20120728 Graphene Twitter NodeXL SNA
20120728 Graphene Twitter NodeXL SNA
From:
marc_smith
Uploaded on:
July 28, 2012
Description:
The graph represents a network of Twitter users whose recent tweets contained "Graphene". The network was obtained on Saturday, 28 July 2012 at 22:20 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 9-day period from Friday, 20 July 2012 at 20:21 UTC to Saturday, 28 July 2012 at 21:52 UTC.

The graph is directed.

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: 555
Unique Edges: 1525
Edges With Duplicates: 344
Total Edges: 1869
Self-Loops: 658
Reciprocated Vertex Pair Ratio: 0.316151202749141
Reciprocated Edge Ratio: 0.480417754569191
Connected Components: 172
Single-Vertex Connected Components: 158
Maximum Vertices in a Connected Component: 363
Maximum Edges in a Connected Component: 1633
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 4.311951
Graph Density: 0.00373694994633623
Modularity: 0.436051
NodeXL Version: 1.0.1.219

Top 10 Vertices, Ranked by Betweenness Centrality:
NSF
GrapheneStocks
ninp0
ruby_news
futurasciences
GreenNewsDaily
braidn
Adngold
marketingwizdom
stigquotes

Top Replied-To in Entire Graph:
widerangemarket
silverguru22
ft
streamcomputing
jendtweeting
orrinhatch
graphenestocks
bc
zz
hl

Top Replied-To in G1:
orrinhatch
rjmcclelland
rickygervais
spaceflightnow
jaguirre1231
ghost89er
jerrymoran
upwithchris
djmurrayb
daniellefong

Top Replied-To in G2:
bc
arcitecta
hl
zz
materialsworld

Top Replied-To in G3:
silverguru22
ft
graphenestocks

Top Replied-To in G4:
nizariz
fadelabdellaoui

Top Replied-To in G5:
widerangemarket
joshmcalister
manuel_viera

Top Replied-To in G6:
j3
jordanhollinger
thechangelog

Top Replied-To in G7:
streamcomputing
jendtweeting
maxime_hugues
ivelostmysock

Top Replied-To in G9:
farnellnews

Top Mentioned in Entire Graph:
stigquotes
scitecdaresbury
ruby_news
nsf
extremetech
youtube
ieeespectrum
graphenelabs
ieeeorg
scoopit

Top Mentioned in G1:
youtube
extremetech
scoopit
physorg_com
nextbigfuture
zestybagatelles
cselley
ststev
physorg_physics
veritasium

Top Mentioned in G2:
graphenelabs
nanowerk
patexia
cientificaltd
phdmof
focusgraphite
grafoid
graphenegod
graphiteblog
nanomagazine

Top Mentioned in G3:
graphenestocks
extremetech
sharethis
sciam
thejordanwalker
graphiteblog
graphenegod
youtube
ftcommodities
geekosystem

Top Mentioned in G4:
gizmodofr
scoopit
futurasciences
adngold
redaallali
fadelabdellaoui
1001portails
fibreopticweb
knolinfos
92thierry88

Top Mentioned in G5:
cris_brun
henryjsantana
desertec
harimarellano
manuel_viera
marketingwizdom
ieeeorg
ieeespectrum
fibreopticweb
apaulgill

Top Mentioned in G6:
ruby_news
rubyfive
j3
rubygems

Top Mentioned in G7:
scitecdaresbury
uofe_research
janefagray
voiceofmosi
extremetech
stfc_matters
stfc_b2b
iain_gray

Top Mentioned in G8:
nsf
zeitnews
desertec
zite
kqedscience
nanogune
english_br
iain_gray
uofe_research
uniofexeter

