2012-09-12 #climatechange NodeXL Twitter Search
2012-09-12 #climatechange NodeXL Twitter Search
From:
marc_smith
Uploaded on:
September 12, 2012
Description:
The graph represents a network of 1001 Twitter users whose recent tweets contained "#climatechange". The network was obtained on Wednesday, 12 September 2012 at 20:03 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 1-day, 7-hour, 43-minute period from Tuesday, 11 September 2012 at 12:09 UTC to Wednesday, 12 September 2012 at 19:52 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: 1001
Unique Edges: 6909
Edges With Duplicates: 786
Total Edges: 7695
Self-Loops: 1376
Reciprocated Vertex Pair Ratio: 0.314568838288003
Reciprocated Edge Ratio: 0.478588612670409
Connected Components: 110
Single-Vertex Connected Components: 100
Maximum Vertices in a Connected Component: 879
Maximum Edges in a Connected Component: 7538
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.978984
Graph Density: 0.00622877122877123
Modularity: 0.33239
NodeXL Version: 1.0.1.224

Top 10 Vertices, Ranked by Betweenness Centrality:
AJEnglish
NRDC
EcoInteractive
UNDP
UN_ClimateTalks
ClimateGroup
EcoClimateSolut
ElizabethMay
RnfrstAlliance
Defenders

Top Replied-To in Entire Graph:
ajstream
ethicalfunds
zunianews
rtccnewswire
oceanchampions
guardianeco
michykaz
emilymbadger
neorsd
atharparvaiz

Top Replied-To in G1:
ethicalfunds
zunianews
ajstream
winnie_byanyima
atharparvaiz
iea
oceana
eu_commission
oxfamwesternrd
upfrontafrica

Top Replied-To in G2:
rtccnewswire
greenfestalix
neorsd
emilymbadger
harvardbiz
cnnbrk
cfigueres
scottmaustin
ceciliakang
businessgreen

Top Replied-To in G3:
ajstream
risingtidena
gnudarwin
guardianeco
progress2day
ankrahbi
minambienteit

Top Replied-To in G4:
oceanchampions
emilymbadger
350
john_vidal
monique_muise
publichealth
cfr_org
cydoniashop
greenforyou
tcktcktck

Top Replied-To in G5:
ajstream
petraawoods
barackobama
mattiseman
fmkarns
gusternoey
tveitdal

Top Replied-To in G6:
buddahbear01

Top Replied-To in G7:
storyroute

Top Mentioned in Entire Graph:
ajstream
ajenglish
zoecaron
guardian
occupychicago
karsenis
nrdc
canraccanada
1930g
defenders

Top Mentioned in G1:
sbgolden
undp
cfigueres
guardian
sustainbrands
care
connect4climate
cdproject
wbpoverty
ifmsa

Top Mentioned in G2:
karsenis
defenders
momscaf
mittromney
grist
nrdc
nytimes
ecointeractive
barackobama
nyccouncil

Top Mentioned in G3:
ajstream
ajenglish
occupychicago
1930g
1930gmt
motherjones
vandahmier
nrdc
sistersofmercy
tmsruge

Top Mentioned in G4:
zoecaron
canraccanada
toryaardvark
guardian
waterca
oliveridley
docrichard
grist
enablingcity
emilyebriggs

Top Mentioned in G5:
guardian
ajstream
nytimes
alorenzen
jamaicabaylives
billmckibben
opepa_usa
opepa
climatedesk
ajenglish

Top Mentioned in G6:
nprnews
cdcgov
rebootingfuture
chasingice
youtube
carasantamaria
conserve_ca

Top Mentioned in G7:
scoopit
sustainbrands
sharethis
wordpressdotcom

Top Mentioned in G8:
worldgbc
ajenglish
ajstream
1930g

Top Mentioned in G9:
richardtwine
undp
saskiagriep

Top Mentioned in G10:
avhstiftung
oaplanet
gcri_ny
meeurotaru

Top URLs in Tweet in Entire Graph:
http://www.theglobeandmail.com/report-on-business/industry-news/energy-and-resources/president-of-royal-dutch-shell-canadian-division-urges-carbon-price/article4534929/
http://www.npr.org/blogs/health/2012/09/10/160761974/when-heat-kills-global-warming-as-public-health-threat
http://trib.al/wQu5Ny
http://www.guardian.co.uk/p/3acvg/tw
http://www.cep.ca/en/news/media-releases/workers-unions-and-environmentalists-pei-meeting-crucial-first-step-keep
http://phys.org/news/2012-09-sea-otters-co2-atmosphere.html
http://trib.al/5BDIjZ
http://earthadapt.com/login
http://edition.cnn.com/2012/09/07/world/drought-around-world/
http://toryaardvark.com/2012/09/11/wind-turbines-the-cash-machine-that-keeps-paying-out/

