Skip to content

Exploratory Data Analysis of US Firework Injury and Sales Reports (2015-2021)

Notifications You must be signed in to change notification settings

drusho/EDA_US_Firework_Sales_and_Injuries

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Twitter profile link buttonLinkedin profile link buttonTableau profile link buttonGithub profile link button

US Firework Injury and Sales Reports (2015-2021)

Data Exploration Analysis


Photo by Ayla Fazioli from Pexels


Project Links


US Firework Sales and Injuries (Part 1) - Cleaning


US Firework Sales and Injuries (Part 2) - Data Analysis


Tableau Dashboard for Fireworks Inuries (2016-2021)



Project Goals


  1. Provide an overview of incidents that involve fireworks.

    • Injury frequencies by date
    • Age Group(s) most affected
    • Frequency of injury type(s)
  2. Provide sales figures for fireworks across the US.

    • State sales totals by year
    • World sales of fireworks (top 10)


Summary of Results


Age group of 0-20 showed the highest rate of injury.



Injuries to the hands, face, and eyes were the most common, while injuries to lower extremities were less common.



Missouri held the record for most spent on fireworks (over 250 million dollars over the past 5 years).



About the Data


  1. Firework Injury Reports

    Consisted multiple excel incident reports involving fireworks over the past 5 years taken from the U.S. Consumer Product Safety Commission (CPSC).

    NEISS injury data are gathered from the emergency departments (ED) of 96 hospitals selected as a probability sample of all U.S. hospitals with 24-hour EDs and at least 6 inpatient beds. Each participating NEISS hospital is hand-selected by CPSC because it provides an important representation of all other hospitals of its size and unique characteristics in the U.S.

  2. USA Trade Census

    Sales and Trade data each state regarding fireworks. Reports data range from 2016 to April 2021.



Resources


About

Exploratory Data Analysis of US Firework Injury and Sales Reports (2015-2021)

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published