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20121001 Pawcon Twitter NodeXL SNA Map
20121001 Pawcon Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
October 01, 2012
Description:
The graph represents a network of 79 Twitter users whose recent tweets contained "pawcon". The network was obtained on Monday, 01 October 2012 at 20:33 UTC. There is an edge for each follows relationship. 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 7-day, 4-hour, 37-minute period from Monday, 24 September 2012 at 15:47 UTC to Monday, 01 October 2012 at 20:24 UTC.

The graph is directed.

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

The edge colors are based on relationship values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.

Overall Graph Metrics:
Vertices: 79
Unique Edges: 387
Edges With Duplicates: 274
Total Edges: 661
Self-Loops: 159
Reciprocated Vertex Pair Ratio: 0.349673202614379
Reciprocated Edge Ratio: 0.518159806295399
Connected Components: 6
Single-Vertex Connected Components: 5
Maximum Vertices in a Connected Component: 74
Maximum Edges in a Connected Component: 656
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.356869
Graph Density: 0.0670236936059721
Modularity: 0.219913
NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:
pawcon
kdnuggets
scootrous
danwoodscito
marc_smith
Lattice_Engines
YvesMulkers
PingarHQ
SASanalytics
mekncl

Top Replied-To in Entire Graph:
deanabb
pawcon
annadivoli
dlautzenheiser
artsmia
lattice_engines
johnelder4
antgoldbloom
scootrous
kdnuggets

Top Replied-To in G1:
dlautzenheiser

Top Replied-To in G2:
deanabb
artsmia

Top Replied-To in G4:
scootrous
antgoldbloom
johnelder4
lattice_engines
kdnuggets

Top Replied-To in G5:
pawcon
deanabb

Top Replied-To in G7:
annadivoli

Top Mentioned in Entire Graph:
pawcon
scootrous
deanabb
lattice_engines
kdnuggets
agrobins
marc_smith
stuartmdavis
davidinbar
arobins

Top Mentioned in G1:
deanabb
pawcon
agrobins
stuartmdavis
kdb037
jamet123
youtube
sasanalytics
ibmspss
dlautzenheiser

Top Mentioned in G2:
scootrous
marc_smith
pawcon
deanabb
kdnuggets
prednewsdotcom
jenserventi
tcompumark
mathbabedotorg
scootrus

Top Mentioned in G3:
lattice_engines
danwoodscito
pawcon
ibm
tripadvisor
foresee
linkedin
scootrous
marc_smith
ericfeinberg

Top Mentioned in G4:
pawcon
davidinbar
scootrous
bigdatapvsw
dlautzenheiser
adragomir
seaportboston

Top Mentioned in G5:
scootrous
agrobins
kdnuggets
arobins
stuartmdavis
deanabb
pawcon
lattice_engines
nodexl
mekncl

Top Mentioned in G6:
eelcokaper

Top Mentioned in G7:
pingarhq
annadivoli
tawcon

Top URLs in Tweet in Entire Graph:
http://pingar.com/pingar-research-blog/
http://pages.lattice-engines.com/NeedlesInTheHaystack1.html?source=twitter
http://www.youtube.com/playlist?list=PL14E451777DC0A014
http://alexbraunstein.com/2011/08/09/hire-data-scientist-statistician/
http://www.youtube.com/watch?v=WELWkQ8gums&feature=youtu.be
http://nodexl.codeplex.com/
https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group
http://paper.li/sna_social3/1340610253
http://mathbabe.org/2012/09/28/what-is-a-model/
https://foursquare.com/petermalamas/checkin/5069eb31e4b05eea7155eba2?s=jqiF8gVhUT6DWOeCQME1SL_4Loo&ref=tw

Top URLs in Tweet in G1:
https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group
http://www.youtube.com/watch?v=WELWkQ8gums&feature=youtu.be
http://www.youtube.com/playlist?list=PL14E451777DC0A014
http://www.predictiveanalyticsworld.com/boston/2012/agenda.php#keynote-900
http://www.predictiveanalyticsworld.com/boston/2012/agenda.php#day1-1130
http://bit.ly/OWLPEv
http://www.sas.com/big-data/index.html
http://www.youtube.com/watch?v=-NxcRygzm3k&feature=youtu.be
http://www.facebook.com/media/set/?set=a.10151040262242827.414228.78024732826&type=1
http://www.meetup.com/Boston-Predictive-Analytics/events/81297972/

