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Spatial 
Storytelling 
@mushon 
shual.com // Shenkar.ac.il // obudget.org
1972
Data Visualization 
“The representation and presentation of data 
that exploits our visual perception abilities in order 
to amplify cognition.” 
KIRK, ANDY ( 2 0 1 2 -12-2 6) . DATA VISUAL IZATION: A SUCCESSFUL DESIGN PROCESS (KINDLE LOCATIONS 
451- 452 ) . PACKT PUBL ISHING. KINDLE EDITION
דרגות ניתוח גרפי 3
1)הדרגה השטחית ביותר )
?האם ניתן להבחין בנתונים
2)הדרגה הבאה )
האם ניתן לזהות 
יחסים/היררכיה/ סדר 
?בין הנתונים
3)הדרגה העמוקה ביותר )
להבין את הערכים עצמם/לקרוא
X 
X 
X
eXplanatory 
eXploratory 
eXhibitionary
eXplanatory 
eXploratory 
eXhibitionary
t 
1869
eXplanatory 
eXploratory 
eXhibitionary
1854
eXplanatory 
eXploratory 
eXhibitionary
בחירת הטון 
Determining Tone
רגשי 
מופשט 
פרגמטי 
אנליטי
מיפוי נתונים גיאוגרפיים
כלים זמינים למיפוי נתונים
Thanks! 
& Good Luck! 
@mushon 
shual.com // Shenkar.ac.il // obudget.org

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Spatial storytelling

Editor's Notes

  1. Apollo 17 The image is one of the few to show a fully illuminated Earth, as the astronauts had the Sun behind them when they took the image. NASA rotated the original picture 180 degrees before publishing it.
  2. "On Exactitude in Science” by Jorge Luis Borges High to Low Level of graphic interpretation
  3. Jacques Bertin
  4. The highest level of Bertin's interpretive acts concerned whether we are able to visually discriminate between different data marks or data series: can we actually see and read the data being presented. We must make sure that the way we visually distinguish different categorical and quantitative values is legible and is in no way hidden by way of unnecessary clutter, noise, or distraction.
  5. The highest level of Bertin's interpretive acts concerned whether we are able to visually discriminate between different data marks or data series: can we actually see and read the data being presented. We must make sure that the way we visually distinguish different categorical and quantitative values is legible and is in no way hidden by way of unnecessary clutter, noise, or distraction.
  6. האם ניתן להבחין בנתונים? The highest level of Bertin's interpretive acts concerned whether we are able to visually discriminate between different data marks or data series: can we actually see and read the data being presented. We must make sure that the way we visually distinguish different categorical and quantitative values is legible and is in no way hidden by way of unnecessary clutter, noise, or distraction.
  7. The second act refers to being able to satisfactorily judge the relative order or ranking of values in terms of their magnitude. This is basic pattern matching where we seek to determine the general hierarchy of the values being displayed: where is the most and where is the least, which is the biggest and which is the smallest.
  8. The second act refers to being able to satisfactorily judge the relative order or ranking of values in terms of their magnitude. This is basic pattern matching where we seek to determine the general hierarchy of the values being displayed: where is the most and where is the least, which is the biggest and which is the smallest.
  9. The second act refers to being able to satisfactorily judge the relative order or ranking of values in terms of their magnitude. This is basic pattern matching where we seek to determine the general hierarchy of the values being displayed: where is the most and where is the least, which is the biggest and which is the smallest.
  10. The second act refers to being able to satisfactorily judge the relative order or ranking of values in terms of their magnitude. This is basic pattern matching where we seek to determine the general hierarchy of the values being displayed: where is the most and where is the least, which is the biggest and which is the smallest.
  11. The lowest-level act relates to judging values. Studies have shown how the effectiveness of different visual variables can be ranked based on which most accurately support comparison and pattern perception.
  12. The lowest-level act relates to judging values. Studies have shown how the effectiveness of different visual variables can be ranked based on which most accurately support comparison and pattern perception.
  13. The lowest-level act relates to judging values. Studies have shown how the effectiveness of different visual variables can be ranked based on which most accurately support comparison and pattern perception.
  14. Form / Function
  15. Form / Function
  16. 1869 - Of all of the visualizations in this post, Charles Minard’s map of Napoleon’s March is probably the most famous. Edward Tufte singled it out as “the greatest statistical graphic ever“, pushing it into the public consciousness. Whether it really is the greatest ever or not, this image does a great job of showing the miserable failure of the march, and the correlation with really cold weather.
  17. Form / Function
  18. Today we know that cholera is spread through water, but in the early 1800s people weren’t sure. John Snow’s cholera map helped to show that contaminated wells were at the center of outbreaks. His research helped save countless lives and set the foundation for the field of epidemiology.
  19. Form / Function
  20. Form / Function
  21. - Delivery Tone - Color Type
  22. Map of downtown Chicago
  23. Map of downtown Chicago (Waze)
  24. Mapping geo-spatial data To plot and present datasets with geo-spatial properties via the many different mapping frameworks. A popular approach would be the choropleth map.
  25. Choropleth map Data variables: 2 x quantitative-interval, 1 x quantitative-ratio. Visual variables: Position, color-saturation/lightness.
  26. Dot plot map Data variables: 2 x quantitative-interval. Visual variables: Position.
  27. Bubble plot map Data variables: 2 x quantitative-interval, 1 x quantitative-ratio, 1 x categorical-nominal. Visual variables: Position, area, color-hue.
  28. Isarithmic map (or contour map or topological map) Data variables: Multiple x quantitative, multiple x categorical. Visual variables: Position, color-hue, color-saturation, color-darkness.
  29. Particle flow map Data variables: Multiple x quantitative. Visual variables: Position, direction, thickness, speed.
  30. Cartogram Data variables: 2 x quantitative-interval, 1 x quantitative-ratio. Visual variables: Position, size.
  31. Dorling cartogram Data variables: 2 x categorical, 1 x quantitative-ratio. Visual variables: Position, size, color-hue.
  32. Network connection map Data variables: 2 x quantitative-interval, 1 x categorical-nominal. Visual variables: Position, link, color-hue.
  33. OpenStreetMap.org
  34. Google fusion tables https://support.google.com/fusiontables/answer/2527132?hl=en
  35. cartodb.com
  36. http://cartodb.github.io/odyssey.js/
  37. mapbox.com
  38. GeoJSON.io
  39. leafletjs.com
  40. d3js.org
  41. d3js.org