USA traffice accidents data analysis and data vsualization

Table of Contents

• About this Project
• Technical features
• Usage Policy and Legal Disclaimer about the used dataset
• Few example plots
• References

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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. The dataset covers all recorded traffic accidents occured in 49 states of the United States from February 2016 to June 2023.

Technical features

• There are more than 7.7 million recorded accidents are analized.

• Used tools and libraries:

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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

* Most traffice accidents were taken place in these eight US States

• Hourly distribution

• Distribution by temperature

• Number of accidents at different visibilities

References

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