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Predictions of traffic collision based on weather data (MSiD project)

Welcome to my project on MSID. The main goal of this project is to analyze traffic collisions, focusing on data from weekends, holidays, and various weather conditions. Additionally, the project aims to develop a predictive model to forecast traffic collisions, as well as the number of injuries and fatalities.

Installation

Poetry

pip

pip install poetry

pipx

pipx install poetry

pacman

sudo pacman -S python-poetry

Project

git clone https://github.com/sliweq/Msid_Project.git
cd Msid_Project
poetry shell 
poetry install --no-root

Run

python -m project

Run with args

  • S - show statistics
  • V - show visualizations

Data to predict

Data to predict can be found in project/setup.py file

Sources

Thanks to data from https://policja.pl/, https://danepubliczne.imgw.pl and https://www.timeanddate.com, I was able to complete this project

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