SlideShare uma empresa Scribd logo
1 de 38
http://imusgeographics.com/
http://www.slate.com/articles/arts/culturebox/2012/01/the_best_american_wall_map_david_imus_the_essential_geography_of_the_united_states_of_america_.html
                                                         Portent Inc - www.portent.com
Edward Tufte
Data Visualization and YOU
 Where’s Josh been for 2 weeks?
MAPS!!!!!!!
    Portent Inc - www.portent.com
Maps are a metaphor for every
presentation and/or diagram we make




             Portent Inc - www.portent.com
WHY?
 Portent Inc - www.portent.com
Maps
• Zero “chartjunk”
• Rich information




                 Portent Inc - www.portent.com
Things that must
GO AWAY
     Portent Inc - www.portent.com
Things that must GO AWAY
☺ The
☺ Slow
☺ Reveal
☺ Of
                400                                   16
                350                                   14
                300                                   12
                250                                   10

☺ Information   200
                150
                100
                                                      8
                                                      6
                                                      4
                 50                                   2    Conversions
                  0                                   0
                                                           CPA




                      Portent Inc - www.portent.com
Things that must GO AWAY
☺ Reading aloud to the audience

This is important to be limited because of a
couple reasons. Namely, it’s belittling. It’s also a
bit confusing, and a waste of a complete slide in
your deck. Plus, it turns the presentation into a
lecture because of


                    Portent Inc - www.portent.com
Things that must GO AWAY
☺ The Dominance of the Speaker




                Portent Inc - www.portent.com
Things that must GO AWAY
☺ Pre-specification of a visualization method




http://blog.jgc.org/2009/08/please-dont-use-pie-charts.html


                                                        Portent Inc - www.portent.com
Things that must GO AWAY
☺ Generic Linking Lines




http://www.edwardtufte.com/bboard/q-and-a-fetch-msg?msg_id=0001TV
                                                   Portent Inc - www.portent.com
Things that must GO AWAY
☺ Boxes




          http://www.edwardtufte.com/bboard/q-and-a-fetch-msg?msg_id=0001TV




                              Portent Inc - www.portent.com
Things that must GO AWAY
☺Smiley Face Bullets
☹ Smiley Face Bullets




                 Portent Inc - www.portent.com
Supergraphics v. Infographics
What’s a
Supergraphic?
    Portent Inc - www.portent.com
Minard’s Figurative Map of Napoleon’s
           March on Russia




              Portent Inc - www.portent.com
Supergraphics
• Conventional and simplistic design
• Multiple complex data points
• 95% of data may be useless to individuals, but
  not to the whole audience
• Follows 6 Grand Principles of Analytical Design




                  Portent Inc - www.portent.com
What’s an
Infographic?
    Portent Inc - www.portent.com
Uninformative Shit




    Portent Inc - www.portent.com
Not always…
http://www.gatesfoundation.org/infographics/Pages/women-in-agriculture-
info.aspx

http://visual.ly/olympia-interactive-visualization-modern-
olympics?view=true

http://visual.ly/mexican-cartels-0




                            Portent Inc - www.portent.com
Making Data Better
Mode Indifference




    Portent Inc - www.portent.com
What?
 Portent Inc - www.portent.com
Mode Indifference
When we reason causality, we don’t care how it’s displayed

Information is not to be communicated, but rather architected




                           Portent Inc - www.portent.com
Examples in Excel
      Week    Cost         Clicks           Impressions      CPC        CTR           Conversions    CPA        Conv Rate

3/4 - 3/10     $2,698.67              278           42,237     $9.71          0.66%              4    $674.67          1.44%
3/11 - 3/17    $2,488.84              269           46,768     $9.25          0.58%              8    $311.11          2.97%
3/18 - 3/24    $2,552.74              286           45,924     $8.93          0.62%             10    $255.27          3.50%
3/25 - 3/31    $2,303.92              243           39,779     $9.48          0.61%              7    $329.13          2.88%
March         $11,186.23            1,199          189,843     $9.33          0.63%             36    $310.73          3.00%
4/1 - 4/7      $2,736.58              332           50,772     $8.24          0.65%             12    $228.05          3.61%
4/8 - 4/14     $3,037.54              360           57,439     $8.44          0.63%             11    $276.14          3.06%
4/15 - 4/21    $2,201.67              288           47,873     $7.64          0.60%              8    $275.21          2.78%
4/22 - 4/28     $849.27               148           22,419     $5.74          0.66%              8    $106.16          5.41%
4/29 - 5/5     $1,819.52              251           32,219     $7.25          0.78%             19     $95.76          7.57%
April          $9,028.78            1,166          183,838     $7.74          0.63%             41    $220.21          3.52%




