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minor doc update
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Ozodbek47 committed Jan 12, 2024
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# Analyzing Crime Rates in Uzbekistan: A Demographic Perspective

This project's goal is to analyze the dynamics of crime rates in Uzbekistan by integrating crime statistics with demographic data, including population density and income levels. We aim to identify potential correlations and causalities between these variables. <br>
Go to the [`project/report.ipynb`](https://github.com/Ozodbek47/DataEngineering/blob/main/project/report.ipynb) for the main code and more information.
Go to the `[project/report.ipynb](https://github.com/Ozodbek47/DataEngineering/blob/main/project/report.ipynb)` for the main code and more information.

### To download, preprocess and store the necessary datasets from stat.uz in the `data` folder, run:

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### Sample results of data analysis

Trends Graph & Correlation Matrix:
Trends Graph:
<br><br>
<img src="examples/sample_trends.png" width="400"/> <img src="examples/sample_correlation.png" width="400"/>
<img src="examples/sample_trends.png" width="800"/>
<br><br>
Correlation Matrix:
<br><br>
<img src="examples/sample_correlation.png" width="800"/>
<br><br>
Regression Plots:
<br><br>
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