SlideShare una empresa de Scribd logo
1 de 76
Descargar para leer sin conexión
On Data Visualization
   Michal Migurski, Stamen Design
Stamen
  Eric Rodenbeck
Michal Migurski (me)
    Shawn Allen
Deborah Monaghan
Aaron Straup Cope
Geraldine Sarmiento
   Patrick Dillon
   Julie Bottrell
Data is Passive?
“Obtain, scrub,
explore, model,
  interpret”
Hilary Mason and Chris Wiggins
 A Taxonomy of Data Science
        http://sta.mn/55
“Acquire, parse,
filter, mine, represent,
   refine, interact”
               Ben Fry
   Computational Information Design
          http://sta.mn/jkc
“Data is the
Intel Inside”
    Tim O’Reilly
 Web 2.0 Manifesto
 http://sta.mn/hp8
People are active,
  Data moves.
      1) Fire hoses
      2) Slow leaks
     3) Bending time
“It’s a short jump from
 numbers to stories”
         Kate Lutz
        (Yesterday)
Fire Hoses
Live online services,
like Digg and Twitter
“The obvious sticking point … seems to be
about new media and old. No one is surprised
at frantic cell phone calls in a hospital waiting
  room, but apparently button mashing on a
  cellphone to alert friends via text to twitter
    is a surprise, simply because it is new.”

      —Matt Haughey, http://sta.mn/4h
http://sta.mn/rz
http://sta.mn/rz
http://sta.mn/rz
http://sta.mn/rz
http://sta.mn/8sg
http://sta.mn/23
http://sta.mn/yqz
“Weird Poetry”
   “Right this second as I type this—ask in
60 seconds and it will have changed—there is
 a box that says, in words of decreasing size,
“Curling pants Norwegian Olympic Olympics
    team.” We’re not the only ones who are
 fascinated by those pants, to say the least.”

   —Linda Holmes, NPR, http://sta.mn/b8
http://sta.mn/pp
Slow Leaks
Official sources, the U.S. Census, USGS,
     Local government crime data
http://sta.mn/gj
http://sta.mn/3jr
http://sta.mn/87
http://sta.mn/mj
http://sta.mn/xt
http://sta.mn/xt
http://sta.mn/sw
“We have a Beat1X NCPC meeting
next week—I'll be able to show up more
  prepared than OPD—our experience
 has been that they seldom if ever have
   current statistics to share with us.”
http://sta.mn/sw
http://sta.mn/sw
http://sta.mn/sw
http://sta.mn/ct
http://sta.mn/ct
http://sta.mn/ct
http://sta.mn/ct
http://sta.mn/ct
http://sta.mn/ct
Bending Time
  Forthcoming work on global
sea level rise for Climate Central
Participation…
    (thank you)
Data & Questions
· Twitter Messages
· Foursquare Check-ins
· Point-of-Sale Transactions
· Block-Level Demographics
· Yelp Listings

1) Pick a data source above,
2) Name a “fallen” brand/company/client, and
3) Explore an application of visual metaphor
   and interactive behavior to link that data and
   brand.
Planningness 2010
Planningness 2010

Más contenido relacionado

Destacado

Destacado (6)

Experience Planning
Experience PlanningExperience Planning
Experience Planning
 
Planning-ness 2013
Planning-ness 2013Planning-ness 2013
Planning-ness 2013
 
Planningness 2011
Planningness 2011Planningness 2011
Planningness 2011
 
Brand Experience Design
Brand Experience DesignBrand Experience Design
Brand Experience Design
 
Brand Experience Planning
Brand Experience PlanningBrand Experience Planning
Brand Experience Planning
 
Brand experience research and insights
Brand experience research and insightsBrand experience research and insights
Brand experience research and insights
 

Similar a Planningness 2010

How to follow actors through their traces. Exploiting digital traceability
How to follow actors through their traces. Exploiting digital traceabilityHow to follow actors through their traces. Exploiting digital traceability
How to follow actors through their traces. Exploiting digital traceabilityINRIA - ENS Lyon
 
Scraping the Social? Issues in real-time social research (Departmental Semina...
Scraping the Social? Issues in real-time social research (Departmental Semina...Scraping the Social? Issues in real-time social research (Departmental Semina...
Scraping the Social? Issues in real-time social research (Departmental Semina...Sociology@Essex
 
What Data Can Do: A Typology of Mechanisms . Angèle Christin
What Data Can Do: A Typology of Mechanisms . Angèle Christin What Data Can Do: A Typology of Mechanisms . Angèle Christin
What Data Can Do: A Typology of Mechanisms . Angèle Christin eraser Juan José Calderón
 
Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science  Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science suresh sood
 
