A Bangla Dataset to Detect Racism or Body Shaming from Sentence

Body shaming and Racism are very common thing in a society. Here there are more than a thousand Bangla sentences that are used by people to humiliate their haters, friends, family, or nearest one. Moreover, there is also word-based data that is directly used in a sentence. Those were collected from a Facebook post and individual users via a Google form without asking for any personal information so that they can feel free to share the sentences in which they are facing embarrassing situations like body shaming and racism. The sentences were labeled with the terms 'Racism' and 'Body Shaming.' Additionally, there is a list of Bangla stop words that will help to do data preprocessing and cleaning.身体羞辱（Body Shaming）与种族主义（Racism）在社会中极为常见。本数据集包含千余条孟加拉语（Bangla）句子，均为人们用于羞辱仇人、朋友、家人乃至亲近之人的表述。此外，数据集还包含可直接嵌入句子的词汇级数据。上述数据均通过谷歌表单（Google Form）从脸书（Facebook）帖子及个人用户处收集，收集过程未索要任何个人信息，以保障受访者能够安心分享自身遭遇身体羞辱与种族主义这类窘迫场景时所使用的句子。所有句子均标注有「种族主义」与「身体羞辱」两类标签。此外，数据集还附带一份孟加拉语停用词表，可用于数据预处理与清洗流程。