In this project, a dataset about suicide notes is combined with pre-existing datasets. In addition, a model that can detect if an input text is suicidal is created.
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Jul 30, 2023 - Jupyter Notebook
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suicide-dataset
Here are 9 public repositories matching this topic...
Predict suicide rates using nine ML regression models, GA‑based feature selection, and PCA on public and custom datasets.
machine-learning random-forest genetic-algorithm cross-validation regression mlp decision-trees knn principle-component-analysis suicide-rate-prediction suicide-dataset
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May 16, 2025 - Jupyter Notebook
Analysis of Mortality data of WHO and visualization using Power BI
python analytics data-visualization data-analysis powerbi mortality-rates suicide-rate suicide-dataset
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Aug 21, 2023 - Jupyter Notebook
Suicide rate research
postgres analysis postgresql data-analysis postgresql-database data-analyst powerbi dataanalysis suicide powerbi-visuals dataanalytics data-analysis-python powerbi-report dataanalyst suicide-data suicide-dataset
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May 8, 2023 - Jupyter Notebook
Dataset in SQLITE format for all Atmahatyas from 2002-2022
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Feb 7, 2025
This repository focuses on detecting suicidal ideation on Twitter using NLP and ML models, including Logistic Regression, SVM, RF, MNB, Ensemble Learning, AdaBoost, LSTM, GRU, CNN, and BERT. This project aims to identify individuals who may be at risk of suicide and contribute to suicide prevention efforts.
nlp flask grunt machine-learning natural-language-processing web-development deep-learning twitter-api text-classification tensorflow artificial-intelligence lstm twitter-sentiment-analysis mental-health suicidal-ideation suicide-prevention bert-model xlnet suicide-dataset
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Mar 30, 2025 - Jupyter Notebook
This is a small analysis on the Suicide Dataset collected between the years 2000-2012, provided by the Indian Government.
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Oct 10, 2021 - Jupyter Notebook
Analysis of the suicide death rates within the US Hispanic & Latino population. Data collected from the Centers for Disease Control and Prevention.
python data-science jupyter-notebook python3 data-analysis mental-health cdc data-analysis-python mental-health-awareness suicide-data cdc-data suicide-dataset
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Apr 26, 2024 - Python
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