Publications by Braden Baker
Predicting Student Test Scores
library(tidyverse) ## ── Attaching packages ──────────────────────────────────────────────────────────────────────────── tidyverse 1.2.1 ── ## ✔ ggplot2 3.1.1 ✔ purrr 0.3.2 #...
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First Version of Moodle Log Cleaning
Loading and Cleaning library(tidyverse) ## -- Attaching packages ----------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.3.0 v purrr 0.3.4 ## v tibble 3.0.0 v dplyr 0.8.5 ## v tidyr 1.0.2 v stringr 1.4.0 ## v readr 1.3.1 v forcats 0.5.0 ## -- Conflicts -------------------------------------- tidyverse_conf...
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Fantasy Football Linear Model
##Introduction Fantasy football is a very unpredictable hobby. Most player season projections can end up being wildly inaccurate due to the unpredictability of the sport as an single injury or coaching change can have a large effect on a players fantasy production. The goal of this model is to use a player’s previous year production to make a p...
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CSC463 Weather Assignment
This assignment is based on the Feb 10 Weather notes I discussed on that day. Problem 1 Using as much of my code as you need, replicate my graph showing the mean value of the daily maximum temperature with the following changes for every calendar day. Use the median, the minimum, and the maximum instead of the mean. Give them different colors, ...
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CSC495 Rpubs Assignment
Problem 1 Make the leaflet and readr packages available. # Place your code here. library(leaflet) library(readr) Problem 2 Rerun the code from Problem 2 in the previous assignment. # Place your code here. mylocs <- read_csv("mylocs.csv") ## Parsed with column specification: ## cols( ## Location = col_character(), ## Lat = col_double()...
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Categorical Variable Assignment
This assignment is to practice good techniques for showing the distribution of a values of a categorical variable. To do the assignment, you need to select any categorical variable from any dataframe you have encountered in this class or elsewhere. Problem 1 Load the libraries you need and the data, if necessary. Run str() and summary on the dat...
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Washington Counties
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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Tidy Tuesday Visualization
This assignment is to select a Tidy Tuesday posting and use the data to demonstrate some of the methods of visualization you learned in the Datacamp course on best practices. Problem 1 Which Tidy Tuesday item did you select (date)? What is it about? Which variables are you using for your demonstration. You will need a quantitative variable and a...
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Moodle Log Analysis Final Project
Setup and Packages library(tidyverse) library(lubridate) library(chron) library(rebus) library(stringr) library(corrplot) library(ggpubr) library(ggthemes) library(scales) library(plotly) library(ggrepel) library(readxl) #base classes class1 <- read_csv("class1.csv") # 25 students T/TR 2:30 - 3:50 class2 <- read_csv("class2.csv"...
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CSC495 Chapter 2
The assignment is to do an active reading of the UCL course from 2.4.7 through 2.5.7. I assume that the earlier material in Chapter 2 is under control. In fact there is nothing to do in 2.4.7, so the real work begins in 2.4.8. To demonstrate that you have read the meterial actively, you should copy and execute the code chunks. Please make brief c...
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