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Messing with Data,[object Object],Tony Hirst,,[object Object],Dept of Communication and Systems,,[object Object],The Open University,[object Object],#lak11,[object Object]
How can non-programmers do the sort of things that we might normally think we need a developer to do?,[object Object]
“Data Is A Dish Best Served Raw”,[object Object],http://eagereyes.org/,[object Object]
ND,[object Object]
DiscoveryAcquisition as dataRepresentationCleansing(Visual) Analysis,[object Object]
APIs, screenscraping and standardised document formats,[object Object]
RepresentationStructured OR or unstructuredHuman readable (text) or opaque document format?,[object Object]
Google Spreadsheets as a database,[object Object]
Lak11 ws-messing withdata
=QUERY('ISO Country Codes'!A2:B268,                 "select A,B where A contains 'FRANCE' limit 1"))),[object Object]
Lak11 ws-messing withdata
Many Eyes,[object Object]
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Visualising Networks,[object Object]
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Lak11 ws-messing withdata
[ Context – resource discovery in special interest areas ],[object Object]
http://flic.kr/p/9mvfHh,[object Object]
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Lak11 ws-messing withdata
Put the data to work: Google CSEblogroll,[object Object]
Lak11 ws-messing withdata
More views ondelicious…,[object Object]
Graph of folk who follow three or more people (ish) who tweeted a link to soti/rin blog post,[object Object]
Lak11 ws-messing withdata
Data Cleansing,[object Object]
Google Refine,[object Object]
Stanford Data Wrangler,[object Object]
Google Analytics,[object Object]
http://code.google.com/apis/analytics/docs/gdata/gdataExplorer.html,[object Object],http://bit.ly/fzj9yv,[object Object]
Lak11 ws-messing withdata
OUseful.info,[object Object]

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