                                             Portent Inc - www.portent.com
Sorry Ryan
   Portent Inc - www.portent.com
Examples in Excel
      Week        Cost         Clicks           Impressions      CPC        CTR           Conversions    CPA        Conv Rate

3/4 - 3/10         $2,698.67              278           42,237     $9.71          0.66%              4    $674.67          1.44%
3/11 - 3/17        $2,488.84              269           46,768     $9.25          0.58%              8    $311.11          2.97%
3/18 - 3/24        $2,552.74              286           45,924     $8.93          0.62%             10    $255.27          3.50%
3/25 - 3/31        $2,303.92              243           39,779     $9.48          0.61%              7    $329.13          2.88%
March             $11,186.23            1,199          189,843     $9.33          0.63%             36    $310.73          3.00%
4/1 - 4/7          $2,736.58              332           50,772     $8.24          0.65%             12    $228.05          3.61%
4/8 - 4/14         $3,037.54              360           57,439     $8.44          0.63%             11    $276.14          3.06%
4/15 - 4/21        $2,201.67              288           47,873     $7.64          0.60%              8    $275.21          2.78%
4/22 - 4/28         $849.27               148           22,419     $5.74          0.66%              8    $106.16          5.41%
4/29 - 5/5         $1,819.52              251           32,219     $7.25          0.78%             19     $95.76          7.57%
April              $9,028.78            1,166          183,838     $7.74          0.63%             41    $220.21          3.52%

        Sparklines & DataBars help our customers (and ourselves) better visualize data




                                                 Portent Inc - www.portent.com
Examples in Excel


Sparklines help us communicate to our customers, by providing visual context to our notes




                                  Portent Inc - www.portent.com
Examples in Excel




    Portent Inc - www.portent.com
Examples in Excel




    Portent Inc - www.portent.com
Mode Indifference


Data next to visualization leads to
 Better understanding & communication




                             Portent Inc - www.portent.com
Happy Clients

    Portent Inc - www.portent.com
Informed Team

    Portent Inc - www.portent.com
Make it Work
How Does this Effect Portent?
• Site Design
  – Alternative design styles – hipmunk.com
  – Clear, creative, informative design
• More Detailed Graphics
  – Infographics that deserve to be shared
• Site Organization
  – Information architecture with varying line width/style
• Team Organization
  – Client launch flow charts, project management, org
    charts, etc.

                      Portent Inc - www.portent.com
How Does this Effect Portent?




          Portent Inc - www.portent.com
Thank You!
Josh Patrice
Portent SEO Team Lead
email – josh@portent.com
twitter – @syzlak
linkedin – http://www.linkedin.com/in/joshpatrice




                                             Portent Inc
                                             www.portent.com

                            Portent Inc - www.portent.com

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Tufte data visualization and you

