Building Data Narrative: Discovering Haight Street

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Slides from my Strata Conf talk: http://strataconf.com/strata2012/public/schedule/detail/22449

Slides from my Strata Conf talk: http://strataconf.com/strata2012/public/schedule/detail/22449

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Transcript

  • 1. Building a Data Narrative Discovering Haight Street General Manager Jesper Sparre Andersen Bloom Studio @jandersen @databloomThursday, March 1, 12
  • 2. Data ScienceThursday, March 1, 12
  • 3. How do we make this better?Thursday, March 1, 12
  • 4. Thursday, March 1, 12
  • 5. Statistics Programming VisualizationThursday, March 1, 12
  • 6. Business facing metricsThursday, March 1, 12
  • 7. Thursday, March 1, 12
  • 8. Thursday, March 1, 12
  • 9. Data ArtThursday, March 1, 12
  • 10. What’s a good experience?Thursday, March 1, 12
  • 11. Thursday, March 1, 12
  • 12. Thursday, March 1, 12
  • 13. Algorithms Programming ExpressionThursday, March 1, 12
  • 14. Data UXThursday, March 1, 12
  • 15. Thursday, March 1, 12
  • 16. Thursday, March 1, 12
  • 17. Visible PathThursday, March 1, 12
  • 18. Thursday, March 1, 12
  • 19. Thursday, March 1, 12
  • 20. Thursday, March 1, 12
  • 21. Thursday, March 1, 12
  • 22. Data NarrativeThursday, March 1, 12
  • 23. What if we start with telling the story?Thursday, March 1, 12
  • 24. Statistics Programming Visualization ExpressionThursday, March 1, 12
  • 25. Lots of Types of DataThursday, March 1, 12
  • 26. Lots of Types of VisualizationsThursday, March 1, 12
  • 27. Don’t give users scores Give users storiesThursday, March 1, 12
  • 28. What’s Haight Street Like?Thursday, March 1, 12
  • 29. This is a hard questionThursday, March 1, 12
  • 30. Thursday, March 1, 12
  • 31. Named after California pioneer and exchange banker Henry HaightThursday, March 1, 12
  • 32. City of San FranciscoThursday, March 1, 12
  • 33. Municipal Record March 16, 1916, page 87, “named for Fletcher Haight, a prominent lawyer and later U.S. District Judge”Thursday, March 1, 12
  • 34. ØThursday, March 1, 12
  • 35. Thursday, March 1, 12
  • 36. 1.8 miles long Notable Buildings: San Francisco City Hall Cal Academy of Sciences de Young MuseumThursday, March 1, 12
  • 37. Wikipedia (Haight-Asbury)Thursday, March 1, 12
  • 38. Thursday, March 1, 12
  • 39. Named after California governor and exchange banker Henry Haight (this is the other Henry Haight’s father)Thursday, March 1, 12
  • 40. We don’t think of streets as entitiesThursday, March 1, 12
  • 41. We think streets as an experienceThursday, March 1, 12
  • 42. PsychogeographyThursday, March 1, 12
  • 43. Hard Facts & Soft FactsThursday, March 1, 12
  • 44. Hard FactsThursday, March 1, 12
  • 45. What’s the geography?Thursday, March 1, 12
  • 46. Open Street MapsThursday, March 1, 12
  • 47. Thursday, March 1, 12
  • 48. 100! 90! 80! 70! 60! 50! 40! 30! 20! 10! 0! 0! 0.5! 1! 1.5! 2! 2.5! 3!Thursday, March 1, 12
  • 49. What’s of interest?Thursday, March 1, 12
  • 50. Thursday, March 1, 12
  • 51. Thursday, March 1, 12
  • 52. Arts & Entertainment Travel & Transport Professional & Other Places Shops & Services Nightlife Spots Gyms or Fitness Centers Food Great OutdoorsThursday, March 1, 12
  • 53. Arts & Entertainment Travel & Transport Professional & Other Places Shops & Services Nightlife Spots Gyms or Fitness Centers Food Great OutdoorsThursday, March 1, 12
  • 54. Voronoi TesselationThursday, March 1, 12
  • 55. Thursday, March 1, 12
  • 56. Area densities 0.20 0.15 0.10 0.05 0.00 −25 −20 −15 −10 −5 0Thursday, March 1, 12
  • 57. Thursday, March 1, 12
  • 58. Thursday, March 1, 12
  • 59. Thursday, March 1, 12
  • 60. Thursday, March 1, 12
  • 61. Thursday, March 1, 12
  • 62. Thursday, March 1, 12
  • 63. Soft FactsThursday, March 1, 12
  • 64. Where is it safe?Thursday, March 1, 12
  • 65. DataSF.orgThursday, March 1, 12
  • 66. How do you measure?Thursday, March 1, 12
  • 67. Thursday, March 1, 12
  • 68. Thursday, March 1, 12
  • 69. Day NightThursday, March 1, 12
  • 70. Thursday, March 1, 12
  • 71. What are people like?Thursday, March 1, 12
  • 72. Thursday, March 1, 12
  • 73. LanguageThursday, March 1, 12
  • 74. Thursday, March 1, 12
  • 75. DistributionThursday, March 1, 12
  • 76. Thursday, March 1, 12
  • 77. Thursday, March 1, 12
  • 78. Thursday, March 1, 12
  • 79. Thursday, March 1, 12
  • 80. LocationThursday, March 1, 12
  • 81. Swedish Dutch Slovak Indonesian Thai Spanish Czech French Japanese ItalianThursday, March 1, 12
  • 82. Are there differences in gender?Thursday, March 1, 12
  • 83. Thursday, March 1, 12
  • 84. 60.3%:39.7% prior 50.7%:49.3%Thursday, March 1, 12
  • 85. Women MenThursday, March 1, 12
  • 86. SentimentThursday, March 1, 12
  • 87. Naïve BayesThursday, March 1, 12
  • 88. Negative PositiveThursday, March 1, 12
  • 89. What do people say?Thursday, March 1, 12
  • 90. Maximum entropyThursday, March 1, 12
  • 91. Thursday, March 1, 12
  • 92. Thursday, March 1, 12
  • 93. Thursday, March 1, 12
  • 94. What do folks remember?Thursday, March 1, 12
  • 95. Thursday, March 1, 12
  • 96. Thursday, March 1, 12
  • 97. Where do people go?Thursday, March 1, 12
  • 98. Thursday, March 1, 12
  • 99. What next?Thursday, March 1, 12
  • 100. Users deserve storiesThursday, March 1, 12
  • 101. There are stories for anything...Thursday, March 1, 12
  • 102. Thank you! General Manager Jesper Sparre Andersen Bloom Studio @jandersen @databloomThursday, March 1, 12