Reproducible Rearch: Strategies, Tools, and Workflows

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Abstract

This paper present various strategies designed to make analyses involving big, medium, or small data reproducible and show how they can be implemented in R Studio, an IDE (integrated development environment) for the statistical programming language R. While these tools and practices have become increasingly common in certain fields and disciplines, they are not yet widely known - let alone practiced - within the humanities. I will conclude the paper with some thoughts about the obstacles preventing the strategies I outline from becoming standard practice within the humanities and will offer some suggestions for how we might overcome those obstacles.
Original languageEnglish
Title of host publicationStudies in Variation, Contacts and Change in English
EditorsTuro Hiltunen, Joe McVeigh , Tanja Säily
Place of PublicationHelsinki
PublisherResearch Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki
Publication date2017
Publication statusPublished - 2017
MoE publication typeA3 Book chapter

Publication series

NameStudies in Variation, Contacts and Change in English
Number19
ISSN (Electronic)1797-4453

Fields of Science

  • 6121 Languages
  • REPRODUCIBLE RESEARCH

Cite this

Flanagan, J. (2017). Reproducible Rearch: Strategies, Tools, and Workflows. In T. Hiltunen, J. McVeigh , & T. Säily (Eds.), Studies in Variation, Contacts and Change in English (Studies in Variation, Contacts and Change in English; No. 19). Helsinki: Research Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki.
Flanagan, Joseph. / Reproducible Rearch : Strategies, Tools, and Workflows. Studies in Variation, Contacts and Change in English. editor / Turo Hiltunen ; Joe McVeigh ; Tanja Säily. Helsinki : Research Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki, 2017. (Studies in Variation, Contacts and Change in English; 19).
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Flanagan, J 2017, Reproducible Rearch: Strategies, Tools, and Workflows. in T Hiltunen, J McVeigh & T Säily (eds), Studies in Variation, Contacts and Change in English. Studies in Variation, Contacts and Change in English, no. 19, Research Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki, Helsinki.

Reproducible Rearch : Strategies, Tools, and Workflows. / Flanagan, Joseph.

Studies in Variation, Contacts and Change in English. ed. / Turo Hiltunen; Joe McVeigh ; Tanja Säily. Helsinki : Research Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki, 2017. (Studies in Variation, Contacts and Change in English; No. 19).

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

TY - CHAP

T1 - Reproducible Rearch

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AU - Flanagan, Joseph

PY - 2017

Y1 - 2017

N2 - This paper present various strategies designed to make analyses involving big, medium, or small data reproducible and show how they can be implemented in R Studio, an IDE (integrated development environment) for the statistical programming language R. While these tools and practices have become increasingly common in certain fields and disciplines, they are not yet widely known - let alone practiced - within the humanities. I will conclude the paper with some thoughts about the obstacles preventing the strategies I outline from becoming standard practice within the humanities and will offer some suggestions for how we might overcome those obstacles.

AB - This paper present various strategies designed to make analyses involving big, medium, or small data reproducible and show how they can be implemented in R Studio, an IDE (integrated development environment) for the statistical programming language R. While these tools and practices have become increasingly common in certain fields and disciplines, they are not yet widely known - let alone practiced - within the humanities. I will conclude the paper with some thoughts about the obstacles preventing the strategies I outline from becoming standard practice within the humanities and will offer some suggestions for how we might overcome those obstacles.

KW - 6121 Languages

KW - REPRODUCIBLE RESEARCH

M3 - Chapter

T3 - Studies in Variation, Contacts and Change in English

BT - Studies in Variation, Contacts and Change in English

A2 - Hiltunen, Turo

A2 - McVeigh , Joe

A2 - Säily, Tanja

PB - Research Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki

CY - Helsinki

ER -

Flanagan J. Reproducible Rearch: Strategies, Tools, and Workflows. In Hiltunen T, McVeigh J, Säily T, editors, Studies in Variation, Contacts and Change in English. Helsinki: Research Unit for Variation, Contacts and Change in English (VARIENG), University of Helsinki. 2017. (Studies in Variation, Contacts and Change in English; 19).