Publications by Benjamin Browning
Exploring Taxable Value per Acre by Land Use Type in Johnson City, Tennessee 2023
Abstract For cities, land is a limited resource, and land use regulations can impact the economic productivity of available land, measured by the taxable value per acre. Therefore, it is necessary to conduct research into the relationship between land use and its associated economic productivity to inform policy decisions regarding land use reg...
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Demonstrating Eigenvector Spatial Filtering with the Adespatial Package
Load Libraries library(tidyverse) library(tidycensus) library(sf) library(units) library(scales) library(flextable) library(sfdep) library(spdep) library(adespatial) # This demo's focus library(lmtest) # ACS_variables <- load_variables(2022, dataset = "acs5") Retrieve ACS Data ACS_Data <- get_acs( geography = "county", variabl...
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Lab 5: Working with Census data using Tidycensus
# Load packages library(tidyverse) library(tidycensus) library(gt) library(scales) library(plotly) library(sf) library(tigris) library(mapview) library(RColorBrewer) library(viridis) library(santoku) Introduction The US Census Bureau collects and shares immense amounts of data on the US population to better inform policy decisions and ...
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Lab4B: Mapping Tennessee FastTrack Project Data in Leaflet
Part B Introduction In this section, using the Leaflet package in R, geocoded project data from the Tennessee FastTrack program is mapped according to the investment size made by new and expanding companies companies. The data ranges from 2011 to 2023 and was acquired through an open records request during another class. Mapping with Leaflet ...
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Lab 4A: Mapping Tornadoes in Oklahoma 2016-2021
Part A Introduction In this section, tornado data from 2016 to 2021 in Oklahoma will be explored. Exercise 1 focuses on mapping both point and path data by the year the tornadoes took place. Exercise 2 and 3 are concerned with the density of tornadoes in each county. Exercise 2 explores the data by year, and Exercise 3 explores how the number ...
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Lab 3: Understanding the FastTrack Program
# Load libraries library(tidyverse) library(here) library(skimr) library(janitor) library(scales) library(RColorBrewer) Introduction The Tennessee Department of Economic Development (TNECD) provides grants through the FastTrack grant program to businesses looking to expand their operations in Tennessee. They do this to encourage job creat...
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