Top Mentioned in G9:
ieeespectrum
ieeeorg
graphenelabs
element14
farnellnews

Top Mentioned in G10:
stigquotes

Top URLs in Tweet in Entire Graph:
http://jordanhollinger.com/2012/07/23/introducing-graphene
http://scienceindex.com
http://www.azom.com/news.aspx?newsID=33610
http://www.nsf.gov/news/news_summ.jsp?cntn_id=124980&WT.mc_id=USNSF_195&WT.mc_ev=click
http://www.gizmodo.fr/2012/07/22/graphene-repare-seul.html
http://spectrum.ieee.org/nanoclast/semiconductors/nanotechnology/new-method-developed-for-making-a-transistor-from-graphene
http://web.mit.edu/newsoffice/2012/graphene-water-desalination-0702.html
http://fr.appy-geek.com/M/2/3666287
http://www.gizmodo.fr/2012/07/22/graphene-repare-seul.html?utm_source=twitterfeed&utm_medium=twitter
http://www.futura-sciences.com/fr/news/t/technologie-1/d/du-graphene-transforme-en-un-veritable-semi-conducteur_40186/#xtor=RSS-8?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G1:
http://www.bbc.co.uk/news/science-environment-18868848
http://www.gizmodo.fr/2012/07/22/graphene-repare-seul.html
http://jordanhollinger.com/2012/07/23/introducing-graphene
http://www.wired.com/wiredenterprise/2012/07/weird-computer-materials/
http://www.tomshardware.com/news/science-research-graphene-telecommunications-low-power,16305.html#xtor=RSS-181
http://www.tomshardware.com/news/science-research-graphene-telecommunications-low-power,16305.html#xtor=RSS-181?utm_source=twitterfeed&utm_medium=twitter
http://phys.org/news/2012-07-artificial-photosynthesis-efficiency-boost-graphene.html
http://fr.appy-geek.com/M/2/3666287
http://phys.org/news/2012-07-graphene-transistor.html
http://feedproxy.google.com/~r/IeeeSpectrum/~3/5JtWolZ0wos/new-method-developed-for-making-a-transistor-from-graphene

Top URLs in Tweet in G2:
http://pubs.acs.org/doi/full/10.1021/nn302799p
http://paper.li/GrapheneGuru/1322687409
http://www.zdnet.com/graphene-gives-renewable-fuel-research-a-boost-7000001123/
http://www.nanomagazine.co.uk/index.php?option=com_content&view=article&id=1767:graphene-re-knits-its-holes&catid=38:nano-news&Itemid=159&utm_source=twitterfeed&utm_medium=twitter
http://scienceindex.com
http://scienceindex.com/stories/2387269/Transformation_of_Roundshaped_Graphene_Disks_into_Hexagonal_Domains_in_CVD.html?utm_source=dlvr.it&utm_medium=twitter
http://ceramics.org/ceramictechtoday/2012/05/27/video-could-graphene-based-coating-wipe-out-rust-and-rejuvenate-rust-belt/
http://www.azonano.com/news.aspx?newsID=25285
http://www.nanowerk.com/spotlight/spotid=26100.php
http://feedproxy.google.com/~r/NanotechwebNews/~3/yCVLT-yzQZk/50344

Top URLs in Tweet in G3:
http://scienceindex.com
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNFK1UwHEhzS-_sfPmsYqsem-L7V5A&url=http://www.overclockersclub.com/news/32151/&utm_source=twitterfeed&utm_medium=twitter
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNHLldMqiIKReDKybFFgAJcuakzLuA&url=http://nanotechweb.org/cws/article/lab/50344&utm_source=twitterfeed&utm_medium=twitter
http://www.reddit.com/r/science/comments/xajlk/silicene_on_crystalline_silver_a_silicon_analogue/?utm_source=twitterfeed&utm_medium=twitter
http://phys.org/news261998492.html
http://www.nanowerk.com/spotlight/spotid=26100.php?utm_source=twitterfeed&utm_medium=twitter
http://www.quirkyscience.com/graphene-isolation-characterization-application-and-production/
http://www.extremetech.com/extreme/24854-23760-revision
http://dlvr.it/1w45GT
http://www.azom.com

Top URLs in Tweet in G4:
http://www.gizmodo.fr/2012/07/22/graphene-repare-seul.html?utm_source=twitterfeed&utm_medium=twitter
http://www.futura-sciences.com/fr/news/t/technologie-1/d/du-graphene-transforme-en-un-veritable-semi-conducteur_40186/#xtor=RSS-8?utm_source=twitterfeed&utm_medium=twitter
http://www.gizmodo.fr/2012/07/22/graphene-repare-seul.html
http://www.futura-sciences.com/fr/news/t/technologie-1/d/du-graphene-transforme-en-un-veritable-semi-conducteur_40186/#xtor=RSS-8
http://fr.appy-geek.com/M/2/3666287
http://www.futura-sciences.com/fr/news/t/technologie-1/d/du-graphene-transforme-en-un-veritable-semi-conducteur_40186/#xtor=AL-26-1[ACTU]-40186[du_graphene_transforme_en_un_veritable_semi-conducteur]
http://rss.feedsportal.com/c/648/f/8317/s/2197f778/l/0L0Sgizmodo0Bfr0C20A120C0A70C220Cgraphene0Erepare0Eseul0Bhtml/story01.htm
http://www.futura-sciences.com/fr/news/t/technologie-1/d/du-graphene-transforme-en-un-veritable-semi-conducteur_40186/#xtor=RSS-8?utm_medium=twitter&utm_source=twitterfeed
http://www.1001portails.com/gizmodo_fr_feed-t-17131-11620303-le_graph%C3%A8ne_se_r%C3%A9pare_tout_seul.html
http://rss.feedsportal.com/c/648/f/8317/s/2197f778/l/0L0Sgizmodo0Bfr0C20A120C0A70C220Cgraphene0Erepare0Eseul0Bhtml/story01.htm?utm_source=laVeilleTechno&utm_medium=twitter

