The Vistorian & the Bertifier

The Vistorian & the Bertifier

Comment visualiser les réseaux dans l’espace et dans le temps ?
Comment voir des tables ? The Bertifier

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visualisation de données

January 10, 2019
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  1. The Vistorian The Bertifier Conclusion Références The Vistorian & the

    Bertifier : Two online tools for visualizing Networks and Tables Christophe Bontemps Toulouse School of Economics, INRA @Xtophe_Bontemps
  2. The Vistorian The Bertifier Conclusion Références ABOUT ME & MY

    JOB Econometrician @INRA & Toulouse School of Economics
  3. The Vistorian The Bertifier Conclusion Références ABOUT ME & MY

    JOB Econometrician @INRA & Toulouse School of Economics R useR ! (Local organizer of useR! 2019)
  4. The Vistorian The Bertifier Conclusion Références ABOUT ME & MY

    JOB Econometrician @INRA & Toulouse School of Economics R useR ! (Local organizer of useR! 2019) Teach Data Visualisation & other stuff (Economics, statistics)
  5. The Vistorian The Bertifier Conclusion Références ABOUT ME & MY

    JOB Econometrician @INRA & Toulouse School of Economics R useR ! (Local organizer of useR! 2019) Teach Data Visualisation & other stuff (Economics, statistics)
  6. The Vistorian The Bertifier Conclusion Références ABOUT ME & MY

    JOB Econometrician @INRA & Toulouse School of Economics R useR ! (Local organizer of useR! 2019) Teach Data Visualisation & other stuff (Economics, statistics) Co-organiser of the Toulouse Dataviz Meetup
  7. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Visualizing : Dynamic, Multivariate, and Geographic Networks
  8. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Visualizing : Dynamic, Multivariate, and Geographic Networks
  9. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Visualizing : Dynamic, Multivariate, and Geographic Networks
  10. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Visualizing : Dynamic, Multivariate, and Geographic Networks
  11. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Visualizing : Dynamic, Multivariate, and Geographic Networks
  12. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Visualizing : Dynamic, Multivariate, and Geographic Networks
  13. The Vistorian The Bertifier Conclusion Références [- THE VISTORIAN -]

    Another great tool from the AVIZ team @INRIA Related papers : Bach et al. (2015) , Molinero et al. (2017) This presentation is largely inspired by Benjamin Bach’s tutorial : https://github.com/networkcube/networkcube/wiki.
  14. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data :
  15. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data : Sender → receiver
  16. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data : Sender → receiver Spatial type of data :
  17. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data : Sender → receiver Spatial type of data : Location of sender → location receiver
  18. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data : Sender → receiver Spatial type of data : Location of sender → location receiver Time series data :
  19. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data : Sender → receiver Spatial type of data : Location of sender → location receiver Time series data : Date of the letter
  20. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC, MULTIVARIATE, AND

    GEOGRAPHIC NETWORKS Network type of data : Sender → receiver Spatial type of data : Location of sender → location receiver Time series data : Date of the letter
  21. The Vistorian The Bertifier Conclusion Références VISUALIZING NETWORKS Node-Link Visualisation

  22. The Vistorian The Bertifier Conclusion Références VISUALIZING NETWORKS Node-Link Visualisation

  23. The Vistorian The Bertifier Conclusion Références VISUALIZING NETWORKS Also with

    an Adjacency Matrix
  24. The Vistorian The Bertifier Conclusion Références VISUALIZING NETWORKS Also with

    an Adjacency Matrix
  25. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation :
  26. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation :
  27. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation : Time component with multiple sending (different time) :
  28. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation : Time component with multiple sending (different time) :
  29. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation : Time component with multiple sending (different time) :
  30. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation : Time component with multiple sending (different time) :
  31. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Network

    representation : Time component with multiple sending (different time) :
  32. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Many

    network representation :
  33. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Many

    network representation :
  34. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE NETWORKS Many

    network representation :
  35. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC MULTIVARIATE NETWORKS

    Changes over time ?
  36. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC MULTIVARIATE NETWORKS

    Changes over time ?
  37. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE GEOGRAPHICAL NETWORKS

    GeoMap Visualization
  38. The Vistorian The Bertifier Conclusion Références VISUALIZING MULTIVARIATE GEOGRAPHICAL NETWORKS

    GeoMap Visualization
  39. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC MULTIVARIATE GEOGRAPHICAL

    NETWORKS Dynamic Ego Network Visualization
  40. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC MULTIVARIATE GEOGRAPHICAL

