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Pub
lic &
Personal
DataPlayful
Explorations
Andrew Turner@ajturner
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Data
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Open Government Data
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flickr: jrparis
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of the world80%live within cell coverage
flickr: jrparis
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of the world80%live within cell coverage
and of the50%world own a mobile phone
flickr: jrparis
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http://jess3.com/geosocial-universe-2/
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unread POI’s 1000+
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Black Friday, 2010
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Social Media Trajectorieshttp://geocommons.com/maps/89371#
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Personal Data
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How to deal with this data? flickr: ejpphoto
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Approachable, relevant, accessible
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Sharing Visualizations http://flowingdata.com
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Tools are often too difficult.
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Basic Principles
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Open Access
Basic Principles
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Open Access
Visualize
Basic Principles
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Open Access
Visualize
Analyze
Basic Principles
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Power of Place
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The role of mapsMaps Reflect & Define Reality
Waldseemüller Uniersalis Cosmographia
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The role of mapsMaps Reflect & Define Reality“America”
Waldseemüller Uniersalis Cosmographia
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Story Mapping
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Navigation Marshall Islands stick chart19th century
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Travel Guides
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Spatial Operations
Buffer, Intersect, AggregationCorrelation, Prediction, Custom
Tools: geos, JTS, PostGIS
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Spa$al Aggrega$on: Group data by arbitrary geographic boundaries
(Proprietary and confiden0al)
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Spa$al Aggrega$on: Group data by arbitrary geographic boundaries
(Proprietary and confiden0al)
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Spa$al Aggrega$on: Group data by arbitrary geographic boundaries
(Proprietary and confiden0al)
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Spa$al Correla$on: Rela0onship between mul0ple datasets by geography
(Proprietary and confiden0al)
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Spa$al Correla$on: Rela0onship between mul0ple datasets by geography
(Proprietary and confiden0al)
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Spa$al Correla$on: Rela0onship between mul0ple datasets by geography
(Proprietary and confiden0al)
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Spa$al Buffer and Distance Filter: Radius buffer from a point, line or polygon
(Proprietary and confiden0al)
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Spa$al Buffer and Distance Filter: Radius buffer from a point, line or polygon
(Proprietary and confiden0al)
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Spa$al Buffer and Distance Filter: Radius buffer from a point, line or polygon
(Proprietary and confiden0al)
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Intersec$on: Overlap between two polygonal areas, lines or points
(Proprietary and confiden0al)
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Intersec$on: Overlap between two polygonal areas, lines or points
(Proprietary and confiden0al)
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Intersec$on: Overlap between two polygonal areas, lines or points
(Proprietary and confiden0al)
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Intersec$on: Overlap between two polygonal areas, lines or points
(Proprietary and confiden0al)
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Intersec$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)
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User-‐Defined Analysis: Custom equa0ons via intui0ve wizard interface
(Proprietary and confiden0al)
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User-‐Defined Analysis: Custom equa0ons via intui0ve wizard interface
(Proprietary and confiden0al)
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User-‐Defined Analysis: Custom equa0ons via intui0ve wizard interface
(Proprietary and confiden0al)
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Traffic Accidents http://geocommons.com/maps/77512
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Virtual Vehicle www.virtualvehicle.co
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Crash ‘Likelihood’ Density www.virtualvehicle.co
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Making it revelantflickr: qwertyuiop
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neogeography |nē'ō-jē-ŏg'rə-fē|
geographical techniques and tools used for personal activities or for utilization by a non-expert group of users;
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Psychogeography
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Playful Explorations
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http://geocommons.com
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http://geocommons.com
67k+ unique datasetsbillions of features.
590,000+ geographic attributes
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Acetate Layers
http://developer.geoiq.com
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= 174,049,705,000
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= 174,049,705,000
well... close enough
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Open Access
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Open Access
Visualize
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Open Access
Visualize
Analyze
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Citizens
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Foursquare Crime
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Citizens
Government
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Social Government
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Citizens
Government
Media
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Journalists
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Journalists
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Social Media Indicatorshttp://geocommons.com/maps/51058
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Social Media Indicatorshttp://geocommons.com/maps/51058
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Citizens
Science
Media
Government
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Research
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Citizens
Science
MediaDevelopers
Government
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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.
GeoIQ & Appcelerator
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GeoPace
HBase
GEOS
GeoPacing
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GeoPace
Action
Results
Search
Loc(lat,lon)
HBase
GEOSstart
GeoPacing
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GeoPace
Action
Results
Search
Loc(lat,lon)
HBase
GEOSstart
GeoPacing
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GeoPace
Action
Results
Search
Loc(lat,lon)
HBase
GEOSstart
Cascading
GeoPacing
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GeoPace
Action
Results
Search
Loc(lat,lon)
HBaseDB
DB
DB
GEOSstart
Cascading
GeoPacing
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GeoPace
Action
Results
Search
Loc(lat,lon)
HBaseDB
DB
DB
GEOSstart
Cascading
MapMapMapMapMapMapMap
GeoPacing
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Appcelerator
http://appcelerator.geoiq.com
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Mobile Analysis on Mobile Devices
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Citizens
Organizations
Science
MediaDevelopers
Enterprise
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Social Media Dashboards MongoDBPolymaps
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Organizations
Science
MediaDevelopers
Enterprise
Citizens
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Hotness http://geocommons.com/maps/89561
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Health http://geocommons.com/maps/77282
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Traffic & Caffeine http://geocommons.com/maps/82402
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More Technical Information
Open Geospatial Libraries for RubyChris HelmWednesday @ 5PM