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- ---
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- annotations_creators:
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- - expert-generated
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- language_creators:
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- - expert-generated
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- language:
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- - ar
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- license:
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- - other
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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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- - original
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- task_categories:
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- - text-classification
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- task_ids:
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- - multi-class-classification
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- - multi-label-classification
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- pretty_name: 'ArabicNLPDataset'
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- ---
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-
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-
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- # Dataset Card for "ArabicNLPDataset"
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-
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- ## Table of Contents
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- - [Table of Contents](#table-of-contents)
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- - [Dataset Description](#dataset-description)
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- - [Dataset Summary](#dataset-summary)
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- - [Dataset Preprocessing](#dataset-preprocessing)
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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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-
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- ## Dataset Description
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- - **Homepage:** [https://github.com/BihterDass/ArabicTextClassificationDataset]
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- - **Repository:** [https://github.com/BihterDass/ArabicTextClassificationDataset]
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- - **Size of downloaded dataset files:** 23.5 MB
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- - **Size of the generated dataset:** 23.5 MB
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-
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- ### Dataset Summary
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- The dataset was compiled from user comments from e-commerce sites. It consists of 10,000 validations, 10,000 tests and 80000 train data. Data were classified into 3 classes (positive(pos), negative(neg) and natural(nor). The data is available to you on github.
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-
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- ### Supported Tasks and Leaderboards
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- [More Information Needed]
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-
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- ### Languages
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- [More Information Needed]
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-
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- ## Dataset Structure
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-
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- ### Data Instances
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- [More Information Needed]
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-
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- #### arabic-dataset-v1
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- - **Size of downloaded dataset files:** 23.5 MB
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- - **Size of the generated dataset:** 23.5 MB
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-
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- ### Data Fields
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- The data fields are the same among all splits.
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-
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- #### arabic-dataset-v-v1
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- - `text`: a `string` feature.
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- - `label`: a classification label, with possible values including `positive` (2), `natural` (1), `negative` (0).
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-
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- ### Data Splits
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- | |train |validation|test |
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- |----|--------:|---------:|---------:|
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- |Data| 80000 | 10000 | 10000 |
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-
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- ## Dataset Creation
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-
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- ### Curation Rationale
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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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- [More Information Needed]
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-
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- #### Who are the source language producers?
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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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- [More Information Needed]
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-
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- #### Who are the annotators?
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- [More Information Needed]
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-
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- ### Personal and Sensitive Information
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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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- [More Information Needed]
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-
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- ### Discussion of Biases
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- [More Information Needed]
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-
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- ### Other Known Limitations
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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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- [More Information Needed]
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-
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- ### Licensing Information
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- [More Information Needed]
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-
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- ### Citation Information
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- [More Information Needed]
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-
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- ### Contributions
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- Thanks to [@PnrSvc](https://github.com/PnrSvc) for adding this dataset.