    NETWORKS Dynamic Ego Network Visualization
  41. The Vistorian The Bertifier Conclusion Références VISUALIZING DYNAMIC MULTIVARIATE GEOGRAPHICAL

    NETWORKS [- Demo -] http://vistorian.net/
  42. The Vistorian The Bertifier Conclusion Références [- AND NOW... -]

  43. The Vistorian The Bertifier Conclusion Références TABLES AND MATRICES :

    CASE STUDY Data with many 0/1 variables : Facilities indicators for 16 towns (A-P) Cities A B C D E F G H I J K L M N O P # Facilities 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 School 0 1 1 1 0 0 1 0 0 0 0 1 0 0 1 0 2 Agricultural Coop 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 3 Station 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 1 4 School (one class) 0 1 1 1 0 0 1 0 0 0 0 1 0 0 1 0 5 Vet 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 1 6 No doctor 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 7 No running water 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 8 Police station 0 1 1 1 0 0 1 0 0 0 0 1 0 0 1 0 9 Land consolidation from Bertin (1977)
  44. The Vistorian The Bertifier Conclusion Références [- THE BERTIFIER -]

    "Ordering is visualising" Using Bertin (1977) principles, The AVIZ lab has created the Bertifier. See also this paper Behrisch et al. (2016) and the R package Hahsler et al. (2008).
  45. The Vistorian The Bertifier Conclusion Références TABLES AND MATRICES :

    Data with many 0/1 variables : Facilities indicators for 16 towns (A-P) Bertin (1977)
  46. The Vistorian The Bertifier Conclusion Références TABLES AND MATRICES

  47. The Vistorian The Bertifier Conclusion Références TABLES AND MATRICES Bertin

    (1977)
  48. The Vistorian The Bertifier Conclusion Références TABLES AND MATRICES Using

    Bertin (1977) principles, The AVIZ lab has created the Bertifier. See also the R package Hahsler et al. (2008).
  49. The Vistorian The Bertifier Conclusion Références ANOTHER NICE STORY TO

    READ ONLINE
  50. The Vistorian The Bertifier Conclusion Références BERTIN’S LEGACY IS GREAT

    These tools are quite unique : free, unique, online, simple, helpful, designed for dataviz/science beginners Check them out by yourselves...
  51. The Vistorian The Bertifier Conclusion Références THANK YOU M. BERTIN

    !
  52. The Vistorian The Bertifier Conclusion Références BOOKS AND REFERENCES See

    also his papers Bertin (1970), Bertin (1973), Bertin (1977), Bertin (1979), Bertin (1983), Bertin (1992), Bertin (2000), Bertin (2011) and tributes : Perin et al. (2018),...
  53. The Vistorian The Bertifier Conclusion Références REFERENCES I Bach, B.,

    Henry Riche, N., Fernandez, R., Giannisakis, E., Lee, B., and Fekete, J.-D. (2015). NetworkCube : Bringing Dynamic Network Visualizations to Domain Scientists. Posters of the Conference on Information Visualization (InfoVis). Poster. Behrisch, M., Bach, B., Henry Riche, N., Schreck, T., and Fekete, J.-D. (2016). Matrix Reordering Methods for Table and Network Visualization. Computer Graphics Forum, 35 :24. Bertin, J. (1970). La graphique. Communications, 15(1). Bertin, J. (1973). Sémiologie graphique : Les diagrammes-les réseaux-les cartes. Bertin, J. (1977). La graphique et le traitement graphique de l’information. Number 91 (084.21) BER. Flammarion-Paris. Bertin, J. (1979). Visual perception and cartographic transcription. World cartography, 15 :17–27. Bertin, J. (1983). Semiology of graphics, translation from sémilogie graphique (1977).
  54. The Vistorian The Bertifier Conclusion Références REFERENCES II Bertin, J.

    (1992). La Graphique et le traitement graphique de l’information. Flammarion. Bertin, J. (2000). Matrix theory ofgraphics. Information Design Journal, 10(1) :5–19. Bertin, J. (2011). Graphics and graphic information processing. Walter de Gruyter. Hahsler, M., Hornik, K., and Buchta, C. (2008). Getting things in order : an introduction to the r package seriation. Journal of Statistical Software, 25(3) :1–34. Molinero, V. S., Bach, B., Plaisant, C., Dufournaud, N., and Fekete, J.-D. (2017). Understanding the use of the vistorian : Complementing logs with context mini-questionnaires. In Visualization for the Digital Humanities. Perin, C., Fekete, J.-D., and Dragicevic, P. (2018). Jacques Bertin’s Legacy in Information Visualization and the Reorderable Matrix. Cartography and Geographic Information Science.