Introduction to interactive data visualization in R environment
Agnieszka Wnuk
agnieszka_wnuk@sggw.edu.plKatedra Doświadczalnictwa i Bioinformatyki, Szkoła Główna Gospodarstwa Wiejskiego, Warszawa (Poland)
Marcin Kozak
Katedra Doświadczalnictwa i Bioinformatyki, Szkoła Główna Gospodarstwa Wiejskiego, Warszawa (Poland)
Małgorzata Tartanus
Instytut Ogrodnictwa, ul. Konstytucji 3 Maja 1/3, 96-100 Skierniewice (Poland)
Abstract
Data visualization is a very useful tool supporting analyses of agricultural data at each stage, including data exploration, interpretation, and drawing conclusions. It frequently helps one to observe patterns in data, find outliers or untypical values, which otherwise would be difficult to detect. However, the usefulness of visualization can be greatly improved by the dynamic user’s influence on the graph by interactive visualization. This paper introduces basic possibilities of applying such type of visualization to improve interpretational possibilities in data analysis. In this way we want to direct the readers’ attention to rich opportunities that interactive visualization offers. The R environment is used in the paper; each example includes also the R code, which can be used by the reader to run the example, but can also be used in practical data analysis.
Keywords:
data analysis, graphical methods, visualizationReferences
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Authors
Agnieszka Wnukagnieszka_wnuk@sggw.edu.pl
Katedra Doświadczalnictwa i Bioinformatyki, Szkoła Główna Gospodarstwa Wiejskiego, Warszawa Poland
Authors
Marcin KozakKatedra Doświadczalnictwa i Bioinformatyki, Szkoła Główna Gospodarstwa Wiejskiego, Warszawa Poland
Authors
Małgorzata TartanusInstytut Ogrodnictwa, ul. Konstytucji 3 Maja 1/3, 96-100 Skierniewice Poland
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Copyright (c) 2011 Agnieszka Wnuk, Marcin Kozak, Małgorzata Tartanus
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