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A Time-Series Analysis on the Urban Growth of Denver since 1986. This project utilizes Google Earth Engine in conjunction with the geemap package developed by Dr. Quisheng Wu. Supervised classification was conducted on Landsat images of the greater Denver Metro area and corroborated with Census data to analyze the growth of Denver's urban center…
This a dashboard showing the self response rates by state, how they compare to the response rates in 2010, and the percentage of households responding via internet vs traditional mail. Tech used: VueJS, D3.JS and TopoJSON.
Performed ETL on data collected from various sources (csvs downloaded from various sources and the US Census API) to create a single database, in order to explore questions surrounding the "Defund the Police" movement. Specifically looking at data regarding police-involved shootings and state budgets.
ZINDI - HACKATHON: The task is to predict the percentage of households that fall into a particularly vulnerable bracket - large households who must leave their homes to fetch water - using 2011 South African census data. Solving this challenge will show that with machine learning it is possible to use easy-to-measure stats to identify areas most…