Top URLs in Tweet in G5:
http://web.mit.edu/newsoffice/2012/graphene-water-desalination-0702.html
http://www.grapheneenergy.net/
http://blogs.discovermagazine.com/80beats/2012/07/11/graphene-heal-thyself-carbon-molecule-can-rebuild-holes/?utm_medium=feed&utm_campaign=Feed:+80beats+(80beats)&utm_source=buffer&buffer_share=dc7f4
http://www.fibreopticbroadband.co.uk/news/201109011.php
http://www.greencarcongress.com/2012/07/sit-20120722.html?utm_source=twitterfeed&utm_medium=twitter
http://solarsystemsusablog.net/2012/05/26/uk-research-promises-more-efficient-solar-panels-with-new-graphene-based-material/
http://www.nanotech-now.com/news.cgi?story_id=45617&utm_source=twitterfeed&utm_medium=twitter
http://www.greencarcongress.com/2012/07/sit-20120722.html?utm_term=GreenCar&utm_source=twitterfeed&utm_medium=twitter
http://feeds.feedburner.com/~r/AnimalsOfTheStockMarket/~3/-1SRT3YHcC0/?utm_source=feedburner&utm_medium=twitter&utm_campaign=TweetLithiumNow
http://feeds.feedburner.com/~r/AnimalsOfTheStockMarket/~3/_Jl0EJLvZZk/?utm_source=feedburner&utm_medium=twitter&utm_campaign=TweetLithiumNow

Top URLs in Tweet in G6:
http://jordanhollinger.com/2012/07/23/introducing-graphene
http://ruby5.envylabs.com/episodes/295-episode-291-june-22nd-2012?utm_campaign=ruby5&utm_medium=twitter&utm_source=twitter
http://rubygems.org/gems/graphene
https://github.com/jondot/graphene
http://www.nist.gov/pml/div684/drums-062712.cfm
https://github.com/jhollinger/graphene
http://jordanhollinger.com/2012/07/23/introducing-graphene?utm_source=rubyweekly&utm_medium=email&utm_source=twitterfeed&utm_medium=twitter
http://jordanhollinger.com/2012/07/23/introducing-graphene?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G7:
http://www.azom.com/news.aspx?newsID=33610
http://www.cafescientifique.manchester.ac.uk/calendar/
http://www.bbc.co.uk/news/uk-england-18302843
http://www.extremetech.com/computing/132988-the-missing-switch-high-performance-monolithic-graphene-transistors-created
http://www.somerco.com/file/8887
http://feeds.technologyreview.com/click.phdo?i=a772728647bf7a4880349dc27c007fd2
http://www.walkingrandomly.com/?p=4391
http://hitft.hithot.cc/en_UK/Andre+Geim/
http://www.manchester.ac.uk/aboutus/news/display/?id=8544
http://www.youtube.com/watch?v=vNOpzDViAhE&feature=youtu.be

Top URLs in Tweet in G8:
http://www.nsf.gov/news/news_summ.jsp?cntn_id=124980&WT.mc_id=USNSF_195&WT.mc_ev=click
http://scienceindex.com
http://www.zeitnews.org/natural-sciences/nanotechnology/artificial-photosynthesis-system-gets-efficiency-boost-graphene
http://www.zeitnews.org/natural-sciences/nanotechnology/superstem-research-reveals-graphene-re-knits-its-holes
http://web.mit.edu/newsoffice/2012/graphene-water-desalination-0702.html
http://physicsworld.com/cws/article/news/2012/jun/20/silicene-pops-out-of-the-plane
http://nanotechweb.org/cws/article/lab/50344
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNF2uI2nu68YJycnYCnjcKShANQTVQ&url=http://www.nanowerk.com/spotlight/spotid%3D26100.php&utm_source=dlvr.it&utm_medium=twitter
http://scienceindex.com/stories/2399054/Graphene_Multilayer_Supported_Gold_Nanoparticles_for_Efficient_Electrocatalysts_Toward_Methanol_Oxidation.html?utm_source=dlvr.it&utm_medium=twitter
http://scienceindex.com/stories/2387269/Transformation_of_Roundshaped_Graphene_Disks_into_Hexagonal_Domains_in_CVD.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
http://spectrum.ieee.org/nanoclast/semiconductors/nanotechnology/new-method-developed-for-making-a-transistor-from-graphene
http://www.element14.com/community/community/news/blog/2012/07/13/graphene-can-repair-itself-when-damaged?CMP=SOM-TW-News
http://nanotechweb.org/cws/article/lab/50344
http://feedproxy.google.com/~r/IeeeSpectrum/~3/5JtWolZ0wos/new-method-developed-for-making-a-transistor-from-graphene
http://spectrum.ieee.org/nanoclast/semiconductors/nanotechnology/new-method-developed-for-making-a-transistor-from-graphene#.UAuUhUgKd7k.twitter

