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Tony Hirst Dep
t of C
omm
unic
ation
and
Sys
tem
s
@psychemediablog.OUseful.info
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
Data sketches
Natural RepresentationsData JOINsPattern & StructureLook for anomalies
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
Question theDifferences
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
Graphsand RelationsX, YX, Y and Y, ZClusters and groupsHubs and Authorities
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
Data clean(s)ing
Google RefineStanford Datawrangler
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
Reproduciblity
RstudioKMi Crunch
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
WritingDiagrams
RGephiNetworkx/d3.jsGoogle Visualisation API
ggplot(my.anscombe.data)+ geom_point( aes( x=xVal, y=yVal ))+ facet_wrap( ~mygroup )
Tony Hirst Dept of Communication and Systems, The Open University@psychemedia & blog.ouseful.info
Reshaping &ReformattingData
RPython