Top URLs in Tweet in G1:
http://earthadapt.com/login
http://www.sustainablebrands.com/news_and_views/new-metrics/changing-environment-corporate-action-climate-change?utm_source=Twitter&utm_medium=schtweets&utm_campaign=editorial
http://www.100places.com/en/the100places0/
http://www.undp.org/content/undp/en/home/presscenter/pressreleases/2011/09/01/bhutan-s-gross-national-happiness-threatened-by-climate-change/
http://apps.facebook.com/voicesforclimate/
http://www.guardian.co.uk/environment/2012/sep/12/climate-change-business-cdp?intcmp=122
http://www.npr.org/blogs/health/2012/09/10/160761974/when-heat-kills-global-warming-as-public-health-threat
http://www.shanghaidaily.com/article/article_xinhua.asp?id=94414
http://www.undp.org/content/undp/en/home/ourwork/environmentandenergy/successstories/lao-pdr--diversifying-crops-to-cope-with-climate-change.html
https://www.neiinvestments.com/NEIFiles/PDFs/5.1.4%20Sustainable%20Investing%20Update/ESG%20Newsletter%202012/ESG_08_12_En_web.html

Top URLs in Tweet in G2:
http://phys.org/news/2012-09-sea-otters-co2-atmosphere.html
http://edition.cnn.com/2012/09/07/world/drought-around-world/
http://www.guardian.co.uk/environment/2012/sep/12/europe-airline-emissions-charge?newsfeed=true
http://trib.al/5BDIjZ
http://www.nytimes.com/2012/09/11/nyregion/new-york-faces-rising-seas-and-slow-city-action.html?hp
http://action.momscleanairforce.org/ea-action/action?ea.client.id=1711&ea.campaign.id=15638&ea.tracking.id=twitter
http://www.theglobeandmail.com/report-on-business/industry-news/energy-and-resources/president-of-royal-dutch-shell-canadian-division-urges-carbon-price/article4534929/
http://e360.yale.edu/feature/at_edge_of_peruvian_andes_tracking_impacts_of_warming/2570/
http://news.mongabay.com/2012/0911-hance-caribbean-coral-decline.html
http://www.guardian.co.uk/environment/2012/sep/12/climate-change-business-cdp?intcmp=122

Top URLs in Tweet in G3:
http://trib.al/wQu5Ny
http://trib.al/PAZwQs
http://stream.aljazeera.com/labs/vidquestions_popup.html
http://www.nytimes.com/2012/08/27/science/earth/zoos-and-aquariums-struggle-with-ways-to-discuss-climate-change.html?_r=2
http://www.motherjones.com/blue-marble/2012/09/melting-arctic-ice-photo-gallery-james-balog
http://trib.al/RvbZ2G
http://edition.cnn.com/2012/09/07/world/drought-around-world/
http://www.guardian.co.uk/environment/2012/sep/12/climate-change-business-cdp
http://trib.al/5BDIjZ
http://www.climalteranti.it/2012/09/11/dal-suolo-arido-al-grande-caldo/

Top URLs in Tweet in G4:
http://www.theglobeandmail.com/report-on-business/industry-news/energy-and-resources/president-of-royal-dutch-shell-canadian-division-urges-carbon-price/article4534929/
http://www.cep.ca/en/news/media-releases/workers-unions-and-environmentalists-pei-meeting-crucial-first-step-keep
http://toryaardvark.com/2012/09/11/wind-turbines-the-cash-machine-that-keeps-paying-out/
http://www.thestar.com/news/canada/article/1254636--climate-change-conundrum-will-arctic-animals-wardrobes-be-able-to-adapt
http://www.cbc.ca/news/canada/british-columbia/story/2012/09/11/science-uvic-permafrost-carbon.html?cmp=rss
http://www.theatlanticcities.com/neighborhoods/2012/09/how-climate-change-could-make-summer-crime-waves-worse/3219/
http://www.guardian.co.uk/p/3acvg/tw
http://www.nytimes.com/2012/09/11/nyregion/new-york-faces-rising-seas-and-slow-city-action.html?ref=todayspaper
http://blogs.usda.gov/2012/09/11/changing-climate-may-substantially-alter-maple-syrup-production/
http://www.transportationissuesdaily.com/gubernatorial-candidate-jay-inslee-gets-specific-about-transportation-climate-change/

