US Accidents Exploratory Data Analysis

Data Source : https://www.kaggle.com/sobhanmoosavi/us-accidents
Data Description : Information about state wise accidents in US from sources like 'MapQuest' and 'Bing'
Check the possible causes of accidents and see if any actionable insights can be inferred after analysis.

pip install opendatasets --upgrade --quiet

Downloading and Importing the Data

# Downlading data using opendatasets library to pull online data from kaggle to google drive
import opendatasets as od
download_url = 'https://www.kaggle.com/sobhanmoosavi/us-accidents'
od.download(download_url)

Please provide your Kaggle credentials to download this dataset. Learn more: http://bit.ly/kaggle-creds
Your Kaggle username: amax00
Your Kaggle Key: ··········

2%|▏ | 5.00M/299M [00:00<00:06, 51.3MB/s]

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

100%|██████████| 299M/299M [00:02<00:00, 120MB/s]

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