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20121001 pawcon Twitter NodeXL SNA Map

From:

marc_smith

Uploaded on:

October 01, 2012

Description:

The graph represents a network of 29 Twitter users whose recent tweets contained "pawcon". The network was obtained on Monday, 01 October 2012 at 12:36 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 6-day, 20-hour, 46-minute period from Monday, 24 September 2012 at 15:47 UTC to Monday, 01 October 2012 at 12:33 UTC.

The graph is directed.

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

The graph was laid out using the Harel-Koren Fast Multiscale 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: 29

Unique Edges: 84

Edges With Duplicates: 48

Total Edges: 132

Self-Loops: 27

Reciprocated Vertex Pair Ratio: 0.34375

Reciprocated Edge Ratio: 0.511627906976744

Connected Components: 2

Single-Vertex Connected Components: 1

Maximum Vertices in a Connected Component: 28

Maximum Edges in a Connected Component: 131

Maximum Geodesic Distance (Diameter): 4

Average Geodesic Distance: 2.140127

Graph Density: 0.105911330049261

Modularity: 0.286903

NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:

pawcon

PingarHQ

ocdqblog

BigDataPVSW

StatSoft

davidinbar

josh_wills

scootrous

DataRush

TalentAnalytics

Top Replied-To in Entire Graph:

deanabb

pawcon

artsmia

scootrous

kdnuggets

lattice_engines

johnelder4

antgoldbloom

annadivoli

Top Replied-To in G1:

kdnuggets

antgoldbloom

johnelder4

lattice_engines

scootrous

Top Replied-To in G2:

artsmia

Top Replied-To in G3:

pawcon

deanabb

Top Replied-To in G4:

annadivoli

Top Mentioned in Entire Graph:

pawcon

deanabb

davidinbar

scootrous

statsoft

dckallos

bigdatapvsw

pingarhq

annadivoli

talentanalytics

Top Mentioned in G1:

pawcon

scootrous

davidinbar

bigdatapvsw

Top Mentioned in G2:

pawcon

talentanalytics

deanabb

tcompumark

mathbabedotorg

prednewsdotcom

jenserventi

Top Mentioned in G3:

statsoft

deanabb

pawcon

dckallos

Top Mentioned in G4:

pawcon

pingarhq

annadivoli

pervasive

pvswxchange

dataintegrate

datarush

bigdatapvsw

robertspaige

mikehsays

Top URLs in Tweet in Entire Graph:

http://pingar.com/pingar-research-blog/

https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group

http://mathbabe.org/2012/09/28/what-is-a-model/

http://www.meetup.com/Boston-Predictive-Analytics/events/81297972/

http://bit.ly/OWLPEv

http://www.wns.com/About-Us/Events.aspx

http://www.kdnuggets.com/2012/09/pervasive-big-data-rushanalytics-for-knime.html

http://paper.li/sna_social3/1340610253

Top URLs in Tweet in G1:

http://www.kdnuggets.com/2012/09/pervasive-big-data-rushanalytics-for-knime.html

Top URLs in Tweet in G2:

https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group

http://bit.ly/OWLPEv

http://mathbabe.org/2012/09/28/what-is-a-model/

http://www.wns.com/About-Us/Events.aspx

http://paper.li/sna_social3/1340610253

Top URLs in Tweet in G3:

http://www.meetup.com/Boston-Predictive-Analytics/events/81297972/

Top URLs in Tweet in G4:

http://pingar.com/pingar-research-blog/

https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group

Top Domains in Tweet in Entire Graph:

pingar.com

b4checkin.com

mathbabe.org

meetup.com

bit.ly

wns.com

kdnuggets.com

paper.li

Top Domains in Tweet in G1:

kdnuggets.com

Top Domains in Tweet in G2:

b4checkin.com

bit.ly

mathbabe.org

wns.com

paper.li

Top Domains in Tweet in G3:

meetup.com

Top Domains in Tweet in G4:

pingar.com

b4checkin.com

Top Hashtags in Tweet in Entire Graph:

pawcon

analytics

predictiveanalytics

ibm

predictive

tawcon

textanalytics

emetrics

demandcon

boston

Top Hashtags in Tweet in G1:

pawcon

predictiveanalytics

Top Hashtags in Tweet in G2:

pawcon

analytics

emetrics

demandcon

wns

predictive

Top Hashtags in Tweet in G3:

pawcon

analytics

predictive

boston

r

rattle

d3

Top Hashtags in Tweet in G4:

pawcon

ibm

tawcon

textanalytics

ff

p

Top Hashtags in Tweet in G5:

pawcon

Top Words in Tweet in Entire Graph:

