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20120730 Climate Change NodeXL Twitter SNA
20120730 Climate Change NodeXL Twitter SNA
From:
marc_smith
Uploaded on:
July 31, 2012
Description:
The graph represents a network of 592 Twitter users whose recent tweets contained "climate change". The network was obtained on Monday, 7/30/2012 at 16:55 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 2-hour period from 7/30/2012 16:55 UTC to 7/30/2012 19:00 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: 1000
Unique Edges: 2895
Edges With Duplicates: 365
Total Edges: 3260
Self-Loops: 1006
Reciprocated Vertex Pair Ratio: 0.177270255573681
Reciprocated Edge Ratio: 0.301154734411085
Connected Components: 332
Single-Vertex Connected Components: 316
Maximum Vertices in a Connected Component: 641
Maximum Edges in a Connected Component: 2818
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 3.672914
Graph Density: 0.00216716716716717
Modularity: 0.448688
NodeXL Version: 1.0.1.219

Top 10 Vertices, Ranked by Betweenness Centrality:
sciam
SenSanders
drgrist
tveitdal
Earthjustice
MoisesNaim
MichaelEMann
suzyji
RnfrstAlliance
globalgreen

Top Replied-To in Entire Graph:
wiredscience
leodicaprio
sustainbth
bslotterback
gayle_ryan
sciam
dbiello
greenman3610
ringoffireradio
clarknt67

Top Replied-To in G1:
leodicaprio
phylogenomics
josephsihotang
jtmcgillicuddy
wiredscience
noahroth
ericmargolis
mariluomi
senatorreid
dmiliband

Top Replied-To in G2:
foolsconfidence

Top Replied-To in G3:
gayle_ryan
ljgarb
dbiello
ecowatch
greenman3610
ringoffireradio
clarknt67
sensanders
newsokpolitics
dansinker

Top Replied-To in G4:
guardianeco
sciam
joshzepps
koch_industries
wiredscience

Top Replied-To in G5:
sonjamilliken

Top Replied-To in G6:
vivekovivek

Top Replied-To in G7:
sustainbth

Top Replied-To in G8:
tveitdal

Top Mentioned in Entire Graph:
sciam
sensanders
jiminhofe
inhofepress
guardian
huffpostgreen
scotsrenewables
moisesnaim
tveitdal
nytimes

Top Mentioned in G1:
huffpostgreen
guardian
wildlifeaction
bbcnews
bbcworld
sensanders
jiminhofe
inhofepress
nytjim
iansomerhalder

Top Mentioned in G2:
scotsrenewables
sciam
lmorello_dc
suzyji
usfwspacific
sensanders
nytimes
silvio_marcacci
treehugger
drgrist

Top Mentioned in G3:
jiminhofe
inhofepress
sensanders
rbreich
huffpostgreen
nytopinion
hrismooney_
mattison
wegoted
greenhousenyt

Top Mentioned in G4:
sciam
guardian
npdquebec
cpawsbc
skollglobal
thejournal_ie
tamarkoosed
undp
youtube
nytjim

Top Mentioned in G5:
nytimes
paul_rose
ucberkeleynews
thinkprogress
envcalifornia
asb_partnership
tweeting4earth
earthjustice
thetyee
cherylireland1

Top Mentioned in G6:
moisesnaim
javieraparicio
soniabridi
guardian
csapkota
rodrigohlagreca

Top Mentioned in G7:
eureferendum
donbeeman
thinkprogress
karlos1705
benfenton
drgrist
gccntwrk
higgledpee
fauxpaschick
grist

Top Mentioned in G8:
tveitdal
sensanders
jiminhofe
inhofepress
earthjustice
guardianscience
100thmonkey_
solsuco
ericries
lundkjetil

Top Mentioned in G9:
dtapscott
taptugreen
guardianeco
smithsonianrss
humanitynews

Top Mentioned in G10:
nytimes
gstrece
collapsenet
chasingice
huffpostgreen
activistpost

Top URLs in Tweet in Entire Graph:
http://nyti.ms/MTciD8
http://www.bbc.co.uk/news/science-environment-19047501
http://bit.ly/OuEVK3
http://www.sanders.senate.gov/newsroom/news/?id=453e3b47-61f4-4d9f-b650-75d06e467074
http://www.latimes.com/news/politics/la-pn-kochfunded-climate-change-skeptic-reverses-course-20120729,0,7372823.story
http://bbc.in/OclcxT
http://huff.to/P5spvL
http://gu.com/p/39c2g/tw
http://gu.com/p/39c2g/tf
http://nyti.ms/Ouq7Yv

