Datasets:
muchocine

Task Categories: text-classification
Languages: Spanish
Multilinguality: monolingual
Size Categories: 1K<n<10K
Language Creators: found
Annotations Creators: found
Source Datasets: original
Licenses: unknown
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Update files from the datasets library (from 1.2.0)

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

Files changed (5) hide show
  1. .gitattributes +27 -0
  2. README.md +139 -0
  3. dataset_infos.json +1 -0
  4. dummy/1.1.1/dummy_data.zip +3 -0
  5. muchocine.py +107 -0
.gitattributes ADDED
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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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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bin.* filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.xz filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zstandard filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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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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+ - cc-by-2-1
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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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+ - sentiment-classification
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+ ---
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+
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+ # Dataset Card for Muchocine
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+
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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](#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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+
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+ ## Dataset Description
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+
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+ - **Homepage:** http://www.lsi.us.es/~fermin/index.php/Datasets
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+
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+ ### Dataset Summary
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+
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+ The Muchocine reviews dataset contains 3,872 longform movie reviews in Spanish language,
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+ each with a shorter summary review, and a rating on a 1-5 scale.
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [More Information Needed]
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+
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+ ### Languages
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+
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+ Spanish
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ [More Information Needed]
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+
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+ ### Data Fields
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+
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+ - review_body - longform review
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+ - review_summary - shorter-form review
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+ - star_rating - an integer star rating (1-5)
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+
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+ The original source also includes part-of-speech tagging for body and summary fields.
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+
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+ ### Data Splits
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+
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+ One split (train) with 3,872 reviews
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [More Information Needed]
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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 from www.muchocine.net and uploaded by Dr. Fermín L. Cruz Mata
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+ of La Universidad de Sevilla
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ The text reviews and star ratings came directly from users, so no additional annotation was needed.
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+
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+ #### Who are the annotators?
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+
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+ [More Information Needed]
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+
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+ ### Personal and Sensitive Information
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+
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+ [More Information Needed]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
117
+ [More Information Needed]
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+
119
+ ### Discussion of Biases
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+
121
+ [More Information Needed]
122
+
123
+ ### Other Known Limitations
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+
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+ [More Information Needed]
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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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+ - Dr. Fermín L. Cruz Mata
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+
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+ ### Licensing Information
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+
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+ CC-BY-2.1
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+
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+ ### Citation Information
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+
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+ See http://www.lsi.us.es/~fermin/index.php/Datasets
dataset_infos.json ADDED
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+ {"default": {"description": "The Muchocine reviews dataset contains 3,872 longform movie reviews in Spanish language,\neach with a shorter summary review, and a rating on a 1-5 scale.\n", "citation": "", "homepage": "http://www.lsi.us.es/~fermin/index.php/Datasets", "license": "CC-BY-2.1", "features": {"review_body": {"dtype": "string", "id": null, "_type": "Value"}, "review_summary": {"dtype": "string", "id": null, "_type": "Value"}, "star_rating": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "muchocine", "config_name": "default", "version": {"version_str": "1.1.1", "description": null, "major": 1, "minor": 1, "patch": 1}, "splits": {"train": {"name": "train", "num_bytes": 11855607, "num_examples": 3872, "dataset_name": "muchocine"}}, "download_checksums": {"http://www.lsi.us.es/~fermin/corpusCine.zip": {"num_bytes": 55556703, "checksum": "2be1333c903613402effa85ca629a66541093702c92e079c438b6eb5d84260a5"}}, "download_size": 55556703, "post_processing_size": null, "dataset_size": 11855607, "size_in_bytes": 67412310}}
dummy/1.1.1/dummy_data.zip ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4d9fbeb5fb323644cc34ff45fee54dbcb109efcd51617bea0c931789215adb7e
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+ size 4703
muchocine.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 glob
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+ import os
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+ import re
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+ from xml.dom.minidom import parseString
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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 Muchocine reviews dataset contains 3,872 longform movie reviews in Spanish language,
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+ each with a shorter summary review, and a rating on a 1-5 scale.
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+ """
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+
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+ _LICENSE = "CC-BY-2.1"
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+
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+ _URLs = {"default": "http://www.lsi.us.es/~fermin/corpusCine.zip"}
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+
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+
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+ class Muchocine(datasets.GeneratorBasedBuilder):
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+ VERSION = datasets.Version("1.1.1")
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+
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+ def _info(self):
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+ features = datasets.Features(
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+ {
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+ "review_body": datasets.Value("string"),
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+ "review_summary": datasets.Value("string"),
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+ "star_rating": datasets.Value("int32"),
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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="http://www.lsi.us.es/~fermin/index.php/Datasets",
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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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+ "filepaths": sorted(glob.glob(os.path.join(data_dir, "corpusCriticasCine", "*.xml"))),
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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, filepaths, split):
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+ for filepath in filepaths:
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+ with open(filepath, encoding="latin-1") as f:
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+ id = re.search(r"\d+\.xml", filepath)[0][:-4]
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+
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+ txt = f.read()
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+ txt = txt.replace("&ldquo;", '"').replace("&rdquo;", '"').replace("&hellip;", "")
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+ txt = txt.replace("&lsquo;", '"').replace("&rsquo;", '"').replace("&prime;", "")
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+ txt = txt.replace("&agrave;", "à").replace("&ndash;", "-").replace("&egrave;", "è")
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+ txt = txt.replace("&ouml;", "ö").replace("&ccedil;", "ç").replace("&", "and")
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+ try:
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+ doc = parseString(txt)
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+ except Exception as e:
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+ # skip 6 malformed xml files, for example unescaped < and >
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+ _ = e
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+ continue
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+
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+ btxt = ""
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+ review_bod = doc.getElementsByTagName("body")
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+ if len(review_bod) > 0:
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+ for node in review_bod[0].childNodes:
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+ if node.nodeType == node.TEXT_NODE:
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+ btxt += node.data + " "
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+
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+ rtxt = ""
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+ review_summ = doc.getElementsByTagName("summary")
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+ if len(review_summ) > 0:
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+ for node in review_summ[0].childNodes:
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+ if node.nodeType == node.TEXT_NODE:
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+ rtxt += node.data + " "
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+
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+ yield id, {
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+ "review_body": btxt,
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+ "review_summary": rtxt,
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+ "star_rating": int(doc.documentElement.attributes["rank"].value),
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+ }