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#APSA2012 Twitter discussions (experimental version)
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From:
jsajuria
Uploaded on:
August 28, 2012
Description:
UPDATE 3: A new graph has been published here (https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=1111 ). The data was collected just after APSA announced the cancelation of the conference.

UPDATE 2: APSA is now officially canceled, and the buzz is huge. I'm collecting more data and will post a new graph as soon as possible. Remember to follow me on Twitter (@jsajuria) for updates. Also, the guys from the Monkey Cage posted a link to this website, you can see it here ==> http://themonkeycage.org/blog/2012/08/28/science-out-of-chaos-network-analysis-of-apsa2012-hashtag/ (Thanks!)

UPDATE: I would be posting more graphs during the following days. You can follow me on Twitter (@jsajuria) to get more news.

The graph represents a network of up to 1500 Twitter users whose recent tweets contained "#APSA2012". The network was obtained on Tuesday, 28 August 2012 at 18:04 UTC. There is an edge for each "replies-to" relationship in a tweet. There is an edge for each "mentions" relationship in a tweet. There is a self-loop edge for each tweet that is not a "replies-to" or "mentions". The tweets were made over the 2-day period from Monday, 27 August 2012 at 13:40 UTC to Tuesday, 28 August 2012 at 18:02 UTC.

The graph is directed.

The graph was laid out using the Fruchterman-Reingold layout algorithm.

The vertex sizes are based on pagerank values.

Overall Graph Metrics:
Vertices: 565
Unique Edges: 817
Edges With Duplicates: 757
Total Edges: 1574
Self-Loops: 908
Reciprocated Vertex Pair Ratio: 0.0148514851485149
Reciprocated Edge Ratio: 0.0292682926829268
Connected Components: 220
Single-Vertex Connected Components: 215
Maximum Vertices in a Connected Component: 339
Maximum Edges in a Connected Component: 1249
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.651879
Graph Density: 0.00192995669365468
Modularity: 0.36804
NodeXL Version: 1.0.1.219

Top Replied-To in Entire Graph:
apsatweets
dadakim
abuaardvark
texasinafrica
kai_arzheimer
keithgaddie
lukemperez
ehundman
jpidluzny
rpmusgra

Top Replied-To in G1:
wbpolitics
emilystdenny
rolandkappe
catwarr
drbekafigo
priceline
delta
apsatweets

Top Replied-To in G3:
jishiyama
jtlevy
ryanmsheely
apsatweets
jimcantore
mharrisperry
texasinafrica
catwarr
dadakim
nortonpolisci

Top Replied-To in G4:
ehundman
abuaardvark
texasinafrica
jpidluzny
dadakim
vavreck
mr2157

Top Replied-To in G5:
leannedoherty22

Top Replied-To in G6:
kai_arzheimer
dadakim
jocelynajevans
likecognac
drbekafigo
abuaardvark
terrigivens
geoffdpeterson
keithgaddie
hilderestad

Top Replied-To in G7:
apsatweets
lukemperez
usairways
monkeycageblog
irfan23
smsaideman
elyorrego
keithgaddie
sibeloktay
apsameetings

Top Replied-To in G8:
dfarrell_ucd
abuaardvark

Top Replied-To in G9:
apsatweets
mqsawyer
insidehighered

Top Replied-To in G10:
tofias
apsatweets
burtmonroe
prisonrodeo
rpmusgra

Top Mentioned in Entire Graph:
apsatweets
dandrezner
kjhealy
jwpatty
texasinafrica
oupacademic
multilateralist
insidehighered
burtmonroe
weatherczar

Top Mentioned in G1:
apsatweets
oupacademic
gregweeksuncc
wbpolitics
polly_at_apsa
princetonupress
uminnpress
cunygradcenter
leticiabode
kbdphd

Top Mentioned in G2:
kjhealy
laurenist
joeura
princetonupress
apsatweets
jwpatty
weatherczar
wbpolitics
deirdrereid
gregweeksuncc

Top Mentioned in G3:
jwpatty
apsatweets
jtgasper
ajreeves
dadakim
texasinafrica
maizeandblue
princetonupress
oupacademic
mayorlandrieu

Top Mentioned in G4:
dandrezner
apsatweets
smsaideman
texasinafrica
rpmusgra
henryfarrell
jwpatty
james_h_fowler
burtmonroe
whinecough

Top Mentioned in G5:
multilateralist
wnomikos
dandrezner
apsatweets
chanders
texasinafrica
jsajuria
jwpatty
professorpanic
hotwire

Top Mentioned in G6:
texasinafrica
apsatweets
jaylyall_red5
dadakim
dandrezner
jwpatty
simonjackman
kai_arzheimer
ryanmsheely
kjhealy

Top Mentioned in G7:
monkeycageblog
vavreck
apsatweets
texasinafrica
cdsamii
j_a_tucker
dandrezner
delta
monkeycage
wbpolitics

