Update README.md

README.md

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 ---
 license: apache-2.0
+task_categories:
+- text-classification
+language:
+- tr
+pretty_name: Turkish Toxic Language Dataset
+size_categories:
+- 10K<n<100K
 ---
+
+# Turkish Texts for Toxic Language Detection
+
+## Dataset Description
+
+### Dataset Summary
+
+
+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.
+
+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.
+
+The dataset is provided in CSV format, for more details on the merged datasets used, please refer to the reference section.
+
+## Dataset Structure
+
+| Dataset Information |       |
+|---------------------|-------|
+| Number of instances | 77,800|
+| Target label distribution | |
+|OTHER | 37,663|
+|PROFANITY | 18,252|
+|INSULT | 10,777|
+|RACIST | 10,163|
+|SEXIST | 945|
+| Number of offensive instances | 40,137 |
+| Number of non-offensive instances | 37,663 |
+| Data source distribution | |
+|Jigsaw Multilingual Toxic Comments | 35,624 |
+|Turkish Offensive Language Detection Dataset | 39,551 |
+|Turkish Cyberbullying Dataset | 2,525 |
+
+### Source Data & References
+
+- https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification
+- https://huggingface.co/datasets/offenseval2020_tr
+- https://github.com/imayda/turkish-hate-speech-dataset-2
+- https://www.kaggle.com/datasets/kbulutozler/5k-turkish-tweets-with-incivil-content
+- https://www.kaggle.com/abozyigit/turkish-cyberbullying