Interactive Visual Data Analysis with Shiny Applications: Interactive Text Mining Suite and Language Variation Suite

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dc.contributor.authorScrivner, Olga
dc.date.accessioned2018-03-14T19:14:30Z
dc.date.available2018-03-14T19:14:30Z
dc.date.issued2017-02-03
dc.descriptionOlga Scrivner is a Visiting Lecturer in Spanish and Portuguese Department. Her research interests lie at the intersection of linguistics, text mining and data visualization.
dc.description.abstractThe main objective is to introduce researchers to user-friendly analytical tools. ITMS and LVS are two web-based tools for visualization and quantitative analysis. In contrast to existing software programs (e.g., SAS, SPSS, and Tableau), these two applications are built in R and require no installation or programming skills. This hands-on workshop will provide an overview of available statistical and text-mining techniques in these tools. You will learn how to import csv, text and pdf files, create plots, and run statistical analysis, including conditional trees and random forest tests. You will also learn about natural language pre-processing techniques, such as stopwords removal and stemming. Finally, you will be able to perform topic modeling and cluster analysis.
dc.identifier.urihttps://hdl.handle.net/2022/21935
dc.language.isoen
dc.publisherIndiana University Workshop in Methods
dc.rightsThis work may be protected by copyright unless otherwise stated.
dc.subjectWorkshop in Methods
dc.subjectstatistical analysis
dc.subjectdata visualization
dc.subjecttext mining
dc.titleInteractive Visual Data Analysis with Shiny Applications: Interactive Text Mining Suite and Language Variation Suite
dc.typePresentation

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