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R for data science: a book

Keywords: R, Data science, Quarto

Version: First edition

Date created: 2015-07-27

Date modified: 2026-06-15

Date published: 2021-02-04

Authors: Hadley Wickham

Contributors: Hadley Wickham, Mine Cetinkaya-Rundel, Garrett Grolemund, S'busiso Mkhondwane, Mitsuo Shiota, Bill Behrman, Metehan GÜNGÖR, Zeki Akyol, Jonathan Kitt, Y. Yu, Peter Baumgartner, Julian During, Jakob Krigovsky, Radu Grosu, Brandon Greenwell, Alberto Agudo, David, Colin Gillespie, Mark Beveridge, Harris McGehee, Rademeyer Vermaak, Jose Roberto Ayala Solares, Floris Vanderhaeghe, Jakub, Stephen Balogun, Yvonne Fröhlich, JJ Chen, Stefan Schreiber, Mara Averick, Jennifer (Jenny) Bryan, Karandeep Singh, Rohan Alexander, Kevin Perese, David Kane, Yihui Xie, Seamus McKinsey, Ulrik Lyngs, Thomas Klebel, Terence, Stéphane Guillou, Patrick C. Kennedy, Michael Grund, María Paula Caldas, Jeffrey Arnold, Edwin Thoen, Ben Steinberg, Matthew Sedaghatfar, Vebash Naidoo, Ian Sealy, Yiming Paul Li, Pablo E. Garcia, Matthias Liew, Steven Primeaux, Stephan Koenig, Saghir, Matthew Davis, Jon Page, Ian Lyttle, Qasim Alhammad, ben-herbertson, Robin Lovelace, Jim Hester, Mauro Lepore, Luong Vuong (Leo), MJMarshall, Nirmal Patel, Ranae Dietzel, Sulgi Kim, Will Beasley, Yongyi Zeng, gabrivera, Richard Zijdeman, ariespirgel, Raffaele Mancuso, Ralph Straumann, Ben Marwick, 0solarfox0, Christian G. Warden, Christian Heinrich, Cooper Morris, Daniel Gromer, Devin Pastoor, Erik Erhardt, Etienne B. Racine, Gustav W Delius, Hao Chen, Jeffrey Stevens, Joanne Jang, JooYoung Seo, Kirill Sevastyanenko, Layal Christine Lettry, Luke W. Johnston, Kirill Müller, John Blischak, Katrin Leinweber, Rayna M Harris, Kunal Marwaha, Jon Calder, Dirk Eddelbuettel, Jacob Kaplan, Bianca Peterson, Danielle Navarro, lindbrook, Kenny Darrell, Kai Tang (唐恺), Jon Harmon, Tal Galili, TJ Mahr, Joyce Robbins, Charlotte Wickham, Josh Goldberg, SM Raiyyan, Russell Shean, Romero Morais, Rod Mazloomi, Robin Penfold, Robin Kohrs, Robin Gertenbach, Rob Tenorio, kew24, twgardner2, Albert Y. Kim, e-linc, Julia Stewart Lowndes, Beatriz Milz, Garrick Aden-Buie, Kara Woo, Angela Li, olivroy, Matan Hakim, Shinya Uryu, Sam Firke, Nic Crane, Nicholas Tierney, Nelson Areal, Hiroaki Yutani, Mohammed Hamdy, Abinash Satapathy, Betul Turkoglu, Maxim Nazarov, canovasjm, John Sears, David Clark, Nischal Shrestha, Iain Stenson, Shannon Ellis, Emily Robinson, Lionel Henry, Jeroen Janssens, Adam Gruer, Gleb Ebert, fellennert, Riva Quiroga, Christina Wei, Chloe Thierstein, Albert Rapp, Tom Klein, Brian G. Barkley, Kevin Wright, Richard Knight, Reece Goding, Sebastian Kwon, Steven M. Mortimer, Steven Moran, Tim Becker, Tim Broderick, Tim Waterhouse, Todd Gerarden, jonathanflint, Michael Boerman, Michael Henry, Misty Knight-Finley, Mustafa Ascha, Ned Western, Nick Clark, Nick Pullen, Noah Landesberg, Olivier Cailloux, Oluwafemi OYEDELE, Pasha, Paul Adamson, Penelope Yong, Peter Ganong, Peter Wildeford, Pooya Taherkhani, Quan Nguyen, Rafał Kucharski, juandering, Sonja, koalabearski, McEwen Khundi, Nate Olson, nattalides, nickelas, NA, olivier6088, pete, robertchu03, seanpwilliams, shleeneu, Shoili Pal, Sergiusz Bleja, Martin Van der Linden, werkstattcodes, yingxingwu, zeal626, 蒋雨蒙, Tom Godfrey, Tom Prior, Walter Somerville, Wouter Overmeire, Yu Yu Aung, Zach Bogart, Zoë Turner, a-rosenberg, Adi Pradhan, aleloi, Andrew M., andyhuynh92, august-18, bahadir cankardes, boardtc, djbirke, funkybluehen, hbeale, Hendrik Weisser, jeromecholewa, johannes4998, A. s., Camille V Leonard, Cedric Batailler, Chris Saunders, Christian, Christian Mongeau, Enki Wang, Kevin Tappe, Jordan Bradford, Curtis Alexander, DSGeoff, Daniel Stafford, David Laehnemann, David Rubinger, Derwin McGeary, Devarshi Thakkar, Dr. Ryan McShane, Dylan Cashman, Ercan Karadas, Eric Kitaif, Eric Watt, Everett Robinson, Filip Edström, Abhinav Singh, Aep Hidyatuloh, Ahmed El-Gabbas, Ajay Deonarine, Alan Feder, Alec Fisher, Alex, Alex Reinhart, Andrea Gilardi, Andrea Scalia, Andrew Landgraf, Azza Ahmed, Benjamin Yeh, Birger Niklas, Brent Brewington, Caddy, Flemming Miguel, Justinas Petuchovas, JustinianOfByzantium, Kara de la Marck, Kevin Ferris, LOU Xun, Lawrence Wu, Leonardo R. Jorge, Luke Smith, Mackenzie Haight, Matt Herman, Matt Wittbrodt, Matthew Hendrickson, Matthew Vine, Max Ranieri, Gérôme Meyer, Gregory Jefferis, Hengni Cai, Hojjat Salmasian, Ivan Krukov, Jacek Kolacz, Jajo, Jazz Weisman, Jen Ren, John D. Storey, Jonas Otten, JonathanNankivell