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Summer of Maps's Projects

2016-transalt-multipleregressionscript icon 2016-transalt-multipleregressionscript

An R script for scatterplots, correlation statistics, ordinary least squares (OLS) regression and diagnostics, generalized linear model (GLM) testing, and negative binomial regression and diagnostics.

2018-committeeofseventy-campaignfinancedata icon 2018-committeeofseventy-campaignfinancedata

This R project will allow anyone who’s interested in ward level campaign finance in Philly to clean the data so that it can be analyzed and visualized. This project filters on Year To Date files for the primary election season of 2017, and focuses on candidates of the Democratic primary for District Attorney

2018-nationalaquarium-machinelearningmodels icon 2018-nationalaquarium-machinelearningmodels

This project analyzes spatial patterns in marine debris composition in the mid-Atlantic region to better inform and target future reduction efforts. Understanding the types of marine debris most commonly found in our local ecosystems (e.g. single-use plastics) and their spatial patterns will tell us what types of products and geographical areas on which the National Aquarium and its partners can most effectively focus our reduction efforts. We can then relate the debris data to the surrounding factors that contribute to the identified patterns, including population size, land use, economic factors, degree of urbanization, and existence of debris-related legislation. Displaying these correlations visually on a map will elucidate their relationships (or lack thereof) and help determine where reduction efforts would be most effective, helping partners to make the most efficient use of limited resources.

2019-publicinterestlawcenter-philahousing icon 2019-publicinterestlawcenter-philahousing

This R project will show anyone who is interested, how to identify substandard housing, the communities it impacts, and the landlords responsible. The R project outlines the required cleaning and wrangling of administrative datasets from the Office of Property Assessments, Licenses and Inspections, and the Municipal Court Docket, to name a few.

2020-osmus-sdgs icon 2020-osmus-sdgs

Sustainable Development Goal project for OpenStreetMapUS as part of Azavea's Summer of Maps Fellowship, 2020

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