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 |
- Kevin Crespin Ruiz
- Fredi Garcia
- Kiefer Giang
- John Grover Rodriguez
- Jose Lopez
- Kennedy Nguyen
- Leo Shapiro
- Abubakir Siedahmed
- Isaac Villalva
- COVID-19 Android Application (Code)
- COVID-19 Data Analysis (Code)
- COVID-19 Data Visualizations (Code)
- Fall 2020 Presentation
- Fall 2020 Software Design Document
- Fall 2020 Software Required Specification
- Spring 2021 Presentation (Final)
- Spring 2021 Project Report (Final)
- Spring 2021 Software Design Document (Final)
- Spring 2021 Software Required Specification (Final)