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Building a Data                           Narrative                          Discovering Haight Street                    ...
Data ScienceThursday, March 1, 12
How do we make this                        better?Thursday, March 1, 12
Thursday, March 1, 12
Statistics                        Programming                        VisualizationThursday, March 1, 12
Business facing                            metricsThursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Data ArtThursday, March 1, 12
What’s a good                        experience?Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Algorithms                        Programming                         ExpressionThursday, March 1, 12
Data UXThursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Visible PathThursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Data NarrativeThursday, March 1, 12
What if we start with                         telling the story?Thursday, March 1, 12
Statistics                        Programming                        Visualization                         ExpressionThurs...
Lots of Types of DataThursday, March 1, 12
Lots of Types of                         VisualizationsThursday, March 1, 12
Don’t give users scores                        Give users storiesThursday, March 1, 12
What’s Haight Street                           Like?Thursday, March 1, 12
This is a hard                          questionThursday, March 1, 12
Thursday, March 1, 12
Named after California pioneer and                         exchange banker Henry HaightThursday, March 1, 12
City of San FranciscoThursday, March 1, 12
Municipal Record                        March 16, 1916, page 87,                        “named for Fletcher Haight, a prom...
ØThursday, March 1, 12
Thursday, March 1, 12
1.8 miles long                        Notable Buildings:                        San Francisco City Hall                   ...
Wikipedia                        (Haight-Asbury)Thursday, March 1, 12
Thursday, March 1, 12
Named after California governor and                        exchange banker Henry Haight                        (this is th...
We don’t think of                        streets as entitiesThursday, March 1, 12
We think streets as                         an experienceThursday, March 1, 12
PsychogeographyThursday, March 1, 12
Hard Facts                            &                        Soft FactsThursday, March 1, 12
Hard FactsThursday, March 1, 12
What’s the                        geography?Thursday, March 1, 12
Open Street MapsThursday, March 1, 12
Thursday, March 1, 12
100!        90!        80!        70!        60!        50!        40!        30!        20!        10!          0!       ...
What’s of interest?Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Arts & Entertainment   Travel & Transport   Professional & Other                                               Places   Sh...
Arts & Entertainment   Travel & Transport   Professional & Other                                                Places    ...
Voronoi TesselationThursday, March 1, 12
Thursday, March 1, 12
Area densities                        0.20                        0.15                        0.10                        ...
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Soft FactsThursday, March 1, 12
Where is it safe?Thursday, March 1, 12
DataSF.orgThursday, March 1, 12
How do you                         measure?Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Day     NightThursday, March 1, 12
Thursday, March 1, 12
What are people like?Thursday, March 1, 12
Thursday, March 1, 12
LanguageThursday, March 1, 12
Thursday, March 1, 12
DistributionThursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
LocationThursday, March 1, 12
Swedish            Dutch      Slovak    Indonesian     Thai               Spanish    Czech     French             Japanese...
Are there differences                         in gender?Thursday, March 1, 12
Thursday, March 1, 12
60.3%:39.7%                        prior             50.7%:49.3%Thursday, March 1, 12
Women     MenThursday, March 1, 12
SentimentThursday, March 1, 12
Naïve BayesThursday, March 1, 12
Negative     PositiveThursday, March 1, 12
What do people say?Thursday, March 1, 12
Maximum entropyThursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
What do folks remember?Thursday, March 1, 12
Thursday, March 1, 12
Thursday, March 1, 12
Where do people go?Thursday, March 1, 12
Thursday, March 1, 12
What next?Thursday, March 1, 12
Users deserve storiesThursday, March 1, 12
There are stories for                            anything...Thursday, March 1, 12
Thank you!                                     General Manager Jesper Sparre Andersen                 Bloom Studio @jander...
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Building Data Narrative: Discovering Haight Street

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

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  • my co-worker's sister-in-law got paid $12019 the prior week. she gets paid on the laptop and bought a $391300 house. All she did was get fortunate and put to work the steps uncovered on this web site>>> lazycash1DOTcom
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Transcript of "Building Data Narrative: Discovering Haight Street"

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

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