![bengali language alphabet makes no sense pethkata sh bengali language alphabet makes no sense pethkata sh](https://www.totcards.com/img/bengali/printable-bengali-alphabet-flashcards.png)
A total of 50 annotators annotated each comment three times, and the majority vote was taken as the final annotation. All the user comments collected from YouTube and Facebook comment section and classified into seven categories: sports, entertainment, religion, politics, crime, celebrity and TikTok and meme. This paper presents a new dataset of 30,000 user comments tagged by crowdsourcing and verified by expert. Furthermore, this problem is more severe for the Bengali speaking community due to the lack of gold standard labeled datasets. Detection of hate speech on social media Web sites faces a variety of challenges including small imbalanced datasets, the finding of an appropriate model and also the choice of feature analysis method.
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Social media sites such as YouTube and Facebook have become an integral part of everyone’s life, and in the last few years, hate speech in the social media comment section has increased rapidly.