Top Mentioned in G8:
weatherczar
dandrezner
apsatweets
abuaardvark
jwpatty
richjand
rickhasen
dfarrell_ucd
oupacademic
kramtrak

Top Mentioned in G9:
insidehighered
omarbsr
southwestair
apsatweets
brendancarlos
oupacademic
mharrisperry
klofstad
simonjackman
monkeycageblog

Top Mentioned in G10:
burtmonroe
kramtrak
kjhealy
prisonrodeo
dandrezner
bonneau_says
james_h_fowler
theomclauchlin
steven_metz
joeura

Top URLs in Tweet in Entire Graph:
http://ow.ly/dgwhJ
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl
http://ow.ly/dgni6
http://bit.ly/SJws7F
http://ow.ly/dgyFB
http://bit.ly/NwOfs0
http://bit.ly/PJ5ET3
http://onlinelibrary.wiley.com/subject/code/000101/homepage/virtual_issue__representation_and_renewal_in_new_orleans.htm
http://ow.ly/dgmbP
http://bit.ly/RUqvWj

Top URLs in Tweet in G1:
http://ow.ly/dgwhJ
http://bit.ly/SJws7F
http://ow.ly/dgwhL
http://ow.ly/dgyFB
http://ow.ly/df343
http://ow.ly/dglNb
http://ow.ly/dgni6
http://ow.ly/dfQTf
http://ow.ly/dgmbP
http://ow.ly/dgQH5

Top URLs in Tweet in G2:
http://bit.ly/SJws7F
http://ow.ly/dgwhJ
http://ow.ly/dgmbP
http://ow.ly/df343
http://bit.ly/U40gtR
http://bit.ly/NRwPw5
http://ow.ly/dd37Z

Top URLs in Tweet in G3:
http://onlinelibrary.wiley.com/subject/code/000101/homepage/virtual_issue__representation_and_renewal_in_new_orleans.htm
http://ow.ly/dgwhJ
http://bit.ly/SJws7F
http://meetingsnet.com/checklistshowto/risk/meetings_covered/
http://bit.ly/PMYXgc
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl
http://bit.ly/MVAwzB
http://bit.ly/U6WW1b
http://bit.ly/NuyiZu
http://bit.ly/U8BFEg

Top URLs in Tweet in G4:
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl
http://ow.ly/dgwhJ
http://ow.ly/dgni6
http://bit.ly/SJws7F
http://themonkeycage.org/blog/2012/08/27/monkey-cage-poll-are-you-going-to-apsa/#comment-31209
http://ow.ly/dgyFB
http://themonkeycage.org/blog/2012/08/27/monkey-cage-poll-are-you-going-to-apsa/
http://bit.ly/RUFqQh
http://bit.ly/PJ5ET3
http://bit.ly/Pp1lOb

Top URLs in Tweet in G5:
http://ow.ly/dgni6
http://ssrn.com/abstract=2109991
http://ow.ly/dgnK9
http://bit.ly/NUYojL
http://bit.ly/Pp1lOb
http://bit.ly/RqrfAb
http://ow.ly/dgwhL
http://bit.ly/NZJOrg
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl
http://ow.ly/dgwhJ

Top URLs in Tweet in G6:
http://bit.ly/PJ5ET3
http://bit.ly/PoUm7J
http://ow.ly/dgwhJ
http://bit.ly/NuyiZu
http://www.commanderspalace.com/
http://bit.ly/SGjsya
http://ow.ly/dfQTf
http://bit.ly/NTJ2QN
http://bit.ly/PMYXgc
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl

Top URLs in Tweet in G7:
http://bit.ly/PLByy6
http://themonkeycage.org/blog/2012/08/27/monkey-cage-poll-are-you-going-to-apsa/
http://www.nola.gov/HOME/Mayor-Landrieus-Live-Press-Conference/
http://ow.ly/dgyFB
http://ow.ly/dgwhJ
http://themonkeycage.org/blog/2012/08/24/monkey-cage-apsa-reception-with-sasha-issenberg-ezra-klein-and-nate-silver/
http://ow.ly/dgmbP
http://www.cafepress.com/cp/customize/product2.aspx?from=CustomDesigner&number=689886295
http://www.insidehighered.com/news/2012/08/28/new-orleans-colleges-shut-down-political-scientists-hope-best
http://bit.ly/PJ5ET3

Top URLs in Tweet in G8:
http://ow.ly/dgwhJ
http://www.apsanet.org/2012/
http://sfy.co/o77I
http://bit.ly/PoUm7J
http://www.southerndecadence.net
http://is.gd/fOK4b4
http://NOLA.com
http://www.nola.com/hurricane/index.ssf/2012/08/flights_in_and_out_of_new_orle.html
http://www.salon.com/2012/08/27/weird_news_mystery_lion/
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl

Top URLs in Tweet in G9:
http://bit.ly/NwOfs0
http://bit.ly/RUqvWj
http://bit.ly/OiYFxQ
http://oxford.ly/O6lXXw
http://NOLA.com
http://bit.ly/RRYvT7
http://ow.ly/dgwhJ
http://www.insidehighered.com/news/2012/08/28/new-orleans-colleges-shut-down-political-scientists-hope-best

