20120816 Sustainable Tiwtter NodeXL SNA Map
20120816 Sustainable Tiwtter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 16, 2012
Description:
The graph represents a network of 1250 Twitter users whose recent tweets contained "sustainability". The network was obtained on Thursday, 16 August 2012 at 01:31 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 period from Wednesday, 15 August 2012 at 17:39 UTC to Thursday, 16 August 2012 at 01:20 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: 1250
Unique Edges: 8845
Edges With Duplicates: 549
Total Edges: 9394
Self-Loops: 1344
Reciprocated Vertex Pair Ratio: 0.458187833118912
Reciprocated Edge Ratio: 0.628434585328964
Connected Components: 273
Single-Vertex Connected Components: 251
Maximum Vertices in a Connected Component: 929
Maximum Edges in a Connected Component: 8961
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.185032
Graph Density: 0.00508182546036829
Modularity: 0.325954
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
ASUgreen
MotherJones
Sierra_Magazine
GuardianSustBiz
CSRwire
SustainBrands
GreenAwards
SustEarth
TaigaCompany
caelusconsult

Top Replied-To in Entire Graph:
caterpillarinc
socalforum
legrove
leonkaye
rideboulderco
hersheys
bfg_roger
dbrsat
atomicpr
dealerelite

Top Replied-To in G1:
socalforum
hersheys
bfg_roger
socal
gatorgem
240front
klimapolitik
bofa_community

Top Replied-To in G2:
triciacawley
kfc_colonel
gwenmoran
juliafeltham
legrove
fidelis_
yawkobe
repstar_and_qpr
intoteacups
hpenergyco

Top Replied-To in G3:
caterpillarinc
atomicpr
antiangie
erathwinery
nwrugs
patagoniabouldr
greengirls
georgemonbiot
h2otrends
bwriverkeeper

Top Replied-To in G4:
rideboulderco
leonkaye
dbrsat
2degreesnetwork
werrestaurants
iioannoulbs
3degrees
tobyblume
pennenergy
thundertype

Top Replied-To in G6:
dealerelite

Top Replied-To in G7:
felipecalderon

Top Mentioned in Entire Graph:
mcdonalds
motherjones
huffpostpol
guardiansustbiz
generalelectric
csrwire
ecomagination
klout
barackobama
asugreen

Top Mentioned in G1:
generalelectric
ecomagination
barackobama
asugreen
green_home_tips
ahtohg
klout
caelusgreenroom
tgilbrea69
socalforum

Top Mentioned in G2:
mcdonalds
scoopit
coursera
guardian
vanobserver
tshwane2055
mygreenpalette
greenspec
spencerspellman
causes

Top Mentioned in G3:
motherjones
huffpostpol
ecowatch
centerforbiodiv
nationalforests
ucdavis
epawater
guardian
sierra_magazine
discoveryed

Top Mentioned in G4:
csrwire
guardiansustbiz
sharethis
socapmarkets
adincmiller
tgilbrea69
ethical_corp
guardian
sustainbrands
klout

Top Mentioned in G5:
sustainablesfu
thewalms
sfusustain
sfu_volunteer
bnsustain
rosie
transformgov
thenaturalstep
thegenteel
nike

Top Mentioned in G6:
gm
cdnmarketing
stephanie_myers
slearningcentre
timhortons
ftaschereau
sweepdimensions
pmmiorg
dcarli
myersauto

Top Mentioned in G7:
pedestre
ahtohg

Top Mentioned in G8:
virginatlantic
mysocialpolicy
jberdou
thegreenenvy
virgin
dotgreentld
generalelectric
ecomagination
rupertmurdoch

