Publications by Asgeir Brenne
Analysis of Storm Data in the US
Synopsis Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuries, and property damage, and preventing such outcomes to the extent possible is a key concern. This report explores the U.S. National Oceanic and Atmospheric Admi...
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ShinyCars
PitchAsgeir Brenne22/04/2021 2. Overall approach Shiny apps can be used to produce interactive data products. Filtering data sets to analyze certain elements, and reactive fitting of data models, regressions, etc. can be achieved. In this presentation we introduce the ShinyCars app. 3. The UI design Our user interface is designed based on the...
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A Plotly Exercise
Plotly Example Asgeir Brenne 4/21/2021 Introduction This presentation is prepared in knitr, with the purpose of showcasing some plotly functionality. It will show an interactive graphic for the mtcars data set. Preparing a ggplot Let’s display a boxplot of cylinders vs mpg from the mtcars dataset, first using ggplot2 package. gg <- ggplot(...
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COVID Capitals
Introduction The following markdown documents shows how the leaflet package can be used in R to create neat, interactive maps. To showcase its functionality, COVID 19 vaccination statistics is combined with the world.cities data set in the maps package, to show the latest vaccination status per country. dplyr and gtools packages are also used. P...
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Data Science Capstone - Milestone Report
Introduction The goal of this project is just to display that you’ve gotten used to working with the data and that you are on track to create your prediction algorithm. Please submit a report on R Pubs (http://rpubs.com/) that explains your exploratory analysis and your goals for the eventual app and algorithm. This document should be concise a...
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Data Science Capstone - Pitch of Final Data Product
PitchAsgeir Brenne11/01/2022 2. Overall approach Shiny apps can be used to produce interactive data products. This takes advantage of the powerful analtyics capabilities of R, while providing a simple user interface to. In this presentation we introduce the WordPredictor app. It is built using the sbo package published on CRAN. library(shiny) l...
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Data Science Capstone - Pitch of Final Data Product
PitchAsgeir Brenne11/01/2022 2. Overall approach Shiny apps can be used to produce interactive data products. This takes advantage of the powerful analtyics capabilities of R, while providing a simple user interface to. In this presentation we introduce the WordPredictor app. IT is built using the sbo package published on CRAN. library(shiny) l...
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