Top URLs in Tweet in G1:
http://nyti.ms/MTciD8
http://bit.ly/PdBItp
http://huff.to/P5spvL
http://bbc.in/OclcxT
http://bit.ly/Q6OA8I
http://www.latimes.com/news/politics/la-pn-kochfunded-climate-change-skeptic-reverses-course-20120729,0,7372823.story
http://nyti.ms/Ouq7Yv
http://Telegraph.co.uk
https://online.nwf.org/site/Advocacy?cmd=display&page=UserAction&id=1563&s_src=Twitter
http://gu.com/p/39c2g

Top URLs in Tweet in G2:
http://www.bbc.co.uk/news/science-environment-19047501
http://nyti.ms/MTciD8
http://bit.ly/Pg9sGh
http://nctc.fws.gov/CSP/Resources/climate_change/home.html
http://www.latimes.com/news/politics/la-pn-kochfunded-climate-change-skeptic-reverses-course-20120729,0,7372823.story
http://ow.ly/cB9Zm
http://ejus.tc/OxPrNh
http://lnkd.in/dq27Qh
http://bloom.bg/Pg0VmP
http://is.gd/zRPd34

Top URLs in Tweet in G3:
http://www.sanders.senate.gov/newsroom/news/?id=453e3b47-61f4-4d9f-b650-75d06e467074
http://nyti.ms/MTciD8
http://www.c-span.org/Live-Video/C-SPAN2/
http://huff.to/P5spvL
http://nyti.ms/Ouq7Yv
http://ecowatch.org/2012/inhofe-climate-change/
http://lgf.bz/M5qdng
http://nyti.ms/QZD7Kd
http://goo.gl/URymF
http://huff.to/Oyesd4

Top URLs in Tweet in G4:
http://bit.ly/OuEVK3
http://nyti.ms/MTciD8
http://www.latimes.com/news/politics/la-pn-kochfunded-climate-change-skeptic-reverses-course-20120729,0,7372823.story
http://gu.com/p/39c2g/tw
http://bbc.in/OclcxT
http://bit.ly/MP9Du1
http://tinyurl.com/oops-Enridge
http://bit.ly/Q79Ta1
http://thetyee.ca/News/2012/07/30/BlueCarbon/
http://jrnl.ie/538080

Top URLs in Tweet in G5:
http://nyti.ms/MTciD8
http://www.bbc.co.uk/news/science-environment-19047501
http://bit.ly/QI1mry
http://bit.ly/QN72AN
http://www.nytimes.com/2012/07/30/opinion/the-conversion-of-a-climate-change-skeptic.html
http://clmpr.gs/Q4vBvi
http://fb.me/2cNFAVVhy
http://ow.ly/cBxfg
http://www.motherjones.com/blue-marble/2012/07/fracked-professors
http://ejus.tc/OxPrNh

Top URLs in Tweet in G6:
http://nyti.ms/MTciD8
http://gu.com/p/39c2g/tf
http://ow.ly/cBltJ
http://goo.gl/65yFd
http://goo.gl/fb/hEqju
http://m.guardian.co.uk/science/2012/jul/29/climate-change-sceptics-change-mind?cat=science&type=article
http://www.nytimes.com/2012/07/30/opinion/the-conversion-of-a-climate-change-skeptic.html?_r=1
http://bit.ly/OuzvyJ
http://gu.com/p/39c2g/tw

Top URLs in Tweet in G7:
http://www.eureferendum.com/blogview.aspx?blogno=82977
http://po.st/8wgWfJ
http://bit.ly/Oujjh9
http://grist.org/article/why-climate-change-doesnt-spark-moral-outrage-and-how-it-could/
http://clmpr.gs/Q4vBvi
http://bit.ly/Q6fxKq
http://bit.ly/LZaCu5
http://bit.ly/R0ee0R
http://thkpr.gs/MVECXw
http://ow.ly/cteLG

Top URLs in Tweet in G8:
http://bit.ly/MfOVr5
http://bit.ly/MfOwFc
http://huff.to/MfOL37
http://www.csmonitor.com/Science/2012/0730/Prominent-climate-change-denier-now-admits-he-was-wrong-video
http://www.sanders.senate.gov/newsroom/news/?id=453e3b47-61f4-4d9f-b650-75d06e467074
http://ejus.tc/OxPrNh
http://gu.com/p/39c2g/tf
http://www.greenprophet.com/2012/07/summer-camp-climate-change/
http://dlvr.it/1wtrTG
http://nyti.ms/MTciD8