Top Mentioned in G9:
johnwelbourn
cffootball

Top Mentioned in G10:
saranacbrewery
crispcertified

Top URLs in Tweet in Entire Graph:
http://aboutmcdonalds.com/mcd/sustainability/signature_programs/farm_to_front_counter.html
http://www.motherjones.com/environment/2012/03/walmart-china-sustainability-shadow-factories-greenwash
http://www.huffingtonpost.com/2012/08/15/walmart-bribery-investigation-congress_n_1778687.html?ncid=edlinkusaolp00000003&ir=Politics
http://www.caelusgreenroom.com/2012/08/14/uge-and-ge-announce-worlds-first-integrated-wind-powered-electric-vehicle-charging-station/
http://www.forbes.com/sites/csr/2012/08/13/if-sustainability-costs-you-more-youre-doing-it-wrong/
http://journalistsresource.org/studies/environment/sustainability/fundamental-law-road-congestion-evidence-u-s-cities/
http://www.caelusgreenroom.com/2012/08/10/healthcare-leaders-meet-at-white-house-to-focus-on-sustainability/
http://sustainability.asu.edu/about/resources/sustainabilityplan/
http://www.caelusgreenroom.com/2012/08/07/electric-bicycle-market-in-us-will-more-than-triple-by-2018/
http://www.csrwire.com/blog/posts/501-defining-a-conscious-economy-a-glossary-of-sustainability-acronyms-and-terms

Top URLs in Tweet in G1:
http://www.caelusgreenroom.com/2012/08/14/uge-and-ge-announce-worlds-first-integrated-wind-powered-electric-vehicle-charging-station/
http://www.caelusgreenroom.com/2012/08/07/electric-bicycle-market-in-us-will-more-than-triple-by-2018/
http://www.caelusgreenroom.com/2012/08/10/healthcare-leaders-meet-at-white-house-to-focus-on-sustainability/
http://sustainability.asu.edu/about/resources/sustainabilityplan/
http://www.caelusgreenroom.com/2012/08/07/london-olympic-park-environmental-cleanup-uses-innovative-technologies/
http://www.forbes.com/sites/csr/2012/08/13/if-sustainability-costs-you-more-youre-doing-it-wrong/
http://www.caelusgreenroom.com/2012/08/14/worlds-coldest-beer-made-possible-through-the-use-of-vegetables/
http://blog.planetupads.com/global-sustainability-news/greenland-ice-melt-scientists-say-theyve-never-seen-anything-like-this-before/?utm_source=twitterfeed&utm_medium=twitter
http://thegreenregister.com/incorporating-sustainability-a-public-art-trail-in-alabama/
http://www.google.com/url?sa=X&q=http://www.uticaod.com/latestnews/x1767879105/Organizations-create-new-project-aimed-at-local-beautification&ct=ga&cad=CAcQARgAIAAoATAAOABA6OmvgQVIAlAAWABiBWVuLVVT&cd=gFLdTRh5zpQ&usg=AFQjCNFu9-m6tEqhliW399QlQaN5wB5cdw&utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G2:
http://aboutmcdonalds.com/mcd/sustainability/signature_programs/farm_to_front_counter.html
http://indiesf.com/etown
http://feeds.sciencedaily.com/~r/sciencedaily/~3/DXVi1qTg6bc/120815131703.htm
Investing
https://www.coursera.org/course/sustain
http://us2.campaign-archive1.com/?u=eda0e7dd720c3915813bc60f4&id=e16c373024
http://feeds.sciencedaily.com/~r/sciencedaily/most_popular/~3/DXVi1qTg6bc/120815131703.htm?utm_medium=twitter
http://www.azchamber.com/events/view_event.cfm?ID=150
http://www.2degreesnetwork.com/groups/water-risk-strategy/resources/water-sustainability-becoming-fashionable/?utm_campaign=massmail&utm_medium=email&utm_source=massmail#.UCvf61ZNpPg.twitter
http://www.scientologynews.org/press-releases/meet-a-scientologist_peter-hayward.html

Top URLs in Tweet in G3:
http://www.motherjones.com/environment/2012/03/walmart-china-sustainability-shadow-factories-greenwash
http://www.huffingtonpost.com/2012/08/15/walmart-bribery-investigation-congress_n_1778687.html?ncid=edlinkusaolp00000003&ir=Politics
http://ecowatch.org/2012/lawsuit-attacks-science/
https://www1.gotomeeting.com/register/797362152
http://cannondesignblog.com/?p=12110
http://klout.com/home
http://www.wecanchange.com/
http://www.davisenterprise.com/local-news/ucd/americas-coolest-school-magazine-puts-ucd-at-head-of-class-for-sustainability/
http://sustainability.cfaes.ohio-state.edu/on-campus/and-so-it-begins/
http://www.concreteconstruction.net/sustainability/competing-for-the-green.aspx