Top Hashtags in Tweet in Entire Graph:
graphene
in
nyse
nasdaq
science
nanotech
news
graphite
desalination
desertec

Top Hashtags in Tweet in G1:
graphene
science
future
technology
ruby
news
study
fb
hamr
thefutureisnow

Top Hashtags in Tweet in G2:
graphene
in
nanotech
photography
fotografía
fotografering
fotografie
photographie
ljósmyndun
hitech

Top Hashtags in Tweet in G3:
graphene
nyse
nasdaq
graphite
singapore
nanomaterials
pcb
circuits
news
hardware

Top Hashtags in Tweet in G4:
actu
sciences
graphène
education
research
electronics
science
computing
nanotech
veille

Top Hashtags in Tweet in G5:
retweets
vanadium
retweet
desalination
desertec
graphene
reddit
rulez
science
tech

Top Hashtags in Tweet in G7:
graphene
exeter
afi2012
ukmfg
andre
geim
manchester
hithotuk

Top Hashtags in Tweet in G8:
rbe
tzm
tvp
graphene
desalination
desertec
solidstate
nanotech
laserfocusworld
wavelength

Top Hashtags in Tweet in G9:
science
technews
graphene
cleantech
energy
in
justforfun
nanotechnology
nanofabrication
physics

Top Tweeters in Entire Graph:
radixextreme
REDDITSPAMMOR
kat021zen
jobangebote
J03_PY
LIndaKnit1
sgbreakingnews
gomaam
rubygems
Life_Sciences_

Top Tweeters in G1:
LIndaKnit1
hyphas
FLIndustrialnet
fibergeneration
kucingputih
OrsonWinkler
investmentbabe
power4life
klinster
pbrody06

Top Tweeters in G2:
Hexagonbot
Tachyon_Web
SaintlyAditya
dmsolar
BlackPhysicists
fermin771009
Nanowerk
StephTheBlogger
Electrofilico
NicholasMMurphy

Top Tweeters in G3:
J03_PY
sgbreakingnews
Life_Sciences_
CRKARLA
ScienceIndex_
Kappator
phynews
topscienceblogs
lualnu10
Aguia55

Top Tweeters in G4:
Adngold
Ecdicius
laVeilleTechno
luc_germain
REVUESCIENCES
1001portails
Thierryruiz87
FranckRouanet
lyonsddd
HenriEsteve

Top Tweeters in G5:
radixextreme
REDDITSPAMMOR
kat021zen
jobangebote
gomaam
USGovNews
britlighthouse
GreenNewsDaily
Daily_Donkey
marketingwizdom

Top Tweeters in G6:
rubygems
rubyalert
olivierlacan
hibariya
oceanician
integralist
gerryleonugroho
obfuscurity
ripienaar
j3

Top Tweeters in G7:
SomercoResearch
moneyscience
iain_gray
voiceofmosi
maxime_hugues
paulunger
cmac2020
edocr
JooceMarketing
simonwheale

Top Tweeters in G8:
indivixen
MaterialsSci
mikecampton
iheartchaos
Zmerch_
hadjibeye
surflightroy
atempel
shaftrax
NSF

Top Tweeters in G9:
zattoukoneko
abinash_d
FarnellNews
iPapPiz
kenclive21
Farnell_ES
TeuCreic
IEEEorg
farnellfrance
SebasGarcia

Top Tweeters in G10:
stigquotes
Fern_vteccc
tim_meh87
El_Mariachi_46
Ian_vuvu
Seb_sevenfold
JorgeGuardia95
InsomniacDalek
HeavyMetalDalek
RockMINX01

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