Publications by Bonnie Cooper
FEMA Disaster Declarations: visualization & polynomial regression
FEMA Disaster Declarations Closeout Times Bonnie M Cooper Introduction Natural disasters have a devastating societal and economic effect on regions in the US. For example, since 1980, natural disasters have been estimated to have cost the US 1.75 trillion dollars (1) with 2018 alone having an impact of approximately 306 billion USD (2). ...
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COVID-19 Mortality in US Counties Presentation
COVID-19 by US countyBonnie Cooper How does mortality compare across US counties? How does the impact of COVID-19 compare to other leading causes of death? Motivation for this Project: What to believe? … conflicting news headlines The Data USAFacts.org COVID-19 related deaths by US County US population by US County The CDC WONDER datab...
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COVID-19 Mortality in US Counties
Regional Impact of COVID-19 Related Deaths in the US Abstract Introduction Data Acquisition & R Environment COVID-19 by US County: exploration & Analysis Top 10 leading causes of Death Comparison of COVID-19 deaths to leading causes of death in th US Conclusions References Bonnie Cooper 2020-05-10 Abstract This project analyzes and v...
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Tidyverse Extend
library(tidyverse); library(reshape) library(plyr) For this assignment I will create an example. Using one or more TidyVerse packages, and any dataset from fivethirtyeight.com or Kaggle, create a programming sample “vignette” that demonstrates how to use one or more of the capabilities of the selected TidyVerse package with my selected datase...
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Recommender Systems Summary
Recommender System Scenario Analysis Bonnie Cooper MovieLens: Movie Recommendations based on Collaborative Topic Modeling GroupLens: an Introduction GroupLens is an academic research group from the Department of Computer Science and Engineering at the University of Minnesota. Thier mission statement aims to “advance the theory and practice o...
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NLP of MLP: My Little Pony text mining
Sentiment Analysis of My Little Pony naratives Introduction The following code processes transcripts from the cartoon show My Little Pony: Friendship is Magic. The text data is availible as .csv files on kaggle.com. There are several .csv files in the data set bundle. However, this demo will only be working with the ‘clean_data.csv’....
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purrr list filtering functions
Tidyverse: the purrr(fect) list Bonnie Cooper a deep dive into purrr functions for filtering lists The purrr package is is a set of functions that facilitates iterating R objects. it is part of the tidyverse; a set of R packages designed to make data science ‘faster, easier and more fun.’ this vignette will demonstrate the use of several pur...
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FEMA Disaster Declarations Project Proposal
Disaster Declarations Dataset Bonnie M Cooper ## Analysis of Federal Disaster Closeout Durations Introduction The Federal Emergency Management Agency (FEMA) maintains the Disaster Declarations Summary, a dataset that summarizes all federally declared disasters. The record goes back to the first federal dissaster declaration in 1953, a tornado ...
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NYTs' Best Selling Manga
The New York Times’ Best Selling Mangas Bonnie Cooper Intro Manga has been gaining in popularity in the North America in recent years. There is no wondering why: the stunning visuals and imaginative story arcs makes manga a joy to read! This demo will explore which mangas have captured North American eyes by accessing the best selling manga se...
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Github Step-by-Step
Getting started you should have the following ready: 1. The material you’d like to submit for your assignment 2. teh internets 3. an open terminal shell (e.g. you can use the one in rstudio) 1) goto the SPRING2020TIDYVERSE repository on githut. In the upper right corner select the ‘Fork’. This will copy the repository to your github acc...
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