pawcon

boston

rt

analytics

looking

data

predictive

forward

week

end

Top Words in Tweet in G1:

pawcon

data

rt

end

boston

scootrous

pervasive

predictiveanalytics

view

science

Top Words in Tweet in G2:

pawcon

boston

analytics

rt

looking

forward

week

predictive

tomorrow

talentanalytics

Top Words in Tweet in G3:

pawcon

boston

rt

analytics

deanabb

statsoft

looking

statistica

amp

predictive

Top Words in Tweet in G4:

pawcon

rt

pingarhq

ibm

annadivoli

talks

tawcon

textanalytics

taxonomies

read

Top Word Pairs in Tweet in Entire Graph:

pawcon,boston

looking,forward

predictive,analytics

rt,scootrous

next,week

boston,next

view,data

data,science

science,use

use,data

Top Word Pairs in Tweet in G1:

rt,scootrous

pawcon,boston

view,data

data,science

science,use

use,data

data,solve

solve,problems

problems,end

end,end

Top Word Pairs in Tweet in G2:

pawcon,boston

looking,forward

predictive,analytics

rt,talentanalytics

Top Word Pairs in Tweet in G3:

pawcon,boston

predictive,analytics

special,forces

forces,hiring

forget,advanced

advanced,methods

methods,hands

hands,workshop

workshop,pawcon

boston,thursday

Top Word Pairs in Tweet in G4:

rt,pingarhq

annadivoli,talks

talks,tawcon

tawcon,pawcon

pawcon,textanalytics

textanalytics,taxonomies

taxonomies,read

read,blog

blog,here

rt,pawcon

Top Tweeters in Entire Graph:

ocdqblog

HoardingInfo

TiqChapa108

TalentAnalytics

josh_wills

angemelalala

GilPress

fasolamatt

StatSoft

mekncl

Top Tweeters in G1:

TiqChapa108

josh_wills

GilPress

DataRush

steveblackmon

BigDataPVSW

davidinbar

scootrous

k8lynch

Top Tweeters in G2:

angemelalala

fasolamatt

wnsholdings

pawcon

Adam_Kahn

sna_social3

kdb037

juergen_a_klenk

Top Tweeters in G3:

TalentAnalytics

StatSoft

mekncl

deanabb

sheldonborkin

dckallos

Top Tweeters in G4:

ocdqblog

HoardingInfo

PingarHQ

peterwhilton

NYDatagirl

Top Tweeters in G5:

solzaire

The graph is directed.

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

The graph was laid out using the Harel-Koren Fast Multiscale 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: 29

Unique Edges: 84

Edges With Duplicates: 48

Total Edges: 132

Self-Loops: 27

Reciprocated Vertex Pair Ratio: 0.34375

Reciprocated Edge Ratio: 0.511627906976744

Connected Components: 2

Single-Vertex Connected Components: 1

Maximum Vertices in a Connected Component: 28

Maximum Edges in a Connected Component: 131

Maximum Geodesic Distance (Diameter): 4

Average Geodesic Distance: 2.140127

Graph Density: 0.105911330049261

Modularity: 0.286903

NodeXL Version: 1.0.1.225

Top 10 Vertices, Ranked by Betweenness Centrality:

pawcon

PingarHQ

ocdqblog

BigDataPVSW

StatSoft

davidinbar

josh_wills

scootrous

DataRush

TalentAnalytics

Top Replied-To in Entire Graph:

deanabb

pawcon

artsmia

scootrous

kdnuggets

lattice_engines

johnelder4

antgoldbloom

annadivoli

Top Replied-To in G1:

kdnuggets

antgoldbloom

johnelder4

lattice_engines

scootrous

Top Replied-To in G2:

artsmia

Top Replied-To in G3:

pawcon

deanabb

Top Replied-To in G4:

annadivoli

Top Mentioned in Entire Graph:

pawcon

deanabb

davidinbar

scootrous

statsoft

dckallos

bigdatapvsw

pingarhq

annadivoli

talentanalytics

Top Mentioned in G1:

pawcon

scootrous

davidinbar

bigdatapvsw

Top Mentioned in G2:

pawcon

talentanalytics

deanabb

tcompumark

mathbabedotorg

prednewsdotcom

jenserventi

Top Mentioned in G3:

statsoft

deanabb

pawcon

dckallos

Top Mentioned in G4:

pawcon

pingarhq

annadivoli

pervasive

pvswxchange

dataintegrate

datarush

bigdatapvsw

robertspaige

mikehsays

Top URLs in Tweet in Entire Graph:

