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USA traffice accidents data analysis and data vsualization

traffic_accident_img

Table of Contents


About this Project

This is a simple data analysis and data visulization project. The dataset used in this project was provided in Kaggle's Data category in this link: https://www.kaggle.com/sobhanmoosavi/us-accidents or directly accessible at the personal site of provider Sobhan Moosavi in this link: https://smoosavi.org/datasets/us_accidents. The dataset covers all recorded traffic accidents occured in 49 states of the United States from February 2016 to June 2020.

Technical features

  • There are more than 3.5 million accidents are recorded.

  • Used tools and libraries:

  • traffic_accident_img

Usage Policy and Legal Disclaimer about the used dataset

The original provider of the dataset used in this project has also added the following Usage Policy and Legal Disclaimer:

This dataset is being distributed only for Research purposes, under Creative Commons Attribution-Noncommercial-ShareAlike license (CC BY-NC-SA 4.0). By clicking on download button(s) below, you are agreeing to use this data only for non-commercial, research, or academic applications. You may need to cite the above papers if you use this dataset.

As we all knew that collecting such a large amount of usefull dataset is not an easy task. Therefore as the author of this project, I sincerely ask those who are planning to use this dataset to respect the work of the original provider and abovementioned license.

Few example plots

  • Distribution os the accidents


  • Hourly distribution

  • Distribution by temperature

References

[1]. www.kaggle.com/sobhanmoosavi/us-accidents
[2]. arXiv:1906.05409
[3]. arXiv:1909.09638