Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
Turkish
Size:
10K - 100K
License:
Update README.md
Browse files
README.md
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license: apache-2.0
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---
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license: apache-2.0
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task_categories:
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- text-classification
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language:
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- tr
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pretty_name: Turkish Toxic Language Dataset
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size_categories:
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- 10K<n<100K
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# Turkish Texts for Toxic Language Detection
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## Dataset Description
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### Dataset Summary
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This text dataset is a collection of Turkish texts that have been merged from various existing offensive language datasets found online. The dataset contains a total of 77,800 instances, each labeled as either offensive or not offensive.
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To ensure the dataset's completeness, we utilized multiple transformer models to augment the dataset with pseudo labels. The resulting dataset is designed to be a comprehensive resource for Turkish offensive language detection.
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The dataset is provided in CSV format, for more details on the merged datasets used, please refer to the reference section.
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## Dataset Structure
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| Dataset Information | |
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|---------------------|-------|
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| Number of instances | 77,800|
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| Target label distribution | |
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|OTHER | 37,663|
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|PROFANITY | 18,252|
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|INSULT | 10,777|
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|RACIST | 10,163|
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|SEXIST | 945|
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| Number of offensive instances | 40,137 |
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| Number of non-offensive instances | 37,663 |
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| Data source distribution | |
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|Jigsaw Multilingual Toxic Comments | 35,624 |
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|Turkish Offensive Language Detection Dataset | 39,551 |
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|Turkish Cyberbullying Dataset | 2,525 |
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### Source Data & References
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- https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification
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- https://huggingface.co/datasets/offenseval2020_tr
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- https://github.com/imayda/turkish-hate-speech-dataset-2
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- https://www.kaggle.com/datasets/kbulutozler/5k-turkish-tweets-with-incivil-content
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- https://www.kaggle.com/abozyigit/turkish-cyberbullying
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