http://pingar.com/pingar-research-blog/

https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group

http://mathbabe.org/2012/09/28/what-is-a-model/

http://www.meetup.com/Boston-Predictive-Analytics/events/81297972/

http://bit.ly/OWLPEv

http://www.wns.com/About-Us/Events.aspx

http://www.kdnuggets.com/2012/09/pervasive-big-data-rushanalytics-for-knime.html

http://paper.li/sna_social3/1340610253

Top URLs in Tweet in G1:

http://www.kdnuggets.com/2012/09/pervasive-big-data-rushanalytics-for-knime.html

Top URLs in Tweet in G2:

https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group

http://bit.ly/OWLPEv

http://mathbabe.org/2012/09/28/what-is-a-model/

http://www.wns.com/About-Us/Events.aspx

http://paper.li/sna_social3/1340610253

Top URLs in Tweet in G3:

http://www.meetup.com/Boston-Predictive-Analytics/events/81297972/

Top URLs in Tweet in G4:

http://pingar.com/pingar-research-blog/

https://book.b4checkin.com/seaportboston/rlpv2/NegotiatedRates.asp?TID=DDBW12&CompanyName=Data%20Driven%20Business%20Week&Category=Group

Top Domains in Tweet in Entire Graph:

pingar.com

b4checkin.com

mathbabe.org

meetup.com

bit.ly

wns.com

kdnuggets.com

paper.li

Top Domains in Tweet in G1:

kdnuggets.com

Top Domains in Tweet in G2:

b4checkin.com

bit.ly

mathbabe.org

wns.com

paper.li

Top Domains in Tweet in G3:

meetup.com

Top Domains in Tweet in G4:

pingar.com

b4checkin.com

Top Hashtags in Tweet in Entire Graph:

pawcon

analytics

predictiveanalytics

ibm

predictive

tawcon

textanalytics

emetrics

demandcon

boston

Top Hashtags in Tweet in G1:

pawcon

predictiveanalytics

Top Hashtags in Tweet in G2:

pawcon

analytics

emetrics

demandcon

wns

predictive

Top Hashtags in Tweet in G3:

pawcon

analytics

predictive

boston

r

rattle

d3

Top Hashtags in Tweet in G4:

pawcon

ibm

tawcon

textanalytics

ff

p

Top Hashtags in Tweet in G5:

pawcon

Top Words in Tweet in Entire Graph:

pawcon

boston

rt

analytics

looking

data

predictive

forward

week

end

Top Words in Tweet in G1:

pawcon

data

rt

end

boston

scootrous

pervasive

predictiveanalytics

view

science

Top Words in Tweet in G2:

pawcon

boston

analytics

rt

looking

forward

week

predictive

tomorrow

talentanalytics

Top Words in Tweet in G3:

pawcon

boston

rt

analytics

deanabb

statsoft

looking

statistica

amp

predictive

Top Words in Tweet in G4:

pawcon

rt

pingarhq

ibm

annadivoli

talks

tawcon

textanalytics

taxonomies

read

Top Word Pairs in Tweet in Entire Graph:

pawcon,boston

looking,forward

predictive,analytics

rt,scootrous

next,week

boston,next

view,data

data,science

science,use

use,data

Top Word Pairs in Tweet in G1:

rt,scootrous

pawcon,boston

view,data

data,science

science,use

use,data

data,solve

solve,problems

problems,end

end,end

Top Word Pairs in Tweet in G2:

pawcon,boston

looking,forward

predictive,analytics

rt,talentanalytics

Top Word Pairs in Tweet in G3:

pawcon,boston

predictive,analytics

special,forces

forces,hiring

forget,advanced

advanced,methods

methods,hands

hands,workshop

workshop,pawcon

boston,thursday

Top Word Pairs in Tweet in G4:

rt,pingarhq

annadivoli,talks

talks,tawcon

tawcon,pawcon

pawcon,textanalytics

textanalytics,taxonomies

taxonomies,read

read,blog

blog,here

rt,pawcon

Top Tweeters in Entire Graph:

ocdqblog

HoardingInfo

TiqChapa108

TalentAnalytics

josh_wills

angemelalala

GilPress

fasolamatt

StatSoft

mekncl

Top Tweeters in G1:

TiqChapa108

josh_wills

GilPress

DataRush

steveblackmon

BigDataPVSW

davidinbar

scootrous

k8lynch

Top Tweeters in G2:

angemelalala

fasolamatt

wnsholdings

pawcon

Adam_Kahn

sna_social3

kdb037

juergen_a_klenk

Top Tweeters in G3:

TalentAnalytics

StatSoft

mekncl

deanabb

sheldonborkin

dckallos

Top Tweeters in G4:

ocdqblog

HoardingInfo

PingarHQ

peterwhilton

NYDatagirl

Top Tweeters in G5:

solzaire