An Invisible Woman - Lynn Conway
An Invisible Woman - Lynn ConwayAn Invisible Woman - Lynn Conway
An Invisible Woman - Lynn ConwayUNICORNS IN TECH
 
Electronic Media And United States Terrorism
Electronic Media And United States TerrorismElectronic Media And United States Terrorism
Electronic Media And United States TerrorismThomas Riner
 
2600 v11 n3 (autumn 1994)
2600 v11 n3 (autumn 1994)2600 v11 n3 (autumn 1994)
2600 v11 n3 (autumn 1994)Felipe Prado
 
Emerging Trends from SXSW2015 - Iskander Smit
Emerging Trends from SXSW2015 - Iskander SmitEmerging Trends from SXSW2015 - Iskander Smit
Emerging Trends from SXSW2015 - Iskander SmitInfo.nl
 
Sharing experiences of SXSW2015 - Iskander Smit - LABSinfonl
Sharing experiences of SXSW2015 - Iskander Smit - LABSinfonlSharing experiences of SXSW2015 - Iskander Smit - LABSinfonl
Sharing experiences of SXSW2015 - Iskander Smit - LABSinfonlIskander Smit
 
Journalism, data and storytelling: navigating the battlefield
Journalism, data and storytelling: navigating the battlefieldJournalism, data and storytelling: navigating the battlefield
Journalism, data and storytelling: navigating the battlefieldPaul Bradshaw
 
NYC Data Science Meetup: Computational Social Science
NYC Data Science Meetup: Computational Social ScienceNYC Data Science Meetup: Computational Social Science
NYC Data Science Meetup: Computational Social Sciencejakehofman
 
Infopresse montreal feb 6 big data
Infopresse montreal feb 6   big dataInfopresse montreal feb 6   big data
Infopresse montreal feb 6 big dataAlistair Croll
 
Quantified Self and Philosophy
Quantified Self and PhilosophyQuantified Self and Philosophy
Quantified Self and PhilosophyJoerg Blumtritt
 
Ice summer school-5-7-2013
Ice summer school-5-7-2013Ice summer school-5-7-2013
Ice summer school-5-7-2013Jun Hu
 
Frontiers of Computational Journalism week 8 - Visualization and Network Anal...
Frontiers of Computational Journalism week 8 - Visualization and Network Anal...Frontiers of Computational Journalism week 8 - Visualization and Network Anal...
Frontiers of Computational Journalism week 8 - Visualization and Network Anal...Jonathan Stray
 
A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...
A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...
A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...Junaid Qadir
 
European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –
European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –
European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –BetseyCalderon89
 
Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...
Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...
Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...SocialMediaDayMI
 

Similar a Planningness 2010 (20)

How to follow actors through their traces. Exploiting digital traceability
How to follow actors through their traces. Exploiting digital traceabilityHow to follow actors through their traces. Exploiting digital traceability
How to follow actors through their traces. Exploiting digital traceability
 
Scraping the Social? Issues in real-time social research (Departmental Semina...
Scraping the Social? Issues in real-time social research (Departmental Semina...Scraping the Social? Issues in real-time social research (Departmental Semina...
Scraping the Social? Issues in real-time social research (Departmental Semina...
 
What Data Can Do: A Typology of Mechanisms . Angèle Christin
What Data Can Do: A Typology of Mechanisms . Angèle Christin What Data Can Do: A Typology of Mechanisms . Angèle Christin
What Data Can Do: A Typology of Mechanisms . Angèle Christin
 
Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science  Data Science Innovations : Democratisation of Data and Data Science
Data Science Innovations : Democratisation of Data and Data Science
 
An Invisible Woman - Lynn Conway
An Invisible Woman - Lynn ConwayAn Invisible Woman - Lynn Conway
An Invisible Woman - Lynn Conway
 
Electronic Media And United States Terrorism
Electronic Media And United States TerrorismElectronic Media And United States Terrorism
Electronic Media And United States Terrorism
 
2600 v11 n3 (autumn 1994)
2600 v11 n3 (autumn 1994)2600 v11 n3 (autumn 1994)
2600 v11 n3 (autumn 1994)
 
Where's the story?
Where's the story?Where's the story?
Where's the story?
 
