Publications by PK O’Flaherty
D608 Story 3
Introduction “Do stricter firearm control laws help reduce firearm mortality?” Our task is to compare firearm mortality to whether a State has strict or lax gun laws. This should tell us if more gun laws are related to lower gun deaths. Here’s an example of the firearm mortality data from the CDC that we are looking for: https://www.cdc.gov...
6220 sym R (3195 sym/9 pcs) 1 img 1 tbl
D608 Story 1
Introduction We will assess provided data on the present allocation of the Infrastructure Investment and Jobs Act funding by State and Territory to address the following questions: Is the allocation equitable based on the population of each of the States and Territories, or is bias apparent? Does the allocation favor the political interests of the...
5900 sym R (3455 sym/8 pcs) 3 img 1 tbl
D621 Final Project
Introduction Our goal is to utilize job salary data (retrieved from Ask A Manager Salary Survey here: https://docs.google.com/spreadsheets/d/1IPS5dBSGtwYVbjsfbaMCYIWnOuRmJcbequohNxCyGVw/edit?resourcekey#gid=1625408792) and demographic data to predict if the salaries in the survey end up above or below per capita personal income for state. We origin...
46238 sym R (109653 sym/52 pcs) 24 img 7 tbl
D621 Final Project
Introduction Our goal is to utilize job salary data (retrieved from Ask A Manager Salary Survey here: https://docs.google.com/spreadsheets/d/1IPS5dBSGtwYVbjsfbaMCYIWnOuRmJcbequohNxCyGVw/edit?resourcekey#gid=1625408792) and demographic data to predict if the salaries in the survey end up above or below per capita personal income for state. We origin...
42384 sym R (83117 sym/50 pcs) 24 img 7 tbl
D621 HW5 Wine Cases
Introduction We will explore, analyze and model a data set containing approximately 12,000 records of commerically available wines. Each record has various predictor variables regarding the wine’s chemical properties, critic ratings and visual appeal of the label. The response variables within this dataset indicate how many cases were sold. We wi...
17334 sym R (16142 sym/16 pcs) 8 img 7 tbl
D621 HW5 Wine Cases
Introduction We will explore, analyze and model a data set containing approximately 12,000 records of commerically available wines. Each record has various predictor variables regarding the wine’s chemical properties, critic ratings and visual appeal of the label. The response variables within this dataset indicate how many cases were sold. We wi...
15603 sym R (15814 sym/12 pcs) 7 img 7 tbl
D621 HW1 Moneyball
Introduction We will explore, analyze and model a data set containing approximately 2200 records. Each record represents a professional baseball team from the years 1871 to 2006 inclusive. Each record has the performance of the team for the given year, with all of the statistics adjusted to match the performance of a 162 game season. The model will...
14010 sym R (10062 sym/27 pcs) 14 img 3 tbl
DATA605 WK4 Homework version b
Assignment With seventeen provided jpg data files, build and visualize eigenimagery that accounts for 80% of the variability. References For a roadmap and codehow we relied heavily on Doctor Larry’s rpubs.com/R-Minator/eigenshoes. Preamble In this project we are encoding images of 17 distinct shoes into a matrix of data. The first eigenvector i...
4933 sym R (3882 sym/19 pcs) 4 img
DATA605 WK4 Homework version c
Assignment With seventeen provided jpg data files, build and visualize eigenimagery that accounts for 80% of the variability. References For a roadmap and codehow we relied heavily on Doctor Larry’s rpubs.com/R-Minator/eigenshoes. Preamble In this project we are encoding images of 17 distinct shoes into a matrix of data. The first eigenvector i...
4917 sym R (3866 sym/18 pcs) 4 img
DATA605 WK4 Homework
Assignment With seventeen provided jpg data files, build and visualize eigenimagery that accounts for 80% of the variability. References For a roadmap and codehow we relied heavily on Doctor Larry’s rpubs.com/R-Minator/eigenshoes. Preamble In this project we are encoding images of 17 distinct shoes into a matrix of data. The first eigenvector i...
3728 sym R (3974 sym/19 pcs) 4 img