Top URLs in Tweet in G4:
http://www.csrwire.com/blog/posts/501-defining-a-conscious-economy-a-glossary-of-sustainability-acronyms-and-terms
http://www.forbes.com/sites/csr/2012/08/13/if-sustainability-costs-you-more-youre-doing-it-wrong/
http://www.businessweek.com/articles/2012-08-14/can-we-really-trust-today-s-businesses
http://ow.ly/cZshd
http://www.rila.org/events/conferences/retailsustainability/Pages/default.aspx
http://www.guardian.co.uk/sustainable-business/gap-between-corporate-bahaviour-sustainability?intcmp=122
http://www.businessearth.com/gri-sustainability-small-business-advantage/
https://www.bsr.org/en/about/press-release/bsr-expands-global-operations-in-sustainable-business-with-new-brazil-offic
http://www.caelusgreenroom.com/2012/08/14/uge-and-ge-announce-worlds-first-integrated-wind-powered-electric-vehicle-charging-station/
http://www.caelusgreenroom.com/2012/08/10/healthcare-leaders-meet-at-white-house-to-focus-on-sustainability/

Top URLs in Tweet in G5:
http://www.thenaturalstep.org/en/canada/impact-sustainability-champions-training-program-emerging-leaders-vancouver-bc
http://www.thegenteel.com/articles/business/the-higg-index-assessing-sustainability
http://www.vancouverobserver.com/sustainability/hydraulic-fracturing-induces-earthquakes-study-finds-signaling-dangers-northern-bc
http://www.sfu.ca/sustainability/news-events/news-archive/students/year/2012/photoshoot.html
http://paper.li/PattieBaker
http://transformgov.org/en/blogs/blogpost/713/Community_Engagement__Sustainability_Planning
http://www.sustainablecitiescanada.ca/2012/08/win-win-win-ecosystem-based-approaches-to-sustainability/
http://blog.sustainabilitylearningcentre.com/2012/08/15/zero-net-impact-growth-radical-oxymoron-or-critical-survival-strategy-for-business/
http://www.caelusgreenroom.com/2012/08/14/worlds-coldest-beer-made-possible-through-the-use-of-vegetables/
http://www.pdx.edu/sustainable-business/call-for-papers

Top URLs in Tweet in G6:
http://generalmotors.posterous.com/farming-and-urban-garden-opportunities-crop-u
http://www.the-cma.org/education-events/sustainability-webinar
http://www.dairyfoods.com/articles/88727-the-incredible-flexible-package--a-q---a
http://www.packworld.com/sustainability/recycled-content/new-%E2%80%98greener%E2%80%99-starbucks-cup-sleeve-uses-adhesives-innovation?awid=9091524351736359843-2267
http://www.packworld.com/sustainability/green-marketing-amp-claims/study-eco-packaging-can-influence-purchase-decisions
http://community.pmmi.org/Go.aspx?c=BlogViewer&BlogKey=faa4991d-99bb-4c24-a1f4-91ff23090eb7&utm_source=twitterfeed&utm_medium=twitter
http://www.hoards.com/blog_sustainability
http://basfsustainableconstructionexpo.com/events.php
http://www.youtube.com/watch?v=FxMHl5Gr2Yg&feature=relmfu
http://www.environmentalleader.com/2012/08/14/challenges-to-being-sustainable-and-how-to-overcome-them/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+EnvironmentalLeader+%28Environmental+Leader%29&utm_content=Google+Reader

Top URLs in Tweet in G7:
http://journalistsresource.org/studies/environment/sustainability/fundamental-law-road-congestion-evidence-u-s-cities/
http://www.caelusgreenroom.com/2012/08/07/london-olympic-park-environmental-cleanup-uses-innovative-technologies/

Top URLs in Tweet in G8:
http://www.virgin.com/people-and-planet/blog/making-meal-times-more-sustainable-with-virgin-atlantic
http://sustainability.publicradio.org/consumed/tips.html
http://www.caelusgreenroom.com/2012/08/14/uge-and-ge-announce-worlds-first-integrated-wind-powered-electric-vehicle-charging-station/

