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

# CrimeRateAnalyzer

tags: sociology, law enforcement, spatial analysis

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

**Dataset Description:**

The 'CrimeRateAnalyzer' dataset is a curated collection of textual descriptions pertaining to various crimes reported in different urban neighborhoods. The dataset focuses on the correlation between sociology, law enforcement activities, and spatial distribution of crime incidents. It has been meticulously labeled to facilitate machine learning models in identifying patterns, risk factors, and trends. The 'label' column denotes the type of crime or the socio-economic context associated with each entry.

**CSV Content Preview:**

```csv
Label, Neighborhood, Crime Description, Report Date, Suspected Motive
Assault, Brookside, "Vandalism and assault at the local park after midnight. Several individuals injured.", 2021-04-12, "Substance Abuse"
Theft, Westridge, "Suspicious activities reported at a jewelry store, leading to a series of thefts.", 2021-05-09, "Financial Desperation"
Burglary, Downtown, "Residential burglary at a well-secured home, no signs of forced entry.", 2021-03-21, "Domestic Tension"
Arson, Old Town, "Several homes were set ablaze in a residential area, possible case of arson.", 2021-02-15, "Vandalism"
Robbery, Eastside, "Multiple shoplifting incidents reported across various small businesses in the area.", 2021-04-27, "Economic Inequality"
```

Please note that this CSV is a fictional representation and for illustrative purposes only. The actual dataset should have a diverse and substantial number of entries to be suitable for analysis in machine learning applications.

**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 '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=CrimeRateAnalyzer&tags=sociology,+law+enforcement,+spatial+analysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