Emerging Trends from SXSW2015 - Iskander Smit
Emerging Trends from SXSW2015 - Iskander SmitEmerging Trends from SXSW2015 - Iskander Smit
Emerging Trends from SXSW2015 - Iskander Smit
 
Sharing experiences of SXSW2015 - Iskander Smit - LABSinfonl
Sharing experiences of SXSW2015 - Iskander Smit - LABSinfonlSharing experiences of SXSW2015 - Iskander Smit - LABSinfonl
Sharing experiences of SXSW2015 - Iskander Smit - LABSinfonl
 
Journalism, data and storytelling: navigating the battlefield
Journalism, data and storytelling: navigating the battlefieldJournalism, data and storytelling: navigating the battlefield
Journalism, data and storytelling: navigating the battlefield
 
NYC Data Science Meetup: Computational Social Science
NYC Data Science Meetup: Computational Social ScienceNYC Data Science Meetup: Computational Social Science
NYC Data Science Meetup: Computational Social Science
 
Infopresse montreal feb 6 big data
Infopresse montreal feb 6   big dataInfopresse montreal feb 6   big data
Infopresse montreal feb 6 big data
 
Quantified Self and Philosophy
Quantified Self and PhilosophyQuantified Self and Philosophy
Quantified Self and Philosophy
 
Ice summer school-5-7-2013
Ice summer school-5-7-2013Ice summer school-5-7-2013
Ice summer school-5-7-2013
 
Frontiers of Computational Journalism week 8 - Visualization and Network Anal...
Frontiers of Computational Journalism week 8 - Visualization and Network Anal...Frontiers of Computational Journalism week 8 - Visualization and Network Anal...
Frontiers of Computational Journalism week 8 - Visualization and Network Anal...
 
A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...
A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...
A Thinking Person's Guide to Using Big Data for Development: Myths, Opportuni...
 
European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –
European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –
European Journal of Cultural Studies2015, Vol. 18(4-5) 395 –
 
Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...
Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...
Distinguere grano e loglio segnali, rumore e altre storie in un big (data) wo...
 
Cyber Security 4.0 conference 30 November 2016
Cyber Security 4.0 conference 30 November 2016Cyber Security 4.0 conference 30 November 2016
Cyber Security 4.0 conference 30 November 2016
 

Último

Pharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdfPharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdfAayushChavan5
 
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书zdzoqco
 
Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Call Girls Meghani Nagar 7397865700 Independent Call Girls
Call Girls Meghani Nagar 7397865700  Independent Call GirlsCall Girls Meghani Nagar 7397865700  Independent Call Girls
Call Girls Meghani Nagar 7397865700 Independent Call Girlsssuser7cb4ff
 
Design Portfolio - 2024 - William Vickery
Design Portfolio - 2024 - William VickeryDesign Portfolio - 2024 - William Vickery
Design Portfolio - 2024 - William VickeryWilliamVickery6
 
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证nhjeo1gg
 
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024CristobalHeraud
 
办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一
办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一
办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一F La
 
Call Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full NightCall Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full Nightssuser7cb4ff
 
办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一
办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一
办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一diploma 1
 
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree 毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree ttt fff
 
Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)
Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)
Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)jennyeacort
 
Call Girls Satellite 7397865700 Ridhima Hire Me Full Night
Call Girls Satellite 7397865700 Ridhima Hire Me Full NightCall Girls Satellite 7397865700 Ridhima Hire Me Full Night
Call Girls Satellite 7397865700 Ridhima Hire Me Full Nightssuser7cb4ff
 
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services DubaiDubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubaikojalkojal131
 
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一z xss
 
group_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdfgroup_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdfneelspinoy
 
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一Fi L
 
Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025Rndexperts
 

Último (20)

Pharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdfPharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdf
 
Call Girls in Pratap Nagar, 9953056974 Escort Service
Call Girls in Pratap Nagar,  9953056974 Escort ServiceCall Girls in Pratap Nagar,  9953056974 Escort Service
Call Girls in Pratap Nagar, 9953056974 Escort Service
 
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
 
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
 
Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Okhla Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls Meghani Nagar 7397865700 Independent Call Girls
Call Girls Meghani Nagar 7397865700  Independent Call GirlsCall Girls Meghani Nagar 7397865700  Independent Call Girls
Call Girls Meghani Nagar 7397865700 Independent Call Girls
 
Design Portfolio - 2024 - William Vickery
Design Portfolio - 2024 - William VickeryDesign Portfolio - 2024 - William Vickery
Design Portfolio - 2024 - William Vickery
 
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
 
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
 
办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一
办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一
办理(宾州州立毕业证书)美国宾夕法尼亚州立大学毕业证成绩单原版一比一
 
Call Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full NightCall Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full Night
 
办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一
办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一
办理(USYD毕业证书)澳洲悉尼大学毕业证成绩单原版一比一
 
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree 毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)
Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)
Call Us ✡️97111⇛47426⇛Call In girls Vasant Vihar༒(Delhi)
 
Call Girls Satellite 7397865700 Ridhima Hire Me Full Night
Call Girls Satellite 7397865700 Ridhima Hire Me Full NightCall Girls Satellite 7397865700 Ridhima Hire Me Full Night
Call Girls Satellite 7397865700 Ridhima Hire Me Full Night
 
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services DubaiDubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
 
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
 
group_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdfgroup_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdf
 
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
 
Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025
 

Planningness 2010