Top URLs in Tweet in G9:
http://talktomejohnnie.com/evolve-foods/sustainability
http://talktomejohnnie.com/evolve-foods/sustainability?fb_action_ids=4378697820692&fb_action_types=og.likes&fb_source=timeline_og&action_object_map=%7B%224378697820692%22%3A10151099302908184%7D&action_type_map=%7B%224378697820692%22%3A%22og.likes%22%7D&action_ref_map=%5B%5D

Top URLs in Tweet in G10:
http://wrvo.org/post/how-maker-saranac-beer-turning-wastewater-energy
http://www.fastcoexist.com/1680120/how-radical-sustainability-can-save-your-business

Top Hashtags in Tweet in Entire Graph:
sustainability
csr
green
sustainable
energy
eco
beer
healthcare
socent
socialmedia

Top Hashtags in Tweet in G1:
sustainability
green
csr
healthcare
sustainable
eco
olympic
environmental
beer
london

Top Hashtags in Tweet in G2:
sustainability
og
nike
walmartactionnetwork
green
technology
jobs
energy
fb
csr

Top Hashtags in Tweet in G3:
sustainability
green
csr
conservation
fashion
beautiful
sustainable
climatechange
energy
ocean

Top Hashtags in Tweet in G4:
sustainability
csr
green
socent
socialmedia
economy
culture
rilarsc
corpgov
gri

Top Hashtags in Tweet in G5:
sustainability
impactchampions
food
csr
green
sfu
volunteers
vancouver
engagement
bc

Top Hashtags in Tweet in G6:
sustainability
packaging
dairy
concept
sustainable
agchat
basf
food
green
uwoshkosh

Top Hashtags in Tweet in G7:
london
olympic
environmental
green
csr
sustainability
infrastructure

Top Hashtags in Tweet in G8:
sustainability
austerity
green
mgsm
csr

Top Hashtags in Tweet in G9:
ttmj
polyfacefarms
sustainablefood

Top Hashtags in Tweet in G10:
beer
sustainability
green
practicalmktr
sandbox12

Top Words in Tweet in Entire Graph:
sustainability
rt
green
csr
amp
via
new
s
sustainable
more

Top Words in Tweet in G1:
sustainability
green
rt
csr
s
new
amp
more
sustainable
energy

Top Words in Tweet in G2:
sustainability
rt
beef
100
day
try
mcdonalds
patties
contain
preservatives

Top Words in Tweet in G3:
sustainability
rt
amp
walmart's
chinese
motherjones
walmart
bogus
factory
audits

Top Words in Tweet in G4:
sustainability
rt
csr
amp
via
green
new
business
csrwire
sustainable

Top Words in Tweet in G5:
sustainability
rt
amp
today
via
green
win
2
vancouver
out

Top Words in Tweet in G6:
sustainability
rt
gm
packaging
learn
food
growing
collaborating
urban
farmers

Top Words in Tweet in G7:
más
fundamental
rt
pedestre
ley
de
la
congestión
urbana
vías

Top Words in Tweet in G8:
sustainability
rt
s
economic
growth
definition
individually
interpreted
think
strength

Top Words in Tweet in G9:
sustainability
talk
johnnie
company
leader
raven
ttmj
polyfacefarms
sustainablefood
rt

Top Words in Tweet in G10:
sustainability
heard
saranacbrewery's
anaerobic
digester
project
beer
green
crispcertified
rt

Top Word Pairs in Tweet in Entire Graph:
sustainability, csr
sustainability, green
beef, day
amp, sustainability
global, assessment
ocean, health
assessment, combining
combining, natural
first, global
natural, human

Top Word Pairs in Tweet in G1:
green, sustainability
sustainability, csr
green, csr
ge, announces
wind, powered
powered, vehicle
vehicle, charging
charging, station
station, green
csr, generalelectric

Top Word Pairs in Tweet in G2:
beef, day
mcdonalds, 100
100, beef
beef, patties
patties, contain
contain, preservatives
rt, mcdonalds
preservatives, try
try, mcdouble
mcdouble, favorites

