Donate to the Social Media Research Foundation's NodeXL development fund

20120813 mars AND nasa Twitter NodeXL SNA Map
20120813 mars AND nasa Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 13, 2012
Description:
The graph represents a network of 1256 Twitter users whose recent tweets contained "mars AND nasa". The network was obtained on Monday, 13 August 2012 at 16:40 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 3-hour period from Monday, 13 August 2012 at 12:48 UTC to Monday, 13 August 2012 at 16:30 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: 1256
Unique Edges: 2922
Edges With Duplicates: 520
Total Edges: 3442
Self-Loops: 1414
Reciprocated Vertex Pair Ratio: 0.338335607094134
Reciprocated Edge Ratio: 0.505606523955148
Connected Components: 610
Single-Vertex Connected Components: 565
Maximum Vertices in a Connected Component: 573
Maximum Edges in a Connected Component: 2479
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 4.196023
Graph Density: 0.00124470271779126
Modularity: 0.459137
NodeXL Version: 1.0.1.220

Top 10 Vertices, Ranked by Betweenness Centrality:
SPACEdotcom
ANCALERTS
NASAGoddard
NASA_Astronauts
shiiinichi
ninatypewriter
Marleybonez
ChipDowning
NASAWatch
BritishAirways

Top Replied-To in Entire Graph:
nasa
marscuriosity
earcos
mrrooni
wafflehouse
jmynude
barackobama
jaredleto
chemariemonica
mpoiii

Top Replied-To in G1:
nasa
marscuriosity
rafialifudin
fabfourfacts
peter_fries
ders808
realjohngreen
tiagolimapd
le3ky
faktaastronomy

Top Replied-To in G2:
wafflehouse
mandycnbc
jaredleto
kei_kei_twi

Top Replied-To in G3:
earcos
spacedotcom

Top Replied-To in G4:
mrrooni
jmynude
barackobama
whitehouseostp

Top Replied-To in G5:
mpoiii
ancalerts

Top Replied-To in G6:
chemariemonica

Top Replied-To in G7:
ravenme

Top Replied-To in G9:
hollybdc

Top Replied-To in G10:
tjpocock

Top Mentioned in Entire Graph:
marscuriosity
thezachmaginnis
ancalerts
nasa
verge
barackobama
youtube
spacedotcom
nasagoddard
siemensplm

Top Mentioned in G1:
marscuriosity
thezachmaginnis
verge
nasajpl
youtube
siemensplm
nasa
tpm
johnvanderuit
nprnews

Top Mentioned in G2:
nasa
marscuriosity
nasagoddard
catherineq
spaceref
spacedotcom
thezachmaginnis
barackobama
spacevidcast
astrojenny

Top Mentioned in G3:
marscuriosity
nasa
barackobama
spacedotcom
nasagoddard
spaceref
designergirla
newsfromspace
sciwrialicia
aem_mx

Top Mentioned in G4:
aliciacohn
ryanbeckwith
evanmc_s
gottalaff
nasa
marscuriosity
chris_moody
11amet
doctorruth
jbendery

Top Mentioned in G5:
ancalerts
abscbnnews
marscuriosity
alsopatty
abbey_tennis
leefsp
inareformina
jycexvi

Top Mentioned in G6:
redhat
politico
politico44
gpryzby
derekahunter
missingfaktor
jgamblin
catherineq
pkedrosky
teamcymru

Top Mentioned in G7:
moonape
judehere
ravenme
williamcohan
grist
markfelsenthal
danieloerum
designergirla
marscuriosity
mashable

Top Mentioned in G8:
bbcscience
kaijzer
nasa
marscuriosity
cspanwj
dscc
gop
dnc
toshibainnovate
wbir

Top Mentioned in G9:
thebookviking
siemensplm

Top Mentioned in G10:
marscuriosity
nasa
itvnews
suffwan
british_airways
krisfade
britishairways
spacedotcom
barackobama
ancalerts

Top URLs in Tweet in Entire Graph:
http://www.abs-cbnnews.com/lifestyle/08/13/12/pinoy-included-nasas-mars-mission-crew
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html?utm_source=twitterfeed&utm_medium=twitter
http://www.bbc.co.uk/news/science-environment-19244888
http://www.theverge.com/2012/8/12/3237919/nasa-curiosity-rover-mars-photos
http://www.space.com/17070-mars-rover-obama-call.html
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html
http://content.usatoday.com/communities/theoval/post/2012/08/obama-praises-mars-team----including-mohawk-guy/1?csp=34news&utm_source=dlvr.it&utm_medium=twitter
http://mars.jpl.nasa.gov/msl/images/pia16051_figure_1_raw_smaller-br2.jpg
http://www.space.com/