Top URLs in Tweet in G2:
http://www.linkedin.com/slink?code=6VDAbq
http://www.slideshare.net/Marc_A_Smith/20121001-pawcon-2012marc-smith-mapping-collections-of-connections-in-social-media-with-node-xl
http://paper.li/sna_social3/1340610253
http://mathbabe.org/2012/09/28/what-is-a-model/
http://nodexl.codeplex.com/
http://t.co/iwCFbRS2
http://www.wns.com/About-Us/Events.aspx

Top URLs in Tweet in G3:
http://pages.lattice-engines.com/NeedlesInTheHaystack1.html?source=twitter
http://www.predictiveanalyticsworld.com/boston/2012/agenda_overview.php
https://foursquare.com/petermalamas/checkin/5069eb31e4b05eea7155eba2?s=jqiF8gVhUT6DWOeCQME1SL_4Loo&ref=tw

Top URLs in Tweet in G4:
http://www.kdnuggets.com/2012/09/pervasive-big-data-rushanalytics-for-knime.html
http://paper.li/prattshane/1325256478

Top URLs in Tweet in G5:
http://alexbraunstein.com/2011/08/09/hire-data-scientist-statistician/
http://www.linkedin.com/groups/CRISPDM-1950547/about
http://www.forbes.com/sites/louiscolumbus/2012/08/04/hype-cycle-for-cloud-computing-shows-enterprises-finding-value-in-big-data-virtualization/
http://nodexl.codeplex.com/
http://sociology.stanford.edu/people/mgranovetter/documents/granstrengthweakties.pdf
http://www.predictiveanalyticsworld.com/boston/2012/agenda.php#day1-140key
http://nodexlgraphgallery.org/Pages/Default.aspx

Top URLs in Tweet in G7:
http://pingar.com/pingar-research-blog/

Top Domains in Tweet in Entire Graph:
youtube.com
predictiveanalyticsworld.com
pingar.com
linkedin.com
paper.li
lattice-engines.com
alexbraunstein.com
codeplex.com
b4checkin.com
mathbabe.org

Top Domains in Tweet in G1:
youtube.com
b4checkin.com
predictiveanalyticsworld.com
bit.ly
sas.com
facebook.com
meetup.com
alexbraunstein.com
linkedin.com

Top Domains in Tweet in G2:
linkedin.com
slideshare.net
paper.li
mathbabe.org
codeplex.com
t.co
wns.com

Top Domains in Tweet in G3:
lattice-engines.com
predictiveanalyticsworld.com
foursquare.com

Top Domains in Tweet in G4:
kdnuggets.com
paper.li

Top Domains in Tweet in G5:
alexbraunstein.com
linkedin.com
forbes.com
codeplex.com
stanford.edu
predictiveanalyticsworld.com
nodexlgraphgallery.org

Top Domains in Tweet in G7:
pingar.com

Top Hashtags in Tweet in Entire Graph:
pawcon
analytics
bigdata
predictiveanalytics
emetrics
nodexl
tawcon
ibm
sales
predictive

Top Hashtags in Tweet in G1:
pawcon
analytics
ibm
predictive
tom
bigdata
analytics2013
pawc
tooclos
emetrics

Top Hashtags in Tweet in G2:
pawcon
nodexl
analytics
sna
infovis
bi
data
predictiveanalytics
maps
visualization

Top Hashtags in Tweet in G3:
pawcon
bigdata
emetrics
datascience
sales
crm
datascientists
predictiveanalytics
nodexl
analytics

Top Hashtags in Tweet in G4:
pawcon
predictiveanalytics
emetrics
bigdata
gaugecon
dmsummit
demandcon
tawcon
amaresearch
cloud

Top Hashtags in Tweet in G5:
pawcon
analytics
datascientists
predictiveanalytics
twitter
salesforce
sales
boston
datascientist
marketing

Top Hashtags in Tweet in G6:
pawcon
m2m

Top Hashtags in Tweet in G7:
tawcon
pawcon
textanalytics

Top Words in Tweet in Entire Graph:
pawcon
rt
data
analytics
boston
scootrous
lattice_engines
predictive
science
deanabb

