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.gitattributes

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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.

SetFit--hate_speech_offensive/json-test.parquet

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+size 139061

SetFit--hate_speech_offensive/json-train.parquet

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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")