Social Network Visualisation Hacks Tony Hirst Dept of Communication and Systems The Open University, UK
Jan 27, 2015
Social NetworkVisualisation Hacks
Tony HirstDept of Communication and Systems
The Open University, UK
@psychemedia
blog.ouseful.info
#ddj
Where I situate myself…
VOCABULARY
Macroscopes
Graphs, Charts & Maps
A chart…
A network diagram that can be described as a GRAPH…
node/vertex node
edge
undirected edge
directed edge
Afollows
followsB
C A -> BC -> B
Afollows
followsB
C From, ToA, BC, B
A 2-column CSV (column separated variable) file can define a graph:
Bipartite Graphs(different node types)
Ais a member of
is a member oflist
B
Bipartite Graphscan be collapsed…
(networkx Python library)
Ais a member of
is a member oflist
B
Aliston a list with
B
List Intelligence
Folk on lists @jisccetis is on
Co-tags/co-topics
Journalists by co-tag
To recap…
Network structure
All nodes the same sort of thing
Bipartite graph – two sorts of nodesCan collapse a bipartite graph to get a new view over the dataStru
cture in data - graphs
Node and edges
Edges may be directed or undirected
Edges may be weighted
Follower map
#madewithgephi
“Inner-friends”map(1.5 degree egonet)
ESP
EmergenEEeeeEmergent
Social
Positioning
A
B
Is followed byFollo
ws
Is followed byfocus
A
B
Is followed byFollo
ws
Followspeer
peerFollows
Is followed byfocus
A
B
Is followed byFollo
ws
peerFollows
Is followed byfocus
Friends of followers
Google+ (Python)
Additional Interests…
Friends’ Likes(Google Refine)
Static vs. Dynamic Maps
Time series Analysis
Autocorrelation
STATICfollows
has as friendA B
is followed by is ??’s friend
B A
DYNAMICretweets
sends a message toA B
is retweeted by receives a message from
B A
=importData(“CSV_URL”)
The online CSV filebecomes a spreadsheet
becomes A DATABASE
@mhawksey TAGSExplorer
R / ggplot2
(Accession Plot)
@mediaczar
Yahoo Pipes
ouseful/tagterms
ouseful/twlisttags
ouseful/twitterhashtagsearch
ouseful/localtweets
ouseful/happybirthday
Commonalities and differences
#bbcqt & #newsnight
Audience interest differencing
@psychemedia
blog.ouseful.info