Create README.md

README.md

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