Publications by Austin Cress, Andy Hui, Jack McGrath, and Matthew Pinson
lubridate_midterm_project_group2_v1
Package Overview: In R, dates and times can be difficult to work with because of the different ways that they can be presented and how R commands change based on the type of date object being used. For example, there are different ways to display dates such as: 9/24, 09/24/2019, and 9/24/19. Furthermore, it can be difficult to extract specific pa...
15969 sym R (5146 sym/76 pcs)
NBA Clustering Analysis
View Results of 2-Cluster K-Means Procedure ## K-means clustering with 2 clusters of sizes 120, 110 ## ## Cluster means: ## PPG MPG ## 1 -0.7521341 -0.7931782 ## 2 0.8205099 0.8652853 ## ## Clustering vector: ## [1] 2 1 2 2 1 2 2 1 2 2 1 2 2 1 1 1 2 2 1 1 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2 2 ## [38] 1 1 2 2 2 1 1 1 1 1 2 2 1 2...
1317 sym R (3163 sym/4 pcs) 7 img
Clustering Lab
Select the variables to be included in the cluster ## # A tibble: 2 x 3 ## aye nay other ## <dbl> <dbl> <dbl> ## 1 80 141 92 ## 2 70 121 122 Run the clustering algo with 2 centers View the results ## party_clusters_Rep ## 1 1 ## 2 1 ## 3 1 ## 4 1 #...
1091 sym R (2727 sym/7 pcs) 7 img
World Econ Graph - jwm3ce
Pseudocode Create initial template from econ data with CPI on the x axis and HDI on the y axis Include data points on graph in correspondence to the country labels from the imported dataset with the proper shape and base color on the regions Change colors of regions to match graph Scale the ranges for the x and y axis Add in trend line that best...
1011 sym R (3865 sym/3 pcs) 1 img
KnitR Lab jwm3ce
Date that Liverpool are using incredible data science during matches, and effects are extraordinary was published: January 15, 2020 Summary of Article This article, published on the site of English Premier League Team Liverpool, details the ways in which the soccer team uses advanced data analytics to improve the team’s on-field chances of win...
3262 sym R (554 sym/3 pcs) 4 img
Sentiment Analysis Lab
Finding Articles We found articles from eight different newspapers across the country. We focused our analysis on a few of the major cities since they would likely have the most articles regarding climate change and we made sure to have newspapers from the major regions of the US to see if there were any differences. Since the issue of climate ch...
15961 sym R (8199 sym/33 pcs) 8 img
KNN Lab
Problem You left your job as a lobbyist because the political environment was become just too toxic to handle. Luckily you landed a job in advertising! Unfortunately have a demanding and totally clueless boss. Clueless meaning that he doesn’t understand data science, but he knows he wants it to be used to fix all the company’s problems and yo...
15686 sym R (14543 sym/39 pcs) 1 img