The Vistorian & the Bertifier

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

Transcript

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
   

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

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

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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)
   

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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)
   

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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
   

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

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

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

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

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

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

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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.
    

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

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

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

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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
    

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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 :
    

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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
    

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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
    

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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41. The Vistorian The Bertifier Conclusion Références
    VISUALIZING DYNAMIC MULTIVARIATE
    GEOGRAPHICAL NETWORKS
    [- Demo -]
    http://vistorian.net/
    

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42. The Vistorian The Bertifier Conclusion Références
    [- AND NOW... -]
    

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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)
    

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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).
    

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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)
    

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46. The Vistorian The Bertifier Conclusion Références
    TABLES AND MATRICES
    

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47. The Vistorian The Bertifier Conclusion Références
    TABLES AND MATRICES
    Bertin (1977)
    

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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).
    

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49. The Vistorian The Bertifier Conclusion Références
    ANOTHER NICE STORY TO READ ONLINE
    

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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...
    

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51. The Vistorian The Bertifier Conclusion Références
    THANK YOU M. BERTIN !
    

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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),...
    

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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).
    

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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.
    

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