Top URLs in Tweet in G10:
http://www.cafepress.com/cp/customize/product2.aspx?from=CustomDesigner&number=689886295
http://www.nhc.noaa.gov/refresh/graphics_at4+shtml/212348.shtml?3-daynl
http://prisonrodeo.tumblr.com/post/30333700945
https://twitter.com/JimCantore/status/240418944886919169
http://www.nola.gov/HOME/Mayor-Landrieus-Live-Press-Conference/
http://www.youtube.com/watch?v=zDAmPIq29ro
http://ow.ly/dgmbP

Top Hashtags in Tweet in Entire Graph:
apsa2012
apsa2012hungergames
isaac
apsa
nola
gop2012
rnc
apsa2013
apsapocalypse
moralhazard

Top Hashtags in Tweet in G1:
apsa2012
apsa
nola
isaac
apsa2012hungergames
gop2012
rnc
neworleans
twitter
s

Top Hashtags in Tweet in G2:
apsa2012
apsa2013
apsa2012hungergames
apsa
isaac
assnchat
twitter
nola
packers
nolaready

Top Hashtags in Tweet in G3:
apsa2012
isaac
apsa2012hungergames
moralhazard
apsa
nolaready
nola
bowingtotheinevitable
myliverthanksme
disappointed

Top Hashtags in Tweet in G4:
apsa2012
apsa2012hungergames
apsa
gop2012
apsapocalypse
moralhazard
apsa2010hungergames
irony
bigeast
unconscionable

Top Hashtags in Tweet in G5:
apsa2012
apsa
nola
google
isaac
twitter
niceweekendwithwifeandkids
sigh
moralhazard

Top Hashtags in Tweet in G6:
apsa2012
isaac
popapsa2012
apsa
apsapocalypses
s
heisthebest
wow
apsa2011
apsa2013

Top Hashtags in Tweet in G7:
apsa2012
virtualapsa2012
isaac
nola
apsapocalypse
balvenie15
ivyleague
calmdown
silverliving
apsa2012hungergames

Top Hashtags in Tweet in G8:
apsa2012
apsa2012hungergames
isaac
apsa
nola
wow
twitter
storify
plottingthetakeover
nextimejustcancel

Top Hashtags in Tweet in G9:
apsa2012
gop2012
rnc
isaac
apsapocalypse
hurricaneisaac
apsa2012hungergames

Top Hashtags in Tweet in G10:
apsa2012
apsa
bigeast
apsa2012hungergames
apsapocalypse
isaac
nola
psu
whataretheodds
duke

Top Tweeters in Entire Graph:
rivenhomewood
MartinShovel
jacobchr
sapratama
joshgreenman
texasinafrica
dansandu
nolamaven
AlexGodoyF_
Hockeyguy13

Top Tweeters in G1:
MartinShovel
nolamaven
Hockeyguy13
DaveMc99TA
SeoulNews2
bIoach
jcberg
Chanders
CathyNDavidson
AntheaButler

Top Tweeters in G2:
rivenhomewood
sapratama
DrDaveOBrien
laurenist
LuckyJimJD
raphaelptw
Vanstrastranden
jenlb2010
ujangw
brettkeller

Top Tweeters in G3:
kohenari
randomvariable
OUPAcademic
HeatherCHart
SibelOktay
tanyalokot
dadakim
B_D_Silver
jtlevy
ProfessMoravec

Top Tweeters in G4:
curtiskj
rrichard09
danatgu
smsaideman
AdamWeinstein
hnjohnso
dandrezner
MikeGruz
jlove1982
StephanieCarvin

Top Tweeters in G5:
joshgreenman
AlexGodoyF_
jsajuria
TiagoDF
FiveRupees
drfarls
staillat
veronicaacha
ConnellyAL
dbrieba

Top Tweeters in G6:
jacobchr
texasinafrica
bobby_lawson
Pussilicca
aurorix77
page2guy
sahar_shafqat
deepfriar
hilderestad
RexBrynen

Top Tweeters in G7:
shermandorn
monkeycageblog
DaveSinardet
edwardrcarr
TerriGivens
orapmagon
cdsamii
michelledion
Prof_BearB
gronke

Top Tweeters in G8:
cclockett
girlinblack
abuaardvark
rickhasen
ASFried
dfarrell_ucd
jesspgh
laura11D
ZacharyKeck
WrongingRights

Top Tweeters in G9:
USTPoliSciProf
alondra
Britannica
KBDPHD
insidehighered
srodenheiser
NERCHE
keaRen_oh
JEEasonIII
ehilty

Top Tweeters in G10:
dansandu
steven_metz
j2bryson
tofias
yeliabneb
mike_digs
prisonrodeo
sarahkendzior
Bonneau_Says
mollyshewrote

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.