eResearch Presentation - June '11

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    Harvesting the Crowd:

    Experiments in Crowd-sourcing

    Steven Gray

    Research AssociateCentre for Advanced Spatial Analysis, UCL

    Oxford DTC e-Research Seminar, June 2011

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    Mapper

    Ability to ask any question

    UK surveys down to postcode or 100metre grid

    Realtime mapping

    Data visualisation

    Export to for integration with existingdatasets

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    Mapper

    Born out of MapTube:A map portal developed at the Centre for Advanced Spatial Analysis

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    Mapper

    Bespoke Mood Maps for BBC Radio 4, BBC Look East, BBC Look Northand BBC South

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    Mapper

    Bespoke Mood Maps for BBC Radio 4, BBC Look East, BBC Look Northand BBC South

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    Mapper

    Taking the Concept to the Cloud

    Media Organisations

    Government

    Local Authorities

    Community Organisations

    Anyone...

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    Mapper

    Creating an easy to use interface

    Integrating the science behind the scenes

    Allowing Global, National, US Zip Codes, Borough, Ward,Postcode or Pin Point maps

    Quick and easy data input

    Allowing people a free and open view on the the current issues

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    Mapper

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    Mapper.com

    World/Nation/City/Borough/

    Ward/Street

    Survey Anything

    Realtime Mapping/DataDownload

    Used by The Mayor of London

    BBC (currently running - 5000responses in 1 hour)

    Scottish Water

    The Public....

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    BBC Look East Survey - Broadband Speed Test

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    #5Acts4Wildlife Survey

    - First SurveyMapper Survey integrated with our Twitter Collection Tools

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    Twitter API

    http://dev.twitter.com/doc

    User Profiles Tweet Database

    API

    http://dev.twitter.com/dochttp://dev.twitter.com/doc
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    Search API

    HTT

    PGET

    Req

    uest

    Resu

    lts

    {"results":[

    {"text":"@twitterapi is great!",

    "to_user_id":396524,

    "to_user":"TwitterAPI",

    "from_user":"jkoum",

    "metadata":

    {

    "result_type":"popular",

    "recent_retweets": 100

    },

    "id":1478555574,

    "from_user_id":1833773,

    "iso_language_code":"nl",

    ....}

    }

    Returns tweets that: match specified query located in Lat/Lon box Historical Tweets User Profile Information Return Public Timeline

    Service is rate limited

    http://search.twitter.com/search.json?q=@twitterapi JSON or Atom

    http://search.twitter.com/search.json?q=@twitterapihttp://search.twitter.com/search.json?q=@twitterapihttp://search.twitter.com/search.json?q=@twitterapihttp://search.twitter.com/search.json?q=@twitterapi
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    Streaming API

    HTTP Response Stream 3 Levels of Service Different Tracking Services

    Track Keywords Geo-Located Tweets Statistically Significant

    Public Stream

    Limitations

    1 connection per IP Address Spritzer is default Stream

    400 keywords

    25 Lat/Lon Bounding Boxes

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    Streaming API

    HTTP Response Stream 3 Levels of Service Different Tracking Services

    Track Keywords Geo-Located Tweets Statistically Significant

    Public Stream

    Limitations

    1 connection per IP Address Spritzer is default Stream

    400 keywords

    25 Lat/Lon Bounding Boxes

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    Streaming API

    HTTP Response Stream 3 Levels of Service Different Tracking Services

    Track Keywords Geo-Located Tweets Statistically Significant

    Public Stream

    Limitations

    1 connection per IP Address Spritzer is default Stream

    400 keywords

    25 Lat/Lon Bounding Boxes

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    Twitter Data Collector

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    Tweet-o-Meter

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    Behind the Meters

    Gauges Google Gauge [Javascript] 4 servers (Virtualised [Hyper-V]) Each running 4 geo-location searches

    30km centriods

    Graphs Google LineChart [Javascript] Show 1 hours activity Reset on the hour

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    Behind the Meters

    Gauges Google Gauge [Javascript] 4 servers (Virtualised [Hyper-V]) Each running 4 geo-location searches

    30km centriods

    Graphs Google LineChart [Javascript] Show 1 hours activity Reset on the hour

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    Public Status Sample Stream

    2 days 13 hours - 1,319,534 tweetsMonday 25th 2010 18:00 - Wednesday 27th 2010 12:30

    Mon Tues Wed

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    Worldwide Geo-located Tweets in one weekend

    2 days 14 hours - 2,531,287 tweetsFriday 22nd 2010 18:00 - Monday 25th 2010 08:30

    Fri Sat Sun Mon

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    San Francisco Geo-located tweets

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    Twitter Messages in London over one Week

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    Tweets in an Urban Context

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    Analysis of London Weekend Tweets

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    Data collected

    0

    175000

    350000

    525000

    700000

    NewYork London Paris Munich SanFrancisco Moscow Barcelona SydneyPRO Hong Kong Beijing Cnong Quing Guongzhou

    Geo located all

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    Making the Data look nice!

    New York Paris

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    Locating the messages

    New YorkFabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    Message Density

    New York

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    The New City Landscape Maps

    Paris

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    Paris

    The New City Landscape Maps

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    New City Landscape

    London

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    New City Landscapes - China

    Chongqing BeijingHong Kong

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    Munich London Paris New York

    San FranciscoSydney BarcelonaMoscow

    Hong Kong Chungqing Beijing

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    Aspects of time - Tracking

    Fabian Neuhaus :- urbantick.blogspot.com/

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    Recent London Twitter Map

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    Recent London Twitter Map

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    Tweet-o-meter in the Press

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    Tweet-o-meter in the Press

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    Tweet-o-meter in the Press

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    Tweet-o-meter in the Press

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    Tweet-o-meter in the Press

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    Tweet-o-meter in the Press

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    Tweet-o-meter in the Press

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    Main Objectives

    - One stop shop for mapping data.

    - Mapping your own data or other on-line data

    -

    Collection of data- Exporting our visualisations to GIS systems

    - Making Mapping so easy even a child can do it!

    http://gemma.casa.ucl.ac.uk

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    Oliver OBrien :- http://bikes.oobrien.com/http://oliverobrien.co.uk/

    London Bike Share Visualisation

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    London Bike Share Flows

    Martin Austwick & Oliver OBrien (@socialphysics, @oobr)

    http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238http://casa.ucl.ac.uk/people/person.asp?ID=238
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    bigdatatoolkit.org

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    Steven Grayhttp://www.stevenjamesgray.comhttp://www.bigdatatoolkit.orgTwitter: @frogo

    http://www.bigdatatoolkit.org/http://www.bigdatatoolkit.org/http://www.stevenjamesgray.com/http://www.stevenjamesgray.com/