Ci (Charles) Song
MS Student, Geospatial Data Science
MS Student, Data Science
Résumé
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Portfolio
Data Science Projects
Urban Building Energy Intensity in New York City
In order to understand the electricity intensity in New York, based on the building floor area and electricity usage in the zipcode level, we built a model and estimated the electricity usage in the census tract level, further calculating the electricity intensity.
An AI email manager which can summarize and catogrize Gmail inbox emails.
Omicron or Policy: What caused 2022 China COVID Outbreak?
Retrieved and analyzed COVID case data from China’s National Health Commission website through web scraping, determining the increase in COVID cases in China in 2022.
Relationship between airplane delay time and weather event
Made by Tableau.
Geospatial Analysis Projects
Siting analysis for a Marine-Pumped HydroElectric Storage pilot project in Hawaii
Land Cover Land Use Classification in New Orleans
A land cover map of New Orleans using remote sensing data through ArcGIS and R machine learning techniques.
Global Disasters Map
A website using R Shiny apps to visualize global disaster data since 1900, displaying frequency, affected population, and economic damage of each type.