Suicidal Ideation Detection Reddit Dataset
Description
1. I failed to find any current public datasets while I was thinking about developing a text classifier to identify suicide ideation. I hope this will save time and be helpful to anyone searching for suicide detection datasets. 2. This dataset is a collection of posts from the Reddit online platform. The posts are collected using PRAW. PRAW, an acronym for "Python Reddit API Wrapper", is a Python package that allows for simple access to Reddit's API. 3. Suicidal texts have been collected from the following Reddit online community: SuicideWatch 4. Non-suicidal texts have been collected from the following Reddit online communities: CasualConversation BenignExistence and CongratsLikeImFive 5. There are a total of 15477 records and 3 attributes in this dataset, and the data were collected from June 1, 2023, to November 13, 2023. 6. All posts collected from suicidal texts are labeled as suicidal, while posts collected from non-suicidal texts are labeled as non-suicidal.