Top URLs in Tweet in G5:
http://www.nytimes.com/2012/09/11/nyregion/new-york-faces-rising-seas-and-slow-city-action.html
http://www.findingfarm.com/?topic=sci-climate-change
http://www.youtalk-insurance.com/insurers/rsa
http://www.upworthy.com/watch-our-planet-is-literally-falling-apart-in-glorious-hd?g=2
http://nordpil.com/go/blog/arctic-sea-ice-august-2012/
http://motherboard.vice.com/2012/9/10/we-are-now-one-year-away-from-global-riots-complex-systems-theorists-say#.UE89w4O3IEo.twitter
http://www.pri.org/stories/science/environment/iceland-s-president-weighs-in-on-impact-of-rapidly-disappearing-arctic-ice-11438.html
http://www.tgdaily.com/general-sciences-features/66037-sea-otters-help-fight-global-warming
http://www.reuters.com/article/2012/09/10/us-usa-heat-idUSBRE88914W20120910
http://www.huffingtonpost.com/2012/09/10/plant-for-the-planet_n_1871726.html?utm_hp_ref=tw

Top URLs in Tweet in G6:
http://www.npr.org/blogs/health/2012/09/10/160761974/when-heat-kills-global-warming-as-public-health-threat
http://www.climatecentral.org/blogs/131-years-of-global-warming-in-26-seconds/
http://www.climateculturepolitics.com/
http://wwwp.dailyclimate.org/tdc-newsroom/2012/09/patagonia-glaciers-melting
http://www.nytimes.com/2012/09/11/nyregion/new-york-faces-rising-seas-and-slow-city-action.html?smid=tw-share&utm_source=buffer&buffer_share=b2f4b
http://www.youtube.com/watch?v=ii9b8V6PhlM&list=FL1yBKRuGpC1tSM73A0ZjYjQ&index=0&feature=plcp&utm_source=buffer&buffer_share=f2bed
http://www.pri.org/stories/science/environment/iceland-s-president-weighs-in-on-impact-of-rapidly-disappearing-arctic-ice-11438.html

Top URLs in Tweet in G7:
http://www.sustainablebrands.com/news_and_views/new-metrics/changing-environment-corporate-action-climate-change?utm_source=Twitter&utm_medium=schtweets&utm_campaign=editorial
http://www.motherjones.com/politics/2012/09/how-climate-change-could-make-summer-crime-waves-worse?utm_source=dlvr.it&utm_medium=twitter
http://www.nationmultimedia.com/opinion/Climate-change-Adaption-or-action-to-prevent-the-w-30190182.html
http://blogs.redding.com/dcraig/archives/2012/09/canaries-of-cli.html
http://www.huffingtonpost.com/2012/09/11/climate-change-on-the-point_n_1873066.html?utm_hp_ref=green
http://www.thestar.com/news/canada/article/1254636--climate-change-conundrum-will-arctic-animals-wardrobes-be-able-to-adapt
http://www.laboratoryequipment.com/news/2012/09/forest-greenness-depends-previous-years-snowfall
http://union-bulletin.com/news/2012/sep/10/climate-change-a-challenge-for-some-power-plant/#
http://www.brecorder.com/general-news/172/1236113/
http://www.huffingtonpost.com/david-burwell/heat-a-bridge-to-climate-_b_1847726.html

Top URLs in Tweet in G8:
http://www.npr.org/blogs/health/2012/09/10/160761974/when-heat-kills-global-warming-as-public-health-threat
http://in.reuters.com/article/2012/09/12/usa-oceans-otters-idINDEE88B01S20120912
http://www.reuters.com/article/environmentNews/idUSBRE88914W20120910
http://trib.al/nWvP2Z

Top URLs in Tweet in G9:
http://www.independent.co.uk/voices/comment/whats-so-scary-about-a-vegetarian-future-8125768.html
http://www.undp.org/content/undp/en/home/presscenter/pressreleases/2011/09/01/bhutan-s-gross-national-happiness-threatened-by-climate-change/
http://www.youtube.com/watch?v=TmfcJP_0eMc
http://www.guardian.co.uk/environment/2012/sep/12/climate-change-business-cdp?CMP=twt_fd

Top URLs in Tweet in G10:
http://www.humboldt-foundation.de/web/max-planck-award.html
http://goo.gl/K5Ktv
http://www.wired.com/wiredscience/2012/09/balog-glacier-photographs?pid=4761&viewall=true

