Publications by Leo Yi & Christopher Bloome
Gapminder Analysis
Introduction We want to research the association of basic education and its impact to different aspects of society. There’s a common understanding that education is beneficial for society and as people become more educated, society becomes more civilized. This is paired with the idea that when evaluating a scale of animal instincts to conscious...
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Usual Source of Care and Healthcare Costs
Introduction: According to the Center for Medicare and Medicade spending, in the United States healthcare spending totals over 15% of our GDP. As a result of this total and the lack of price sensitivity from the consumer, any impact we can have on healthcare spending, whether it is maintaining the health of our population or removing waste in ou...
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Bloome TidyverseExtend
library(tidyverse); ## -- Attaching packages -------------------------------------------------------------------- tidyverse 1.3.0 -- ## v ggplot2 3.2.1 v purrr 0.3.3 ## v tibble 2.1.3 v dplyr 0.8.4 ## v tidyr 1.0.2 v stringr 1.4.0 ## v readr 1.3.1 v forcats 0.4.0 ## -- Conflicts ----------------------------------------...
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Christopher Bloome Tidyverse Lubridate
Introduction I have always struggled when dealing with Time, Dates and Duration in most computer programs. There does not seem to be an intuitive way to represent the idiosyncrasies we are so accustomed to in these concepts: from the fact that duration and time of day appear similar, to time zones, leap years, and even our “sexagesimal” syste...
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607 Project 3
Introduction In this project we are tasked with determining which are the most valued skills for a data scientist. In order to do this we decided to webscrape Indeed.com for Data Scientists job postings. After scraping this information we then transformed and analyzed the data to see which skills are most often occurring in the indeed data set. W...
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Project 2
Overview In this project, we were tasked with choosing 3 data sets among a set aggregated by our peers in the preceding week, and running an analysis proposed in our weekly discussion. I found that some of these asks were not specific, so we took liberties when outlining our objectives. The module was focused on using the tidry and dplyr packages...
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607W5
Introduction The chart above describes arrival delays for two airlines across five destinations. Your task is to: (1) Create a .CSV file that includes all of the information above. You’re encouraged to use a “wide” structure similar to how the information appears above, so that you can practice tidying and transformations as described below...
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607 Project 1 Bloome
Introduction In this project, you’re given a text file with chess tournament results where the information has some structure. Your job is to create an R Markdown file that generates a .CSV file (that could for example be imported into a SQL database) with the following information for all of the players: Player’s Name, Player’s State, Tota...
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607W1 - Women's World Cup Win Probability
Introduction: In 2018, the American Women’s National Soccer Team entered the World Cup as one of two favorites - both host nation France and the USA were seen as likely eventual champions. The team at FiveThirtyEight tracked the probability that each team of the 24 Women’s World Cup teams would advance to each round of the tournament. They ac...
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607W2
Introduction: In this study, I was tasked with interviewing 5 individuals, and having them rate 6 recent movies on a scale of 1-5. I then uploaded these responses into a MySQL Database, and imported them into R. Movie Selection: I wanted to pick movies which individuals had a high probability of viewing, but also movies which lend themselves to ...
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