Publications by Tyler Baker

FIFA World Cup Prediction

04.12.2022

The goal of this project is to predict who will win the 2022 FIFA World Cup. I will use country metrics, international friendlies, and World Cup data sets. Upload Data Data Set Without Corruption Data World Bank Data cereal_yield_raw <- read.csv("https://raw.githubusercontent.com/tylerbaker01/Capstone-Project/main/Cereal_Yield.csv") gdp_raw...

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data 621 hw 5

08.12.2022

Objective In this homework assignment, you will explore, analyze and model a data set containing information on approximately 12,000 commercially available wines. The variables are mostly related to the chemical properties of the wine being sold. The response variable is the number of sample cases of wine that were purchased by wine distribut...

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data 606 final project

09.12.2021

Alcohol Consumption and Infant Mortality Rates Abstract The purpose of this observational study was to discover if there is a relationship between alcohol consumption and infant mortality rates. Furthermore, if there is a relationship, how does wealth effect it? The more I looked the less likely a relationship seems to exist. In fact, in some in...

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Is the SEC Better Than Other Conferences at Football?

05.12.2021

Does the SEC Really Have Better Football Players? Introduction For at least the past decade the Southeastern Conference(SEC) has toted that produce the best players for the NFL. This has tremendous effects for high school and college football players. For high school students they will be more willing to go play at a SEC school because they beli...

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DATA 607 Assignment #10

31.10.2021

Week 10 Assignment #Text mining and natural language processing The goals of this week’s assignment are as follows: 1. get primary example code from chapter 2 of “Text Mining with R: A Tidy Approach” by Julia Silge and David Robinson. 2. Work with a different corpus. For this, I chose to work with a collection of works by my favorite author...

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Week 9 Assignment DATA 607

25.10.2021

The goal of this week’s assignment is to get practice using an API. I wanted to look at recent movies. res <- GET("https://api.nytimes.com/svc/movies/v2/reviews/search.json?api-key=r3uz0WM43M17EmziwdtqT9UCmgy3hShu") raw <- jsonlite::fromJSON(unlist(rawToChar(res$content))) movie_df<- data.frame(raw$results) In conclusion, even though I fulf...

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Document

11.10.2021

url_html <- "https://raw.githubusercontent.com/tylerbaker01/Homework-Week-7/main/books.html" html <- read_html(url_html) books_html <- html_table(html) books_html <- books_html[[1]] link <- "https://raw.githubusercontent.com/tylerbaker01/Homework-Week-7/main/books.xml" books_xml<- as.list(read_html(link)) url_json <- "https://raw.githubuserco...

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DATA 607 Assignment #5

23.09.2021

Assignment 5 Tidy Data The goals of this week’s assignments are to: 1. Create a CSV file for the supplied data. 2. Read the csv file into R Studio. 3. Make the table Tidy -Make sure every column is a variable. -Make sure every row is an observation. 4. Perform analysis on the tidy table. -Do you have enough information to calculate the total p...

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DATA 607 Assignment #2

10.09.2021

Assignment #2 This week our task is to create a table in a SQL database and import it into R. Then we can experiment with the data.Ways to handle NULL data. The Setup I started with six movies that came out over the past few years. I then asked five friends to review them on a scale of 1 to 5. If they had not seen the movie then they were told t...

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Lab One DATA 606 Tyler Baker

05.09.2021

library(tidyverse) ## Warning: package 'tidyverse' was built under R version 4.1.1 ## Warning: package 'tibble' was built under R version 4.1.1 ## Warning: package 'tidyr' was built under R version 4.1.1 ## Warning: package 'readr' was built under R version 4.1.1 ## Warning: package 'purrr' was built under R version 4.1.1 ## Warning: package 'str...

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