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"Dataviz"? la visualisation de données 201213

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Matthieu Jeunet, notre chef de projet, introduit en quelques slides la Dataviz. Bonne lecture !

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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THIS BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download Full EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download Full doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download PDF EBOOK here { https://soo.gd/irt2 } ......................................................................................................................... Download EPUB Ebook here { https://soo.gd/irt2 } ......................................................................................................................... Download doc Ebook here { https://soo.gd/irt2 } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book THIS can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer THIS is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story THIS Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money THIS the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths THIS Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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  • DOWNLOAD THAT BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download Full EPUB Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download Full doc Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download PDF EBOOK here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download EPUB Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download doc Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book that can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer that is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story That Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money That the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths that Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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"Dataviz"? la visualisation de données 201213

  1. 1. « DataviZ » ? LA visualisation de données t Utilisacteur / @utilisacteur / www.utilisacteur.fr
  2. 2. contexte
  3. 3. Couverture de l'édition imprimée de "The Economist" du 25 février 2010 © Brett Ryder http://www.economist.com/node/15579717
  4. 4. 2,5 x 12! 10 octets / jour Source : IBM, juin 2013
 http://www-01.ibm.com/software/fr/data/bigdata/
  5. 5. Knowledge is power — Francis Bacon, 1597
  6. 6. 80% du cerveau est dédié
 au traitement visuel
  7. 7. visualisation de données
  8. 8. Workshop visualisation Client de données — ENSAD Définition « La visualisation
 de données est un ensemble de méthodes
 de représentation graphique, qui, combiné
 à une base de données,
 en facilite l’exploration
 et la compréhension
 car présentée de manière simple et didactique. » ! Source : http://123opendata.com !8
  9. 9. En fait de calculs et de proportion, le plus sûr moyen de frapper l’esprit, est de parler aux yeux — William Playfair, 1780
  10. 10. Quels sont les chiffres au dessus de 1.0 ? KURNIAWAN Trisnadi, 2009, Introduction to Infographics & Data Visualisation http://fr.slideshare.net/trisnadi/infographics-data-visualisation
  11. 11. ▽ KURNIAWAN Trisnadi, 2009, Introduction to Infographics & Data Visualisation http://fr.slideshare.net/trisnadi/infographics-data-visualisation
  12. 12. Carte marine (1504) par Pedro Reinel, cartographe portugais Source : http://en.wikipedia.org/wiki/History_of_cartography
  13. 13. Exemple de graphiques à secteur (1804) par William Playfair, ingénieur et économiste écossais Source : http://link.springer.com/
  14. 14. Diagrammes circulaires (1857) par Florence Nightingale, statisticienne et infirmière britannique Source : http://en.wikipedia.org/wiki/Florence_Nightingale
  15. 15. Exemple de carte de flux (1869) par Charles Joseph Minard, ingénieur civil français Source : http://en.wikipedia.org/wiki/Charles_Joseph_Minard
  16. 16. Exemple de diagramme chronologique (1939) par Willard Brinton Source : BRINTON Willard, Graphic Presentation, 1939
  17. 17. Isotype (1920) par Otto Neurath, sociologue et économiste autrichien et Gerd Arntz, designer Allemand Source : GABORIT Gaëtan, Visualisation de données — les leçons de l’Histoire —, 2012
  18. 18. McCANDLESS David (Data journaliste et designer d’informations britannique), Colours In Culture (2009) Source : informationisbeautiful.net
  19. 19. Visualisation de données ≠ Infographie
  20. 20. Workshop visualisation Client de données — ENSAD Visualisation de données ≠ Infographie Infographie Visualisation de données Représentations visuelles d’informations, de données ou de connaissances utilisées généralement pour venir appuyer une information, la renforcer et la présenter dans un contexte sensé. Affichage visuel de quantités mesurées au moyen d’utilisation combinée de points, de lignes, de système de coordonnées, de nombres, de symboles, de mots et de couleurs. Nutrition Facts Packaging © Audrée Lapierre !20 Little Grey Cells © Graham Morriss
  21. 21. EN PRATIQUE www.smow.com
  22. 22. Workshop visualisation Client de données — ENSAD En pratique Good design makes a product useful Good data visualisation makes information useful ! ! Good design is aesthetic Good data visualisation is aesthetic ! ! Good design makes a product understandable Good data visualisation makes information understandable ! ! Good design is honest Good data visualisation is honest Dieter Rams, designer industriel allemand Source : https://www.vitsoe.com/eu/about/good-design !22
  23. 23. Workshop visualisation Client de données — ENSAD Quelques principes / Avant toutes choses, exposer les données ! / Se concentrer sur le fond avant la conception graphique et les technologies utilisées ! / Eviter l’altération des données ! / Entrainer les yeux à comparer les données ! [A LIRE] : TUFTE R. Edward, The Visual Display of Quantitative Information, 1983 !23
  24. 24. Le secteur de la visualisation de données / Le Data Journalisme / La Data Visualisation comme outil d’aide à la décision ! / Une professionnalisation de la visualisation de données
 (experts, start-up) ! / Une démocratisation de la visualisation de données
 par l’accès à des outils simples et pratiques en ligne ! / Et d’autres domaines en émergence… !24 Workshop visualisation Client de données — ENSAD
  25. 25. Nicholas Felton — The Feltron Report, 2013 http://vimeo.com/70340564
  26. 26. Une visualisation de données interactive et en temps réel (par F. Viégas et M. Wattenberg) Source : http://hint.fm/wind/
  27. 27. Visualisation de 11 000 traînées de condensation, représentant la somme des vols commerciaux aux US toutes les 8 heures Jet Trails, 2007 © Chris Jordan
 http://www.chrisjordan.com/gallery/rtn/#jet-trails
  28. 28. Visualisation d’itinéraires de vols à travers le monde Air Lines © David Greenberg www.lx97.com
  29. 29. New York transit (MTA): one day of activity http://youtu.be/4M0soXr2cHA
  30. 30. Visualisation
 de l’utilisation
 des modes
 de transports
 selon différentes villes http://bit.ly/1jSZQo0
  31. 31. ressources
  32. 32. / Inspirations — — — — — www.feltron.com www.informationisbeautiful.net www.datavisualization.ch www.visualizing.org www.datavisualization.fr ! / Références — — — — — — — — — — — BRINTON Willard, 1939, Graphic Presentation TUFTE R. Edward, 1983, The Visual Display of Quantitative Information MENZEL Peter, 1995, Material World: A Global Family Portrait McCANDLESS David, 2000, Information is Beautiful WARE Colin, 2008, Visual Thinking for Design KURNIAWAN Trisnadi, 2009, Introduction to Infographics & Data Visualisation STEELE Julie, 2010, Beautiful Visualization: Looking at Data through the Eyes of Experts LIMA Manuel, 2011, Visual Complexity: Mapping Patterns of Information GABORIT Gaëtan, 2012, Visualisation de données, les leçons de l’Histoire FELTON Nicholas, 2012, Feltron Annual report CAIRO Alberto, 2012, The Functional art ! / Outils — — — www.visua.ly www.infogr.am www.infoactive.co (beta)
  33. 33. merci ! @mtthjnt
 Matthieu Jeunet,
 chef de projet 
 Utilisacteur

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