Top URLs in Tweet in G9:
http://ow.ly/cBw90
http://ftc.li/5yr
http://bit.ly/QrSG8B
http://dlvr.it/1wt7Vh
http://bit.ly/OfFW50
http://adf.ly/BMOqX
http://bit.ly/QLSjWO
http://bbc.in/OclcxT
http://bit.ly/OcHJKJ
http://yhoo.it/Q4hM0N

Top URLs in Tweet in G10:
http://nyti.ms/MTciD8
http://bit.ly/R043t4
http://bit.ly/R006EK
http://tinyurl.com/cb8p5c8
http://bbc.in/OclcxT
http://fb.me/1erFOddpy
http://huff.to/P5spvL
http://tiny.cc/5ls9hw
http://www.youtube.com/watch?v=8Hz0gRtsdZc
http://www.earth-heal.com/index.php/videos/viewvideo/372/heatwaves-drought-chemtrails-haarp-weather-warfare-scott-stevens.html

Top Hashtags in Tweet in Entire Graph:
climatechange
climate
globalwarming
nohoax
science
environment
auspol
p2
tcot
news

Top Hashtags in Tweet in G1:
climatechange
climate
science
colorado
wildfires
teamfollowback
news
tech
earthchanges
environment

Top Hashtags in Tweet in G2:
climatechange
climate
usfws
globalwarming
ecology
co2
change
environment
ottawa
canada

Top Hashtags in Tweet in G3:
climatechange
nohoax
climate
p2
tcot
globalwarming
lnyhbt
btv
vt
warming

Top Hashtags in Tweet in G4:
climatechange
climate
ngp
environment
green
polcdn
cdescom
politics
us
enbridge

Top Hashtags in Tweet in G5:
climate
climatechange
environment
science
globalwarming
agriculture
rural
fracking
nature
habitat

Top Hashtags in Tweet in G7:
climatechange
globalwarming
auspol
climate
energy
uk
india
scam
science
london2012

Top Hashtags in Tweet in G8:
climatechange
nohoax
climate
jordan

Top Hashtags in Tweet in G9:
climatechange
climate_change
hot
carbon
earth
co2
news
media

Top Hashtags in Tweet in G10:
peakoil
transition
climatechange
environment
hurricane
haarp
climate
weather
modification

Top Tweeters in Entire Graph:
SurfikiTrends
HumanityNews
radixextreme
freedomforthwin
GovernmentBot
00ASHLEYMARIE00
Nayran_souza
bilderberg54
vividspirit
Theophany1

Top Tweeters in G1:
SurfikiTrends
radixextreme
freedomforthwin
00ASHLEYMARIE00
Nayran_souza
vividspirit
koolsk8ter111
khabar_news_En
mistere777
mefi_tweed

Top Tweeters in G2:
ecogreen4us
drgrist
WBrowneNews
WhoDat35
tatirijillo
carbonmeme
GreenCarMag
tan123
pennalternative
GreenIsTweet

Top Tweeters in G3:
Theophany1
haloefekti
RockDocInLV
kittylight
RCdeWinter
JAMSRIDE
Ivanroberson
bsonder
QuorumCall
Wylieknowords

Top Tweeters in G4:
bilderberg54
SusanFelicity
idrobinhood
natif8
jaimewoo
kixes
EcoManLeader
DaughterZhivago
schwild
renesugar

Top Tweeters in G5:
ISCOSEU
JusJane53
ecoschemes
777MJJ
runtodaylight
GreenGlobalTrvl
AgroBioDiverse
lasereyes
zennrr
Varvera

Top Tweeters in G6:
RaulSilvestre
ernesto_turismo
marciaburga
javieraparicio
joseearenas
HelenaPalm
jambc
tan_hg
Ric_SmithN
YE5HUA

Top Tweeters in G7:
GovernmentBot
andy_s_64
PsychoticLynx
mattstaggs
mathenaetor
fauxpaschick
RBamfy
Solarvoltaic
IloiloKano
bobirving99

Top Tweeters in G8:
JoHashtags
LillyGrillzit
CyG_Climate
ArnoldBeekes
SustainableWits
tveitdal
NutkinNB
VegOs
joanneooi
DavidMixner

Top Tweeters in G9:
HumanityNews
nahumg
AidResources
fairbird2
Recycle_Phones
LiveMy_life
ValueLED
marianogoren
dtapscott
planet3org

Top Tweeters in G10:
dustcircle
prometheus2054
ActivistPost
whatevabiteme
1cafelitoalas11
RatsMovement
TruthSupport
gstrece
saringer81
taboacid