  • 2. Edward Tufte Data Visualization and YOU Where’s Josh been for 2 weeks?
  • 3. MAPS!!!!!!! Portent Inc - www.portent.com
  • 4. Maps are a metaphor for every presentation and/or diagram we make Portent Inc - www.portent.com
  • 5. WHY? Portent Inc - www.portent.com
  • 6. Maps • Zero “chartjunk” • Rich information Portent Inc - www.portent.com
  • 7. Things that must GO AWAY Portent Inc - www.portent.com
  • 8. Things that must GO AWAY ☺ The ☺ Slow ☺ Reveal ☺ Of 400 16 350 14 300 12 250 10 ☺ Information 200 150 100 8 6 4 50 2 Conversions 0 0 CPA Portent Inc - www.portent.com
  • 9. Things that must GO AWAY ☺ Reading aloud to the audience This is important to be limited because of a couple reasons. Namely, it’s belittling. It’s also a bit confusing, and a waste of a complete slide in your deck. Plus, it turns the presentation into a lecture because of Portent Inc - www.portent.com
  • 10. Things that must GO AWAY ☺ The Dominance of the Speaker Portent Inc - www.portent.com
  • 11. Things that must GO AWAY ☺ Pre-specification of a visualization method http://blog.jgc.org/2009/08/please-dont-use-pie-charts.html Portent Inc - www.portent.com
  • 12. Things that must GO AWAY ☺ Generic Linking Lines http://www.edwardtufte.com/bboard/q-and-a-fetch-msg?msg_id=0001TV Portent Inc - www.portent.com
  • 13. Things that must GO AWAY ☺ Boxes http://www.edwardtufte.com/bboard/q-and-a-fetch-msg?msg_id=0001TV Portent Inc - www.portent.com
  • 14. Things that must GO AWAY ☺Smiley Face Bullets ☹ Smiley Face Bullets Portent Inc - www.portent.com
  • 16. What’s a Supergraphic? Portent Inc - www.portent.com
  • 17. Minard’s Figurative Map of Napoleon’s March on Russia Portent Inc - www.portent.com
  • 18. Supergraphics • Conventional and simplistic design • Multiple complex data points • 95% of data may be useless to individuals, but not to the whole audience • Follows 6 Grand Principles of Analytical Design Portent Inc - www.portent.com
  • 19. What’s an Infographic? Portent Inc - www.portent.com
  • 20. Uninformative Shit Portent Inc - www.portent.com
  • 23. Mode Indifference Portent Inc - www.portent.com
  • 24. What? Portent Inc - www.portent.com
  • 25. Mode Indifference When we reason causality, we don’t care how it’s displayed Information is not to be communicated, but rather architected Portent Inc - www.portent.com
  • 26. Examples in Excel Week Cost Clicks Impressions CPC CTR Conversions CPA Conv Rate 3/4 - 3/10 $2,698.67 278 42,237 $9.71 0.66% 4 $674.67 1.44% 3/11 - 3/17 $2,488.84 269 46,768 $9.25 0.58% 8 $311.11 2.97% 3/18 - 3/24 $2,552.74 286 45,924 $8.93 0.62% 10 $255.27 3.50% 3/25 - 3/31 $2,303.92 243 39,779 $9.48 0.61% 7 $329.13 2.88% March $11,186.23 1,199 189,843 $9.33 0.63% 36 $310.73 3.00% 4/1 - 4/7 $2,736.58 332 50,772 $8.24 0.65% 12 $228.05 3.61% 4/8 - 4/14 $3,037.54 360 57,439 $8.44 0.63% 11 $276.14 3.06% 4/15 - 4/21 $2,201.67 288 47,873 $7.64 0.60% 8 $275.21 2.78% 4/22 - 4/28 $849.27 148 22,419 $5.74 0.66% 8 $106.16 5.41% 4/29 - 5/5 $1,819.52 251 32,219 $7.25 0.78% 19 $95.76 7.57% April $9,028.78 1,166 183,838 $7.74 0.63% 41 $220.21 3.52% Portent Inc - www.portent.com
  • 27. Sorry Ryan Portent Inc - www.portent.com
  • 28. Examples in Excel Week Cost Clicks Impressions CPC CTR Conversions CPA Conv Rate 3/4 - 3/10 $2,698.67 278 42,237 $9.71 0.66% 4 $674.67 1.44% 3/11 - 3/17 $2,488.84 269 46,768 $9.25 0.58% 8 $311.11 2.97% 3/18 - 3/24 $2,552.74 286 45,924 $8.93 0.62% 10 $255.27 3.50% 3/25 - 3/31 $2,303.92 243 39,779 $9.48 0.61% 7 $329.13 2.88% March $11,186.23 1,199 189,843 $9.33 0.63% 36 $310.73 3.00% 4/1 - 4/7 $2,736.58 332 50,772 $8.24 0.65% 12 $228.05 3.61% 4/8 - 4/14 $3,037.54 360 57,439 $8.44 0.63% 11 $276.14 3.06% 4/15 - 4/21 $2,201.67 288 47,873 $7.64 0.60% 8 $275.21 2.78% 4/22 - 4/28 $849.27 148 22,419 $5.74 0.66% 8 $106.16 5.41% 4/29 - 5/5 $1,819.52 251 32,219 $7.25 0.78% 19 $95.76 7.57% April $9,028.78 1,166 183,838 $7.74 0.63% 41 $220.21 3.52% Sparklines & DataBars help our customers (and ourselves) better visualize data Portent Inc - www.portent.com
  • 29. Examples in Excel Sparklines help us communicate to our customers, by providing visual context to our notes Portent Inc - www.portent.com
  • 30. Examples in Excel Portent Inc - www.portent.com
  • 31. Examples in Excel Portent Inc - www.portent.com
  • 32. Mode Indifference Data next to visualization leads to Better understanding & communication Portent Inc - www.portent.com
  • 33. Happy Clients Portent Inc - www.portent.com
  • 34. Informed Team Portent Inc - www.portent.com
  • 36. How Does this Effect Portent? • Site Design – Alternative design styles – hipmunk.com – Clear, creative, informative design • More Detailed Graphics – Infographics that deserve to be shared • Site Organization – Information architecture with varying line width/style • Team Organization – Client launch flow charts, project management, org charts, etc. Portent Inc - www.portent.com
  • 37. How Does this Effect Portent? Portent Inc - www.portent.com
  • 38. Thank You! Josh Patrice Portent SEO Team Lead email – josh@portent.com twitter – @syzlak linkedin – http://www.linkedin.com/in/joshpatrice Portent Inc www.portent.com Portent Inc - www.portent.com