Top Word Pairs in Tweet in G3:
walmart's, bogus
bogus, chinese
chinese, factory
factory, audits
audits, rt
rt, huffpostpol
huffpostpol, walmart
motherjones, walmart's
walmart, cooperating
cooperating, congress

Top Word Pairs in Tweet in G4:
csr, sustainability
amp, sustainability
green, sustainability
terms, via
sustainability, report
sustainability, costs
costs, more
more, doing
doing, wrong
sustainability, 2012

Top Word Pairs in Tweet in G5:
amp, sustainability
out, top
top, stories
stories, today
today, via
win, win
gain, training
training, network
network, tools
amp, 2

Top Word Pairs in Tweet in G6:
learn, gm
gm, collaborating
collaborating, urban
urban, farmers
farmers, improve
improve, food
food, growing
growing, programs
programs, sustainability
rt, gm

Top Word Pairs in Tweet in G7:
ley, fundamental
fundamental, de
de, la
la, congestión
congestión, urbana
urbana, más
más, vías
vías, causan
causan, más
más, tráfico

Top Word Pairs in Tweet in G8:
economic, growth
sustainability, definition
definition, s
s, individually
individually, interpreted
interpreted, think
think, sustainability
strength, measured
measured, muscle
muscle, power

Top Word Pairs in Tweet in G9:
talk, johnnie
company, leader
leader, raven
raven, talk
johnnie, sustainability
sustainability, ttmj
ttmj, polyfacefarms
polyfacefarms, sustainablefood
rt, johnwelbourn
johnwelbourn, company

Top Word Pairs in Tweet in G10:
heard, saranacbrewery's
saranacbrewery's, anaerobic
anaerobic, digester
digester, project
project, beer
beer, sustainability
sustainability, green
crispcertified, heard
rt, crispcertified
embrace, radical

Top Tweeters in Entire Graph:
FN_Press
culture_jammer
SustEarth
myquestions1
yayayarndiva
Life_Sciences_
DoctorKnowhow1
ShellyKramer
nirogilife
eBC_Jobs_NE

Top Tweeters in G1:
FN_Press
SustEarth
DoctorKnowhow1
ShellyKramer
nirogilife
johnleesandiego
mmangen
twilli2861
FizzyDuck
Ecofeeds

Top Tweeters in G2:
myquestions1
eBC_Jobs_NE
strategicgal
popaysmarco
bluesqbetprem
jazzycake_
JustLite_DaWeed
standinthegap
IL_science
2Mothman

Top Tweeters in G3:
yayayarndiva
Life_Sciences_
khaledhishma
DianeN56
EurekaMag
thegreengod
swellyn
Energy4Earth
USelaine
AntonChupilko

Top Tweeters in G4:
culture_jammer
dcarli
greeneconpost
agussari
schwild
AlexGodoyF_
CSRwire
3BLMedia
ReachScale
ryantaylor

Top Tweeters in G5:
hilaryflint
VanObserver
karranfinlay
jritch
FreshCategory
wabibitotweets
lindzmarsh
geo_will
FiestaGardens
check_your_head

Top Tweeters in G6:
mommacuisine
StBarg
poly_news
BrandSquare
GM
wluk11
HoardsDairyman
customcarsusa
KomoriAmerica
Cdnmarketing

Top Tweeters in G7:
ferif_
dpr_barcelona
demoente
jesusog
TUL_01
nyck_77
pedestre
juancho_mg
eduardomeza
krn_postresito

Top Tweeters in G8:
MichaelTiyce
DDRey
Virgin
COOLRETRO72
mysocialpolicy
commPRObiz
BarbieDoesDC
heatherread
BurrawongGaian
HelpAusterity

Top Tweeters in G9:
johnwelbourn
2POOD
Iootash
ThaSharkness
CFFootball
crossfitftmyers
Brianpcf
Tripoli40
coachjb1974
TheRealJakeW

Top Tweeters in G10:
KellyLux
CBWhittemore
NathanMattise
QueSera_Sarah
TurnerFisheries
SaranacBrewery
Steve_Szeliga
SimplifyMktng
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