Data augmentation and supervised learning methods for trauma-related dissociation.

A data project using the suicide rates dataset from Kaggle and other datasets that may be introduced along the way. The focus of the analysis will be on identifying trends and patterns in the data to shed light on the factors that contribute to suicide.

Course Project for CSE-343 (Machine Learning) - Monsoon 2023

The time series analysis of the search keyword 'how to suicide' in Thai by Google Trend

Time Trends and Predictions: Mental Health and Suicide Rates Based on Socioeconomic Indicators From 2000 to 2019

Georgia Tech class project to validate the findings of a paper utilizing a CNN to improve classification rates of social media posts discussion self-harm and suicide.

In this project, we have analyzed the Suicide Cases from 1985 - 2016 using Flourish and presented the findings with the help of Google Slides.

I just a Bee:)

Depression and Suicidal Thoughts Support Chat App

teste de ansiedade e depressão

Modelo para determinar la probabilidad de un suicidio en la ciudad de Medellin.

This project was completed as part of the Data Acquisition and Pre-Processing Course at Drexel University, Philadelphia. The project focused on acquiring and analyzing suicide data, conducting web scraping to gather the dataset from various websites, and providing insights into suicide prevention agencies to enhance target audience outreach.

This dashboard is intended to provide some general insight on the delicate matter of suicides all over the world based on a dataset with data that range from 1985 to 2015 for every country accounting for sex, age and economic variables such as per capita GDP.

Prediction of suicide risk on adult population of public workers in Brazil.

This repo contains the analysis of suicide data over years implemented through streamlit

This repo contains the analysis of suicide data over years .

Mapping patient interactions in psychiatric presentations to a tertiary emergency department using network science and machine learning

Code repo for JMIR Mental Health paper: Emerging Trends of Self-Harm Using Sodium Nitrite in an Online Suicide Community: An Observational Study Using Natural Language Processing Analysis