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Personal
                Public &
   Playful
                                  Data
 Explorations



Andrew Turner
                           @ajturner
Data
Open Government Data
flickr: jrparis
80%              of the world
live within cell coverage




                                flickr: jrparis
80%              of the world
live within cell coverage




and   50%             of the

world own a mobile phone
                                flickr: jrparis
http://jess3.com/geosocial-universe-2/
unread POI’s 1000+
Black Friday, 2010
Social Media Trajectories
                            http://geocommons.com/maps/89371#
Personal Data
flickr: ejpphoto
How to deal with this data?
Approachable, relevant,
           accessible
http://flowingdata.com
Sharing Visualizations
Tools are often too difficult.
Basic Principles
Basic Principles
   Open Access
Basic Principles
   Open Access

   Visualize
Basic Principles
   Open Access

   Visualize


   Analyze
Power of Place
The role of maps
Maps Reflect & Define Reality




            Waldseemüller Uniersalis Cosmographia
“America”             The role of maps
            Maps Reflect & Define Reality




                        Waldseemüller Uniersalis Cosmographia
Story Mapping
Marshall Islands stick chart
Navigation   19th century
Travel Guides
Spatial Operations
Buffer, Intersect, Aggregation
Correlation, Prediction, Custom

Tools: geos, JTS, PostGIS
Spa$al	
  Aggrega$on:	
  Group	
  data	
  by	
  arbitrary	
  geographic	
  boundaries




                                            (Proprietary	
  and	
  confiden0al)
Spa$al	
  Aggrega$on:	
  Group	
  data	
  by	
  arbitrary	
  geographic	
  boundaries




                                            (Proprietary	
  and	
  confiden0al)
Spa$al	
  Aggrega$on:	
  Group	
  data	
  by	
  arbitrary	
  geographic	
  boundaries




                                            (Proprietary	
  and	
  confiden0al)
Spa$al	
  Correla$on:	
  Rela0onship	
  between	
  mul0ple	
  datasets	
  by	
  geography




                                              (Proprietary	
  and	
  confiden0al)
Spa$al	
  Correla$on:	
  Rela0onship	
  between	
  mul0ple	
  datasets	
  by	
  geography




                                              (Proprietary	
  and	
  confiden0al)
Spa$al	
  Correla$on:	
  Rela0onship	
  between	
  mul0ple	
  datasets	
  by	
  geography




                                              (Proprietary	
  and	
  confiden0al)
Spa$al	
  Buffer	
  and	
  Distance	
  Filter:	
  Radius	
  buffer	
  from	
  a	
  point,	
  line	
  or	
  polygon




                                                          (Proprietary	
  and	
  confiden0al)
Spa$al	
  Buffer	
  and	
  Distance	
  Filter:	
  Radius	
  buffer	
  from	
  a	
  point,	
  line	
  or	
  polygon




                                                          (Proprietary	
  and	
  confiden0al)
Spa$al	
  Buffer	
  and	
  Distance	
  Filter:	
  Radius	
  buffer	
  from	
  a	
  point,	
  line	
  or	
  polygon




                                                          (Proprietary	
  and	
  confiden0al)
Intersec$on:	
  Overlap	
  between	
  two	
  polygonal	
  areas,	
  lines	
  or	
  points




                                              (Proprietary	
  and	
  confiden0al)
Intersec$on:	
  Overlap	
  between	
  two	
  polygonal	
  areas,	
  lines	
  or	
  points




                                              (Proprietary	
  and	
  confiden0al)
Intersec$on:	
  Overlap	
  between	
  two	
  polygonal	
  areas,	
  lines	
  or	
  points




                                              (Proprietary	
  and	
  confiden0al)
Intersec$on:	
  Overlap	
  between	
  two	
  polygonal	
  areas,	
  lines	
  or	
  points




                                              (Proprietary	
  and	
  confiden0al)
Intersec$on:	
  Overlap	
  between	
  two	
  polygonal	
  areas,	
  lines	
  or	
  points




                                            Use	
  Cases:
                                            • Locate	
  that	
  a	
  social	
  media	
  
                                              men0ons	
  happened	
  within	
  a	
  
                                              geo-­‐fence
                                            • Track	
  mobile	
  traffic	
  entering	
  
                                              a	
  zip	
  code




                                              (Proprietary	
  and	
  confiden0al)
User-­‐Defined	
  Analysis:	
  Custom	
  equa0ons	
  via	
  intui0ve	
  wizard	
  interface




                                              (Proprietary	
  and	
  confiden0al)
User-­‐Defined	
  Analysis:	
  Custom	
  equa0ons	
  via	
  intui0ve	
  wizard	
  interface




                                              (Proprietary	
  and	
  confiden0al)
User-­‐Defined	
  Analysis:	
  Custom	
  equa0ons	
  via	
  intui0ve	
  wizard	
  interface




                                              (Proprietary	
  and	
  confiden0al)
http://geocommons.com/maps/
Traffic Accidents   77512
www.virtualvehicle.co
Virtual Vehicle
www.virtualvehicle.co
Crash ‘Likelihood’ Density
Making it revelant
flickr: qwertyuiop
neogeography                 ŏ

geographical techniques and tools used
for personal activities or for utilization by
a non-expert group of users;
Psychogeography
Playful Explorations
http://geocommons.com
590,000+ geographic attributes
        67k+ unique datasets
           billions of features.




      http://geocommons.com
Acetate Layers
http://developer.geoiq.com
= 174,049,705,000
= 174,049,705,000



well... close enough
Open Access
Open Access

Visualize
Open Access

Visualize


Analyze
Citizens
Foursquare Crime
Citizens


           Government
Social Government
Citizens


           Government




           Media
Journalists
Journalists
Social Media Indicators
http://geocommons.com/maps/51058
Social Media Indicators
http://geocommons.com/maps/51058
Citizens


           Government




           Media


Science
Research
Citizens


                        Government




Developers              Media


             Science
GeoIQ & Appcelerator
Using Appcelerator’s open-source cross-mobile platform
technology, mobile applications can quickly integrate with
GeoIQ to access and create new data from the field.
GeoPace
                  GEOS



          HBase




                         GeoPacing
GeoPace
start                  GEOS

Loc(lat,lon)

Search         HBase

Results

Action




                              GeoPacing
GeoPace
start                  GEOS

Loc(lat,lon)

Search         HBase

Results

Action




                              GeoPacing
GeoPace
start                          GEOS

Loc(lat,lon)

Search                 HBase

Results

Action



           Cascading



                                      GeoPacing
GeoPace
start                           GEOS

Loc(lat,lon)
                                     DB
Search                 HBase
                               DB
Results
                                    DB
Action



           Cascading



                                         GeoPacing
Map
                Map            Map
                 Map            Map
                                 Map
                                  Map



 GeoPace
start                              GEOS

Loc(lat,lon)
                                         DB
Search                 HBase
                                  DB
Results
                                        DB
Action



           Cascading



                                             GeoPacing
Appcelerator




               http://appcelerator.geoiq.com
Mobile Analysis on Mobile Devices
Citizens


Enterprise              Organizations




Developers              Media


             Science
MongoDB
Social Media Dashboards   Polymaps
Citizens


 Enterprise              Organizations




Developers               Media


              Science
http://geocommons.com/maps/
Hotness   89561
http://geocommons.com/maps/
Health   77282
http://geocommons.com/maps/
Traffic & Caffeine   82402
More Technical
Information
Open Geospatial
Libraries for Ruby
Chris Helm
Wednesday
  @ 5PM
Thank You
Andrew Turner - @ajturner
andrew@geoiq.com
http://highearthorbit.com

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