%0 Journal Article
%T Detecting suicidal text using natural language processing
%J Suicide studies
%D 2023
%A DeNise Barton, Cassandra
%V 4
%N 2
%P 48-57
%X Using Natural Language Processing (NLP), we are able to analyze text from suicidal individuals. This can be done using a variety of methods. I analyzed a dataset of a girl named Victoria who died by suicide. I used a machine learning method to train using a different dataset and tested it on her diary entries to classify her text into two categories: suicidal vs non-suicidal. I used topic modeling to find out unique topics in each subset. I also found a pattern in her diary entries. NLP allows us to help suicidal individuals, their family members and their close friends.<p /> <p>Language: en</p>
%G en
%I David Lester
%@ 2771-3415
%U http://dx.doi.org/