license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# SuicidePrediction

tags: mental health, prediction, prevention

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'SuicidePrediction' dataset is designed for the purpose of training machine learning models to predict the likelihood of an individual attempting suicide based on various textual indicators from social media posts, forum discussions, and counseling session transcripts. The dataset aims to support mental health professionals and prevention programs in identifying individuals who may require immediate intervention. It respects privacy and ethical considerations by ensuring that all data used is anonymized and complies with relevant regulations. The 'labels' column indicates whether an individual is at risk, based on the text analysis and historical data.

**CSV Content Preview:**

```
text_id,text_content,label
1,"Feeling overwhelmed and hopeless after a tough week at work, not sure if I can go on...","At Risk"
2,"Struggling to cope with the recent loss of my loved one, it feels like there's no light at the end of the tunnel.","At Risk"
3,"I'm having a hard time getting out of bed these days, everything feels pointless and heavy.", "At Risk"
4,"Had a really good day today, felt like I could conquer the world!", "Not At Risk"
5,"This quote keeps me going: 'It's darkest before the dawn.' - Anne Frank", "Not At Risk"
```

Note: The 'text_id' is a unique identifier for each entry, 'text_content' is the body of text that may indicate mental health status, and 'label' categorizes the text content as either 'At Risk' or 'Not At Risk' for suicide risk prediction purposes.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'suicide':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=suicide&dataset=SuicidePrediction&tags=mental+health,+prediction,+prevention
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
