Quinton Neville
  • Home
  • Resume
  • Biostatistics
    • Holistic Composite Measurement of Chronic Pain
    • fMRI Study of Adolescent Depression
    • Supervised iDeepViewLearn App
    • Bayesian Robust Random Covariance Model (RCM)
    • Bayesian Functional Graphical Model
    • Feasibility of an App-Based Curriculum for Pediatric Residents
    • ML-Boosting SNP Classification
    • TCGA Differential Methylation in Kidney Cancer
  • Data Science
    • Supervised iDeepViewLearn App
    • UVA Data Science for the Public Good
    • Geospatial Composite Index
    • Innovation, Natural Language Processing & Machine Learning
    • NYC Airbnb Interactive Dashboard
    • Real-world study of Dog Bites in NYC
  • PUBH 7462 Adv. Data Science
    • PUBH 7462 Advanced R Syllabus
    • Students’ Final Project Website Showcase!
    • NYC Airbnb shiny flexdashboard Example
    • NYC Airbnb flexdashboard Example
    • Lecture: Data Visualization (ggplot2, gt)
    • Lecture: Interactive Plots, Tables & Dashboards
    • Lecture: R Websites with Quarto & Github
    • Lecture: Intro to SQL for R Users
    • Lecture: Advanced Spatial Mapping
    • Lecture: Git Collaboration & Intro to shiny
    • Lecture: shiny Apps & Dashboards

On this page

  • Interactive Data Science Websites
  • Selected Projects

PUBH 7462 Final Projects –

Interactive Data Science Websites

Students in PUBH 7462 Advanced Data Science in R came from many different departments within the U of M’s School of Public Health – with diverse interests, backgrounds, and prior R knowledge levels.

Below are a selection of final projects, collaborative websites via Github, which cover a wide variety of topics and showcase students new advanced R skills. (syllabus objectives 1-8). Highlights include combining data from multiple sources, flexdashboard displays, interactive visualization with plotly and mapping with leaflet, and of course, some reactivity with shiny!

Selected Projects

  • Baseball through the Ages: Evolution of Major League Baseball from the Dead Ball Era to Post Steroid Era, 1871-2021

  • On Thin Ice: Trends in Minnesota Lake and Global Sea Ice

  • Top 5 European Soccer Leagues: A Global Player Analysis

  • COVID-19 Pandemic Economic Impact

  • Exploring Spatiotemporal Trends in Mosquito Communities across the United States


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