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EDA- US Accidents (2016-2023)

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Exploratory-Data-Analysis

EDA - US Accidents (2016-2023) - Link to Kaggle : https://www.kaggle.com/code/vinamrahnemani/us-accidents-2016-2023-eda

Dataset Overview :-

  • Source: The dataset covers US accidents from 2016 to 2023 and is available on Kaggle. Link - https://www.kaggle.com/datasets/sobhanmoosavi/us-accidents
  • Attributes: The dataset probably includes various attributes such as location (latitude and longitude), time of accident, weather conditions, road conditions, severity of accidents, and potentially contributing factors like visibility and traffic congestion.

Attribute-wise Discussion

City : gives the name of the city

State : gives the name of the state

Start_Time : shows start time of the accident

Start_Lat & Start_Lng : shows latitude and longitude in GPS coordinate

Weather_Condition : tells about the weather condition

Temperature(F) : gives the temperature (in Fahrenheit)

Severity : shows the severity of the accident, a number between 1 and 4, where 1 indicates the least impact on traffic (i.e., short delay as a result of the accident) and 4 indicates a significant impact on traffic (i.e., long delay)

Visibility(mi) : shows visibility (in miles)

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