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https://github.com/bylotonix/crime-stats

Stats about crimes in Russia for 2003-2020
https://github.com/bylotonix/crime-stats

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Stats about crimes in Russia for 2003-2020

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Crime Statistics


Analysis of the crime data set in Russia for the period from 2003 to 2020

## Dataset
The dataset can be found here: [link](https://www.kaggle.com/datasets/tsarkov90/crime-in-russia-20032020)

## Notebook
You can open the notebook directly on the GitHub

![alt text](data/screenshots/screenshot4.png)

But since Plotly charts don't work here, I recommend you open it elsewhere (google colab or vs code)

## Client + API
Flask Web Server (API) + Telegram Bot (Client)

The Telegram bot was available [here](https://t.me/crime_stats_bot), but now it's off.

![alt text](data/screenshots/screenshot0.png)

## BI Data App
The Streamlit application is available [here](https://crime-stats.streamlit.app/)

![alt text](data/screenshots/screenshot1.png)
![alt text](data/screenshots/screenshot2.png)