Top Domains in Tweet in Entire Graph:
co.uk
nytimes.com
trib.al
carbonunity.com
npr.org
theglobeandmail.com
youtube.com
grist.org
phys.org
zunia.org

Top Domains in Tweet in G1:
carbonunity.com
co.uk
zunia.org
google.com
earthadapt.com
nytimes.com
undp.org
facebook.com
sustainablebrands.com
100places.com

Top Domains in Tweet in G2:
co.uk
nytimes.com
phys.org
grist.org
trib.al
npr.org
mongabay.com
cnn.com
momscleanairforce.org
theglobeandmail.com

Top Domains in Tweet in G3:
trib.al
twitter.com
aljazeera.com
nytimes.com
co.uk
youtube.com
motherjones.com
voiceofoc.org
cnn.com
newamericamedia.org

Top Domains in Tweet in G4:
co.uk
theglobeandmail.com
nytimes.com
toryaardvark.com
cep.ca
cbc.ca
grist.org
youtube.com
thestar.com
theatlanticcities.com

Top Domains in Tweet in G5:
co.uk
nytimes.com
wired.com
helium.com
huffingtonpost.com
rallyverse.com
npr.org
thinkprogress.org
youtube.com
findingfarm.com

Top Domains in Tweet in G6:
npr.org
climatecentral.org
climateculturepolitics.com
dailyclimate.org
nytimes.com
youtube.com
pri.org

Top Domains in Tweet in G7:
scoop.it
huffingtonpost.com
livescience.com
sustainablebrands.com
motherjones.com
nationmultimedia.com
redding.com
thestar.com
laboratoryequipment.com
union-bulletin.com

Top Domains in Tweet in G8:
npr.org
reuters.com
trib.al

Top Domains in Tweet in G9:
co.uk
undp.org
youtube.com

Top Domains in Tweet in G10:
humboldt-foundation.de
goo.gl
wired.com

Top Hashtags in Tweet in Entire Graph:
climatechange
globalwarming
environment
climate
arctic
cdpforum
news
green
weather
energy

Top Hashtags in Tweet in G1:
climatechange
cdpforum
environment
news
cfigueres
climate
greenwednesday
poverty
sustainability
voices4climate

Top Hashtags in Tweet in G2:
climatechange
environment
globalwarming
climate
drought
emissions
arctic
forests
eco
ets

Top Hashtags in Tweet in G3:
climatechange
globalwarming
environment
ochi
weather
obama
bigoil
extremeweather
green
hurricanes

Top Hashtags in Tweet in G4:
climatechange
globalwarming
arctic
cdnpoli
autism
students
climate
violence
health
agw

Top Hashtags in Tweet in G5:
climatechange
globalwarming
green
arctic
environment
climate
obama
sustainability
science
co2

Top Hashtags in Tweet in G6:
climatechange
health
climate
ecopsych
earth
ourchangingseas
culture
politics
sealevelrise
green

Top Hashtags in Tweet in G7:
climatechange
environment
climate
behavior
newmetri
youngturks
arctic
wildlife
forest
coal

Top Hashtags in Tweet in G8:
climatechange
environment
carbon
emissions
news
weather

Top Hashtags in Tweet in G9:
climatechange
animalethics
publichealth
mvo
greenwednesday
arctic
ft
oil
futuregenerations
cdpproject

Top Hashtags in Tweet in G10:
climatechange
research
award
weather
photography
ecosystem

Top Words in Tweet in Entire Graph:
climatechange
rt
climate
amp
via
change
globalwarming
environment
more
arctic

Top Words in Tweet in G1:
climatechange
rt
climate
change
via
cdpforum
amp
environment
news
global

Top Words in Tweet in G2:
climatechange
rt
climate
via
change
global
warming
environment
sea
drought

Top Words in Tweet in G3:
climatechange
rt
ajstream
weather
amp
ajenglish
extreme
between
globalwarming
environment

Top Words in Tweet in G4:
climatechange
rt
globalwarming
amp
climate
co2
arctic
more
up
carbon

Top Words in Tweet in G5:
climatechange
climate
via
rt
change
sea
ice
new
2012
green

Top Words in Tweet in G6:
climatechange
heat
health
via
nprnews
rt
kills
public
threat
cdcgov

Top Words in Tweet in G7:
climatechange
climate
scoopit
heat
adaptation
changing
environment
corporate
action
change

Top Words in Tweet in G8:
climatechange
rt
framed
health
issue
people
connect
better
worldgbc
sea

Top Words in Tweet in G9:
climatechange
rt
scary
vegetarian
future
independent
animalethics
publichealth
richardtwine
oil

