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README.md

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+# hate_speech_offensive
+This dataset is a version from [hate_speech_offensive](https://huggingface.co/datasets/hate_speech_offensive), splitted into train and test set.

prepare_data.py

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+from datasets import load_dataset
+import json
+import random
+
+dataset = load_dataset("hate_speech_offensive")
+id2label = dataset['train'].features['class'].names
+
+rows = [{'text': row['tweet'], 'label': row['class'], 'label_text': id2label[row['class']]} for row in dataset['train']]
+
+random.shuffle(rows)
+num_test = 2000
+data_splits = {'test': rows[0:num_test], 'train':  rows[num_test:]}
+
+for split in data_splits.keys():
+    with open(f'{split}.jsonl', 'w') as fOut:
+        for row in data_splits[split]:
+            fOut.write(json.dumps(row)+"\n")