US Accidents Exploratory Analysis

The source of the data is kaggle. The dataset contains information about the accidents. The Exploratory Data Analysis can be helful to understand the reasons of the accidents and reduce the number of accidents.

1. Data Download

pip install opendatasets --upgrade --quiet

import opendatasets as od

download_url = "https://www.kaggle.com/sobhanmoosavi/us-accidents"

od.download(download_url)

data_file = './us-accidents/US_Accidents_Dec20.csv'

Please provide your Kaggle credentials to download this dataset. Learn more: http://bit.ly/kaggle-creds
Your Kaggle username: sivateja
Your Kaggle Key: ··········

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Downloading us-accidents.zip to ./us-accidents

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2. Data preparation and cleaning

Load the file using pandas
Look at some information and columns of the data.
Fix any missing or incorrect values