Top Words in Tweet in G10:
climatechange
2013
rt
max
planck
research
award
announced
dl
nominations

Top Word Pairs in Tweet in Entire Graph:
climate,change
globalwarming,climatechange
extreme,weather
climatechange,amp
global,warming
top,firms
rt,ajenglish
climatechange,news
climatechange,environment
firms,believe

Top Word Pairs in Tweet in G1:
climate,change
climatechange,news
climatechange,cfigueres
climatechange,environment
u,s
top,firms
believe,climatechange
climatechange,threat
global,warming
climatechange,cdpforum

Top Word Pairs in Tweet in G2:
climate,change
global,warming
sea,otters
fight,climatechange
rt,karsenis
climatechange,environment
rising,number
number,top
top,firms
firms,believe

Top Word Pairs in Tweet in G3:
climatechange,amp
rt,ajenglish
extreme,weather
between,climatechange
relationship,between
amp,extreme
ajenglish,relationship
weather,undeniable
globalwarming,ochi
rt,occupychicago

Top Word Pairs in Tweet in G4:
globalwarming,climatechange
climate,change
president,royal
royal,dutch
dutch,shell
shell,canadian
canadian,division
division,urges
urges,carbon
carbon,price

Top Word Pairs in Tweet in G5:
climate,change
climatechange,globalwarming
via,guardian
climate,climatechange
new,york
time,lapse
sea,ice
up,climatechange
sea,otters
fight,climate

Top Word Pairs in Tweet in G6:
via,nprnews
heat,kills
kills,climatechange
climatechange,public
public,health
health,threat
threat,via
nprnews,cdcgov
global,warming

Top Word Pairs in Tweet in G7:
scoopit,climatechange
climate,change
heat,bridge
bridge,climate
climate,consensus

Top Word Pairs in Tweet in G8:
climatechange,framed
framed,health
health,issue
issue,people
people,connect
connect,better
rt,worldgbc
worldgbc,climatechange
sea,otters
otters,help

Top Word Pairs in Tweet in G9:
scary,vegetarian
vegetarian,future
future,independent
independent,climatechange
climatechange,animalethics
animalethics,publichealth
rt,richardtwine
richardtwine,scary
climatechange,mvo

Top Word Pairs in Tweet in G10:
2013,max
max,planck
planck,research
research,award
award,announced
announced,dl
dl,nominations
nominations,1
1,31
31,2013

Top Tweeters in Entire Graph:
pierrepetrelli
culture_jammer
SustEarth
ZERUDAH
ruisaldanha
p_staatz
gnudarwin
RJSt3rl1ng
Theophany1
ClaudiaCostin

Top Tweeters in G1:
ClaudiaCostin
Pornsuri
EarthAdapt
baveshmoorthy
dcarli
schwild
Fringer
nandaUganda
CSRwire
tmsruge

Top Tweeters in G2:
SustEarth
ZERUDAH
ruisaldanha
Earth_NewsRT
femmekatz
mixdevil66
pdjmoo
IsCool
2pogi4u
Montana410

Top Tweeters in G3:
pierrepetrelli
p_staatz
gnudarwin
RJSt3rl1ng
Theophany1
RCdeWinter
martinhume
Perceiver1219
CalFireNews
ohiomail

Top Tweeters in G4:
BoraZ
SusanFelicity
Can_ada
TheBGates
softgrasswalker
Cornishview
Crof
ToryAardvark
JustplainCarrie
DerekTheWeather

Top Tweeters in G5:
iowahawkeyedave
TeaPartyUSA1
studio_gal
darkoneko
GulshirD
quantum2050
MrFist
MoveMakinMiguel
RealityZealot
NewsfeedMaster

Top Tweeters in G6:
culture_jammer
rgyatso
bonniebright5
AmericanWoe1
buddahbear01
DanGilliland
GrnChristine
JanaCranmer
Conserve_CA

Top Tweeters in G7:
StoryRoute
SCCbot
craigstellmachr
anand_sivaram
Zwicky3
ecosuscom
fundsblogger
edefstoryteller

Top Tweeters in G8:
xxxriainxxx
ormiga
Nadya_HutaGalng
rashedalnasaa
AlbertaCaGBC
USGBCNYUpstate
adambeck_gbca
WorldGBC

Top Tweeters in G9:
guidobik
Rubeculaatje
sarahksmith17
Meijboom75
WalterFaaij
Grensverleggrs
richardtwine
saskiagriep

Top Tweeters in G10:
matthiasrascher
maxplanckpress
gcri_ny
MeeuRotaru
amaliaway