Top Words in Tweet in G1:
pawcon
rt
analytics
boston
predictive
booth
amp
deanabb
data
ibm

Top Words in Tweet in G2:
pawcon
data
rt
scootrous
end
nodexl
science
analytics
deanabb
social

Top Words in Tweet in G3:
pawcon
rt
data
lattice_engines
bigdata
sales
kent
mccormick
big
more

Top Words in Tweet in G4:
pawcon
boston
data
rt
pervasive
predictiveanalytics
week
davidinbar
next
predictive

Top Words in Tweet in G5:
pawcon
rt
data
analytics
scootrous
agrobins
good
more
science
kdnuggets

Top Words in Tweet in G6:
rt
pawcon
data
eelcokaper
business
lattice_engines
become
mission
critical
asset

Top Words in Tweet in G7:
tawcon
annadivoli
talks
pawcon
textanalytics
taxonomies
read
blog
here
rt

Top Word Pairs in Tweet in Entire Graph:
pawcon,boston
rt,lattice_engines
predictive,analytics
big,data
data,science
scott,nicholson
looking,forward
rt,scootrous
rt,stuartmdavis
pawcon,scootrous

Top Word Pairs in Tweet in G1:
pawcon,boston
predictive,analytics
ibm,booth
rt,stuartmdavis
rt,kdb037
story,analytics
rt,sasanalytics
rt,deanabb
rt,pawcon
scott,nicholson

Top Word Pairs in Tweet in G2:
rt,scootrous
data,science
solve,problems
view,data
science,use
use,data
data,solve
problems,end
end,end
end,asking

Top Word Pairs in Tweet in G3:
rt,lattice_engines
kent,mccormick
mccormick,pawcon
big,data
lattice_engines,rt
scott,nicholson
anne,robinson
robinson,pawcon
nicholson,pawcon
jason,verlen

Top Word Pairs in Tweet in G4:
pawcon,boston
looking,forward
boston,next
next,week
week,pawcon
news,share
booth,323
predictive,analytics
few,minutes
pervasive,pawcon

Top Word Pairs in Tweet in G5:
pawcon,scootrous
rt,stuartmdavis
pawcon,arobins
rt,mekncl
agrobins,pawcon
big,data
pawcon,nodexl
pawcon,kdnuggets
data,scientist
pawcon,boston

Top Word Pairs in Tweet in G6:
rt,eelcokaper
eelcokaper,rt
rt,lattice_engines
lattice_engines,data
data,become
become,mission
mission,critical
critical,business
business,asset
asset,adp

Top Word Pairs in Tweet in G7:
annadivoli,talks
talks,tawcon
tawcon,pawcon
pawcon,textanalytics
textanalytics,taxonomies
taxonomies,read
read,blog
blog,here
rt,pingarhq
pingarhq,rt

Top Tweeters in Entire Graph:
darylshaber
YvesMulkers
wernerkeil
ocdqblog
EelcoKaper
DCarsonCPA_CATX
HoardingInfo
TiqChapa108
seaportboston
kdnuggets

Top Tweeters in G1:
ocdqblog
DCarsonCPA_CATX
TalentAnalytics
kristinevick
SASanalytics
edwsonoma
angemelalala
decisionmgt
IBMSPSS
StatSoft

Top Tweeters in G2:
TiqChapa108
kdnuggets
josh_wills
newstik
ilovekimchee
fasolamatt
marc_smith
wnsholdings
solzaire
steveblackmon

Top Tweeters in G3:
YvesMulkers
EelcoKaper
amandamaks
GilPress
petermalamas
Lattice_Engines
_ipointinc
PromptBoston
tdme
DBA_J

Top Tweeters in G4:
seaportboston
DataRush
SKSMediaLondres
PrattShane
Pervasive
BigDataPVSW
danwoodscito
davidinbar
k8lynch
GCECloud

Top Tweeters in G5:
darylshaber
JohnBFair
INFORMS
mekncl
deanabb
DLautzenheiser
stuartmdavis
pasqualetti
agrobins
NgoniChiko

Top Tweeters in G6:
wernerkeil
breakthroo
ImranP
PG_twakey
KWel29

Top Tweeters in G7:
HoardingInfo
PingarHQ
peterwhilton

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