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
---

# SuicidalPatterns

tags: clustering, behavior analysis, psychological profiling

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

**Dataset Description:** The 'SuicidalPatterns' dataset is curated for researchers and practitioners in the field of mental health, aiming to provide insights into patterns and behaviors that might correlate with suicidal tendencies. The dataset is structured to facilitate clustering, behavior analysis, and psychological profiling while maintaining the privacy and sensitivity of individuals. The data entries consist of anonymized personal narratives, collected through voluntary participation and clinical assessments, with each entry categorized based on observed psychological factors and behaviors. The labeling column 'risk_level' categorizes entries into 'Low', 'Moderate', 'High', and 'Critical' based on the severity of indicators present.

**CSV Content Preview:**

```
id,narrative,labels
001,"John felt a sense of hopelessness and loss of interest in his hobbies.",Moderate
002,"Emily experienced intense mood swings and has had suicidal thoughts but no plan.",Critical
003,"Kevin struggles with substance abuse and exhibits signs of depression.",High
004,"Sara has a family history of mental illness but currently shows no suicidal behavior.",Low
005,"Mark, who has a history of trauma, is currently exhibiting warning signs of self-harm.",High
```

**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=SuicidalPatterns&tags=clustering,+behavior+analysis,+psychological+profiling
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
