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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.

Go to the project/report.ipynb for the main code and more information.

You can find the presentation slides of the project at project/slides.pdf

Presentation video of the project is available at project/presentation-video.mp4

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

python3 project/pipeline.py

Sample results of data analysis

Trends Graph:



Correlation Matrix:



Regression Plots:

Context

This project was done during the 'Methods of Advanced Data Engineering' course provided by the Professorship for Open-Source Software at Friedrich-Alexander University Erlangen-Nürnberg.