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US Accidents Exploratory Data Analysis

This data is used to analyse and explore accidents in US inorder to prevent accidents in the mere future.

Select a large real-world dataset from Kaggle

pip install opendatasets --upgrade
Collecting opendatasets Downloading https://files.pythonhosted.org/packages/18/99/aaa3ebec81dc347302e730e0daff61735ed2f3e736129553fb3f9bf67ed3/opendatasets-0.1.10-py3-none-any.whl Requirement already satisfied, skipping upgrade: kaggle in /usr/local/lib/python3.7/dist-packages (from opendatasets) (1.5.10) Requirement already satisfied, skipping upgrade: click in /usr/local/lib/python3.7/dist-packages (from opendatasets) (7.1.2) Requirement already satisfied, skipping upgrade: tqdm in /usr/local/lib/python3.7/dist-packages (from opendatasets) (4.41.1) Requirement already satisfied, skipping upgrade: urllib3 in /usr/local/lib/python3.7/dist-packages (from kaggle->opendatasets) (1.24.3) Requirement already satisfied, skipping upgrade: requests in /usr/local/lib/python3.7/dist-packages (from kaggle->opendatasets) (2.23.0) Requirement already satisfied, skipping upgrade: python-dateutil in /usr/local/lib/python3.7/dist-packages (from kaggle->opendatasets) (2.8.1) Requirement already satisfied, skipping upgrade: six>=1.10 in /usr/local/lib/python3.7/dist-packages (from kaggle->opendatasets) (1.15.0) Requirement already satisfied, skipping upgrade: certifi in /usr/local/lib/python3.7/dist-packages (from kaggle->opendatasets) (2020.12.5) Requirement already satisfied, skipping upgrade: python-slugify in /usr/local/lib/python3.7/dist-packages (from kaggle->opendatasets) (4.0.1) Requirement already satisfied, skipping upgrade: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->kaggle->opendatasets) (3.0.4) Requirement already satisfied, skipping upgrade: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->kaggle->opendatasets) (2.10) Requirement already satisfied, skipping upgrade: text-unidecode>=1.3 in /usr/local/lib/python3.7/dist-packages (from python-slugify->kaggle->opendatasets) (1.3) Installing collected packages: opendatasets Successfully installed opendatasets-0.1.10 
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: ahamedbasha786 Your Kaggle Key: ··········
4%|▍ | 13.0M/299M [00:00<00:02, 132MB/s]
Downloading us-accidents.zip to ./us-accidents
100%|██████████| 299M/299M [00:01<00:00, 170MB/s]