five

Dataset for presuicidal signal detection

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https://data.mendeley.com/datasets/86v3z38dc7
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This dataset dedicated to find texts that contains information that helps to diagnosis person's suicide rating. The source of the data is the Russian Twitter. The dataset has 5 categories: 1. Texts describing negative events that occurred with the subject in the past or in the present - messages that are factual, describing negative moments that can happen to a person, such as attempts and facts of rape, problems with parents, the fact of being in a psychiatric hospital, facts of self-harm, etc. 2. Current negative emotional state - messages containing a display of subjective negative attitude towards oneself and others, including a desire to die, a feeling of pressure from the past, self-hatred, aggressiveness, rage directed at oneself or others. 3. Messages about the intention of suicide - messages containing an explicit declaration of suicidal actions. Messages that contain questions about suicide methods also fall into the same category. 4. Messages with a suicidal theme - the text of messages that are not directly related to the user but have a suicidal topic. 5. Neutral is the category in which messages that are not included in the above list fall.
创建时间:
2022-06-20
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