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Explore a countrywide car accident dataset covering 49 states of the USA from Feb 2016 to Dec 2020. Extract interesting facts using EDA & geopandas. Basic questions answered!

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This is a countrywide car accident dataset, which covers 49 states of the USA. The accident data are collected from February 2016 to December 2020, using multiple APIs that provide streaming traffic incident (or event) data. These APIs broadcast traffic data captured by a variety of entities, such as the US and state departments of transportation, law enforcement agencies, traffic cameras, and traffic sensors within the road-networks. Currently, there are about 1.5 million accident records in this dataset. Check here to learn more about this dataset.

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  • Highlights of the Notebook
  • In this notebook we have tried to present the approach of Proper Questioning the dataset while taking care of our main moto which is extracting various interesting facts with the help of EDA
  • In this Notebook we have used Geopandas library for Plotting datapoints on US map