To install click the Add extension button. That's it.

The source code for the WIKI 2 extension is being checked by specialists of the Mozilla Foundation, Google, and Apple. You could also do it yourself at any point in time.

How to transfigure the Wikipedia

Would you like Wikipedia to always look as professional and up-to-date? We have created a browser extension. It will enhance any encyclopedic page you visit with the magic of the WIKI 2 technology.

Try it — you can delete it anytime.

Install in 5 seconds
4,5
Kelly Slayton
Congratulations on this excellent venture… what a great idea!
Alexander Grigorievskiy
I use WIKI 2 every day and almost forgot how the original Wikipedia looks like.
Live Statistics
English Articles
Improved in 24 Hours
Added in 24 Hours
Languages
Recent
Show all languages
What we do. Every page goes through several hundred of perfecting techniques; in live mode. Quite the same Wikipedia. Just better.
Great Wikipedia has got greater.
.
Leo
Newton
Brights
Milds

Tidyverse

From Wikipedia, the free encyclopedia

Tidyverse
Repositorygithub.com/tidyverse/tidyverse
Written inR
TypePackage collection
LicenseMIT
Websitewww.tidyverse.org Edit this at Wikidata

The tidyverse is a collection of open source packages for the R programming language introduced by Hadley Wickham[1] and his team that "share an underlying design philosophy, grammar, and data structures" of tidy data.[2] Characteristic features of tidyverse packages include extensive use of non-standard evaluation and encouraging piping.[3][4][5]

As of November 2018, the tidyverse package and some of its individual packages comprise 5 out of the top 10 most downloaded R packages.[6] The tidyverse is the subject of multiple books and papers.[7][8][9][10] In 2019, the ecosystem has been published in the Journal of Open Source Software.[11]

Its syntax has been referred to as "supremely readable".[12] Critics of the tidyverse have argued it promotes tools that are harder to teach and learn than their base-R equivalents and are too dissimilar to other programming languages.[13][14] On the other hand, some[15] have argued that tidyverse is a very effective way to introduce complete beginners to programming, as pedagogically it allows students to quickly begin doing powerful data processing tasks.[16][15] Further to this, some practitioners have pointed out that data processing tasks are intuitively much easier to chain together with tidyverse compared to Python Pandas.[17]

Packages

The core packages, which provide functionality to model, transform, and visualize data, include:[18]

Additional packages assist the core collection.[19] Other packages based on the tidy data principles are regularly developed, such as tidytext[20] for text analysis, tidymodels[21] for machine learning, or tidyquant[22] for financial operations.

References

  1. ^ "Welcome to the Tidyverse". Revolutions. Retrieved 2018-11-26.
  2. ^ "Tidyverse". www.tidyverse.org. Retrieved 2018-11-26.
  3. ^ Wickham, Stefan Milton Bache and Hadley (2014-11-22), magrittr: A Forward-Pipe Operator for R, retrieved 2020-04-20
  4. ^ Wickham, Hadley. 4 Pipes | The tidyverse style guide.
  5. ^ Wickham, Hadley (2019). Advanced R (Second ed.). Boca Raton. ISBN 978-0815384571.{{cite book}}: CS1 maint: location missing publisher (link)
  6. ^ "RDocumentation". www.rdocumentation.org. Retrieved 2018-11-26.
  7. ^ Duggan, Jim (2018-09-07). "Input and output data analysis for system dynamics modelling using the tidyverse libraries of R". System Dynamics Review. 34 (3): 438–461. doi:10.1002/sdr.1600. hdl:10379/15029. ISSN 0883-7066. S2CID 70005357.
  8. ^ Chang, Winston (2013). R Graphics Cookbook. "O'Reilly Media, Inc.". ISBN 9781449316952.
  9. ^ C., Boehmke, Bradley (2016-11-17). Data wrangling with R. Cham. ISBN 9783319455990. OCLC 964404346.{{cite book}}: CS1 maint: location missing publisher (link) CS1 maint: multiple names: authors list (link)
  10. ^ Hadley, Wickham (2017). R for data science : import, tidy, transform, visualize, and model data. Grolemund, Garrett (First ed.). Sebastopol, CA. ISBN 9781491910399. OCLC 968213225.{{cite book}}: CS1 maint: location missing publisher (link)
  11. ^ Wickham, Hadley; Averick, Mara; Bryan, Jennifer; Chang, Winston; McGowan, Lucy D'Agostino; François, Romain; Grolemund, Garrett; Hayes, Alex; Henry, Lionel; Hester, Jim; Kuhn, Max; Pedersen, Thomas Lin; Miller, Evan; Bache, Stephan Milton; Müller, Kirill; Ooms, Jeroen; Robinson, David; Seidel, Dana Paige; Spinu, Vitalie; Takahashi, Kohske; Vaughan, Davis; Wilke, Claus; Woo, Kara; Yutani, Hiroaki (21 November 2019). "Welcome to the Tidyverse". Journal of Open Source Software. 4 (43): 1686. Bibcode:2019JOSS....4.1686W. doi:10.21105/joss.01686. S2CID 214002773.
  12. ^ Steinmetz, Art (2024-04-10). "Outsider Data Science - The Truth About Tidy Wrappers". outsiderdata.netlify.app. Retrieved 2024-04-11.
  13. ^ Matloff, Norm (30 September 2019). "An opinionated view of the Tidyverse "dialect" of the R language". GitHub. Retrieved 28 October 2019.
  14. ^ Muenchen, Bob (23 March 2017). "The Tidyverse Curse". r4stats.com.
  15. ^ a b Heppler, Jason (2018-02-27). "Teaching the tidyverse to R novices". Medium. Retrieved 2023-08-24.
  16. ^ on, Teach the tidyverse to beginners was published (5 July 2017). "Teach the tidyverse to beginners". Variance Explained. Retrieved 2022-07-15.
  17. ^ "Why pandas feels clunky when coming from R". Rasmus Bååth's Blog. Retrieved 2024-03-30.
  18. ^ "Tidyverse packages - Tidyverse". Retrieved 2018-11-26.
  19. ^ "Tidyverse packages". www.tidyverse.org. Retrieved 2020-12-22.
  20. ^ Silge, Julia (2023-02-01), tidytext: Text mining using tidy tools, retrieved 2023-02-03
  21. ^ "Tidymodels". www.tidymodels.org. Retrieved 2023-02-03.
  22. ^ "Tidy Quantitative Financial Analysis". business-science.github.io. Retrieved 2023-02-03.
This page was last edited on 7 May 2024, at 18:02
Basis of this page is in Wikipedia. Text is available under the CC BY-SA 3.0 Unported License. Non-text media are available under their specified licenses. Wikipedia® is a registered trademark of the Wikimedia Foundation, Inc. WIKI 2 is an independent company and has no affiliation with Wikimedia Foundation.
Contact WIKI 2
Introduction
Terms of Service
Privacy Policy