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+ ---
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+ languages:
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+ - en
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 10K<n<100K
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+ source_datasets:
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+ - derived
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+ task_categories:
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+ - text-classification
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+ ---
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+
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+ # Dataset Card for hate-multi
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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 Creation](#dataset-creation)
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+ - [Source Data](#source-data)
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+
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+ ## Dataset Description
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+
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+ ### Dataset Summary
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+
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+ This dataset contains a collection of text labeled as hate speech (class 1) or not (class 0).
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+
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+ ## Dataset Creation
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+
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+ The dataset was creating by aggregating multiple publicly available datasets.
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+
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+ ### Source Data
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+
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+ The following datasets were used:
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+ * https://huggingface.co/datasets/hate_speech18 - Filtered to remove examples labeled as 'idk/skip', 'relation'
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+ * https://huggingface.co/datasets/hate_speech_offensive - Tweet text cleaned by lower casing, removing mentions and urls. Dropped instanced labeled as 'offensive language'
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+ * https://huggingface.co/datasets/ucberkeley-dlab/measuring-hate-speech - Tweet text cleaned by lower casing, removing mentions and urls. Dropped instanced with hatespeech == 1