Publications by Braden Baker
Visualizing Census Data
This assignment is based on some of the basic methods presented in the Datacamp course on census data. Setup library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.0.6 v dplyr 1.0.4 ## v tidyr 1.1.2 v stringr 1.4.0 ## v readr 1....
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Visualizing Residuals
The purpose of this assignment is to practice the methods we learned to examine model results based on residuals. Problem 1 Create a linear model using carat in the diamonds dataframe to predict price. # Place your code here. library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3....
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Choropleth with qtm
The purpose of this assignment is to use the methods of section 2.5.8 as a template to recreate the choropleth of median housing values done in the March 1 notes. Setup library(tidycensus) library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3...
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choropleths and Cartograms
Setup library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.0.6 v dplyr 1.0.4 ## v tidyr 1.1.2 v stringr 1.4.0 ## v readr 1.4.0 v forcats 0.5.1 ## -- Conflicts ------------------------------------------ tidyverse_conflicts()...
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Temperature Map of Japan
Loading Packages library(sf) ## Linking to GEOS 3.8.0, GDAL 3.0.4, PROJ 6.3.1 library(tmap) library(tmaptools) library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.0.6 v dplyr 1.0.4 ## v tidyr 1.1.2 v stringr 1.4.0 ## v readr ...
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Assignment 8 - tmap
Setup library(sf) ## Linking to GEOS 3.8.0, GDAL 3.0.4, PROJ 6.3.1 library(tmap) library(tmaptools) library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.0.6 v dplyr 1.0.4 ## v tidyr 1.1.2 v stringr 1.4.0 ## v readr 1.4.0 ...
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CSC495 Final Project
CSC 495 Final Project Braden Baker Setup and Data The first dataset is gathered from the ACS census data. It contains the coordinates of all the counties in Washington State. The other data sets are from Washington Geospatial Open Data Portal. The first dataset from the geospatial data portal contains data about the demographics of disabled pe...
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CSC463 Final Project
CSC 463 Final Project - What Kind of Advertisements are Shown During the SuperBowl Braden Baker 4/17/2021 Data and Setup This project uses the TidyTuesday on March, 2nd, 2021 titled, Superbowl Commercials. The data is based on Youtube videos of commercials aired during the Superbowl. This dataset only contains commercials from the top 10 bran...
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