DS projects

STATS project 🎉

Statistics & DS projects for fun/research are list as below:

  • Applied Biostatistics
    • Longitudinal analysis
    • Survey analysis
    • Matching analysis
    • Survival analysis
    • Categorical data analysis
    • High-dimensional data analysis
  • COVID-19 Vaccine Efficacy Visualization, 2020-2024
    • URL: https://tuoliu.shinyapps.io/COVID-Vaccine-Efficacy-US/
    • Built a Shiny application with R to explore covid-related mortality in the United States of America, 2020-2024.
  • US COVID progression, 2019-2023
    • URL: https://tuoliu.shinyapps.io/covid-progression-in-the-us/
    • Built a Shiny application with R to explore the progression of COVID in the United States of America at county level, 2019-2023.
  • Arizona Pesticide Usage Map, 1992-2016
    • URL: https://tuoliu.shinyapps.io/Arizona-Pesticide-Usage-Map/
    • Built aShinyapplication with R to explore pesticide use in the State of Arizona, 1992-2016.
    • Visualized pesticide usage with an interactive map & chart using Leaflet & Plotly.
  • Exploring neighborhoods & Chinese Restaurants in Toronto
    • URL: https://www.linkedin.com/pulse/exploring-neighborhoods-chinese-restaurants-toronto-tuo-liu/?trackingId=Zfbd%2FUNeKx6kqaAigHRokA%3D%3D
    • Definedabusiness problem, searched for open source data to answer the question.
    • Appliedmachinelearning algorithms to identify biomarkers related to Hispanic ethnicity.
    • UsedFoursquare API to compare different neighborhoods of Toronto to evaluate the distribution of Asian & Chinese restaurants.
    • Determined which neighborhood is most suitable for starting a new Chinese restaurant