COVID-19 Data Analysis and Visualization

Abstract

Background: In late December 2019, Chinese health authorities reported an outbreak of pneumonia of unknown origin in Wuhan, Hubei Province. Since then, the virus identified as SARS-CoV-2 or COVID-19 has spread globally, causing millions of deaths and having an enormous impact on our health systems, economies, and lifestyles. Summary: In this project, we analyze COVID-19 through data visualizations using various tools and technologies such as Tableau, D3.js, Chart.js, and Matplotlib. We also analyze COVID-19 medical data and developed a logistic regression model using Python, Scikit Learn, and Jupyter Notebook to determine the likelihood of a patient getting hospitalized, getting admitted to an ICU (Intensive Care Unit), recovering, or dying. We also developed an Android application using Kotlin, JavaScript, and D3.js, that integrates various APIs for gathering and visualizing the latest COVID-19 numbers in the U.S and 50 of its states, it also intends to implement a risk calculator tool developed by Johns Hopkins University that asserts individuals' risk of death when infected with COVID-19.

Data Visualization Tools and Technologies Used

Data Analysis Tools and Technologies Used

Android Application Tools and Technologies Used

Other Tools and Technologies Used

Team

 Name

1st Semester Role

2nd Semester Role

Contact

Github / LinkedIn

Dr. Navid Amini Faculty Advisor Faculty Advisor namini@calstatela.edu GitHub / LinkedIn
Isaac Villalva Data Analysis Lead Data Analysis isaacvillalva9@gmail.com GitHub / LinkedIn
Abubakir Siedahmed Data Analysis Data Analysis asaieda@calstatela.edu GitHub / LinkedIn
John Grover Rodriguez Data Analysis Data Visualization Lead johngrover9841@gmail.com GitHub / LinkedIn
Jose Lopez Web Application Lead Android Application jose383@gmail.com GitHub / LinkedIn
Kennedy Nguyen Machine Learning Machine Learning kennyn311@gmail.com GitHub / LinkedIn
Leo Shapiro Web Application Data Analysis Lead leo.91238@hotmail.com GitHub / LinkedIn
Kevin Crespin Data Visualization Lead Android Application Lead kcrespi@calstatela.edu GitHub / LinkedIn
Kiefer Giang Data Visualization Data Visualization kgiang2288@gmail.com GitHub / LinkedIn
Fredi Garcia Data Visualization Machine Learning Lead garcia96@rocketmail.com GitHub / LinkedIn
Student Team
  • Kevin Crespin Ruiz
  • Fredi Garcia
  • Kiefer Giang
  • John Grover Rodriguez
  • Jose Lopez
  • Kennedy Nguyen
  • Leo Shapiro
  • Abubakir Siedahmed
  • Isaac Villalva
Project Sponsor
Project Liaisons
Faculty Advisors