Dates: August 24, 2022 - April 21, 2023
| Name | Major(s) |
|---|---|
| Steven Tran | Computer Science & Data Science |
| Dylan Shanes | Computer Science |
| Tia Mehta | Computer Science |
| Name | Role |
|---|---|
| Torumoy Ghoshal | Assistant Teaching Professor - Data Science Program |
MQP - Major Qualifying Project Worcester Polytechnic Institute (WPI)
This repository contains files for the data analysis, cleaning and visualizations created by the team to help aid in the team's self-generated unique questions pertaining to the COVID-19 virus.
- Is there a discrepancy in COVID-19 deaths per state when comparing urban and rural regions?
- Is there a connection between COVID-19 deaths and county income?
- Is there a relationship between vaccinations and type of region (rural or urban)?
- Do payments to rural and non-rural areas have an impact on the number of deaths in those regions?
- Do states where there is a higher percentage of people who have difficulty paying for household expenses have a higher number of hospital deaths?
- Is there a connection between household telehealth and place of death?
- How have the age groups affected by COVID-19 changed over the course of the pandemic?
- What is the connection between state populations, population densities, and COVID-19 deaths?
- Does the percentage of adults fully vaccinated in a state affect the excess deaths from COVID-19?
- How has food scarcity changed in the United States throughout the course of the pandemic?
- How does food scarcity in America relate to the COVID-19 deaths in each state?
- Which states have the highest percentage of onsite workers?
- How has the number of people working onsite changed throughout the pandemic?
- How has each state changed in terms of percentage of people working onsite throughout the pandemic?
- How much of the older population receives an additional booster vaccine after the first?
- On average, what date did each state close their schools?
- What is the relation between deaths involving COVID-19 and average income in each county from 2019, 2020, and 2021?
- What is the effect on state mandated restaurant action on food scarcity during the COVID-19 pandemic?
- How does unemployment during the COVID-19 pandemic relate to food scarcity in each state?
- How does state income impact food scarcity during COVID-19?
- How does the Social Vulnerability Index per county relate to the income per county during COVID-19?
- How has the average length of hospital stays changed throughout the COVID-19 pandemic between age groups?
- How has the average length of hospital stays changed throughout the COVID-19 pandemic changed depending on whether a person was discharged alive or dead?
- How did unemployment during the COVID-19 pandemic affect mental health help?
Questions: this folder contains individual folders for each question we answered. Each one of the question folders will contain the resources used to answer the question.AnsweringUniqueQuestionsCOVID19_MQPReport.pdf: This is the report written by the team for this project. Please read for more details pertaining to the project.Website: This is the code for the React website created to display the interactive Tableau dashboards.