Top URLs in Tweet in G1:
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://www.bbc.co.uk/news/science-environment-19244888
http://www.theverge.com/2012/8/12/3237919/nasa-curiosity-rover-mars-photos
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html?utm_source=twitterfeed&utm_medium=twitter
http://mars.jpl.nasa.gov/msl/images/pia16051_figure_1_raw_smaller-br2.jpg
http://www.space.com/
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html
http://www.plm.automation.siemens.com/en_us/campaigns/mars-curiosity-rover/?stc=wwiia420025
http://www.nasa.gov/multimedia/imagegallery/image_feature_2334.html
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNG2E4M9EG8nIYxmTHrkGddc7XAsKA&url=http://www.cbsnews.com/8301-205_162-57491998/president-obama-to-call-nasa-mars-rover-team-today/

Top URLs in Tweet in G2:
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html?utm_source=twitterfeed&utm_medium=twitter
http://instagram.com/p/ORixhQN_DH/
http://www.bbc.co.uk/news/science-environment-19244888
http://www.spaceref.com/news/viewpr.html?utm_medium=srs.gs-twitter&pid=38143&utm_campaign=&utm_content=api&utm_source=direct-srs.gs
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://www.space.com/17070-mars-rover-obama-call.html
http://www.space.com/17070-mars-rover-obama-call.html?utm_source=twitterfeed&utm_medium=twitter
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html?utm_source=dlvr.it&utm_medium=twitter
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNG2E4M9EG8nIYxmTHrkGddc7XAsKA&url=http://www.cbsnews.com/8301-205_162-57491998/president-obama-to-call-nasa-mars-rover-team-today/&utm_source=twitterfeed&utm_medium=twitter
http://www.space.com/17071-obama-calls-nasa-mars-rover-landing-team.html

Top URLs in Tweet in G3:
http://www.space.com/17070-mars-rover-obama-call.html
http://www.space.com/17070-mars-rover-obama-call.html?utm_source=twitterfeed&utm_medium=twitter
http://instagram.com/p/ORixhQN_DH/
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html
http://www.space.com/
http://mars.jpl.nasa.gov/msl/news/pdfs/MSLLanding.pdf
http://www.bbc.co.uk/news/science-environment-19244888
http://www.gizmag.com/curiosity-rover-software/23673/?utm_source=Gizmag
Subscribers

Top URLs in Tweet in G4:
http://thehill.com/blogs/blog-briefing-room/news/243365-obama-jokes-with-nasa-curiosity-crew-let-me-know-right-away-if-there-are-martians
http://livewire.talkingpointsmemo.com/entries/obama-to-mars-curiosity-team-please-let-me
http://thepoliticalcarnival.net/2012/08/13/audio-president-obama-speaks-nasas-mars-science-laboratory-curiosity-rover-team-11a-est/?utm_source=dlvr.it&utm_medium=twitter
http://twitpic.com/aiywyy
http://www.whitehouse.gov/live
http://www.nasa.gov/multimedia/nasatv/index.html
http://gcn.com/articles/2012/08/10/nasa-jpl-curiosity-mars-rover-in-clouds.aspx
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://feedproxy.google.com/~r/wwwTPC/~3/WkJN5DUHsT8/?utm_source=twitterfeed&utm_medium=twitter&utm_campaign=P2Blogs
http://feeds.foxnews.com/~r/foxnews/scitech/~3/l7B2ykxOmfc/

Top URLs in Tweet in G5:
http://www.abs-cbnnews.com/lifestyle/08/13/12/pinoy-included-nasas-mars-mission-crew
http://ABSCBNNews.com
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNFGRILclHRhFmV9MFAbXUCLJUa9tQ&url=http://www.washingtonpost.com/national/health-science/obama-cheers-mind-boggling-curiosity-mission/2012/08/13/942ac2cc-e55c-11e1-9739-eef99c5fb285_story.html&utm_source=twitterfeed&utm_medium=twitter
http://www.plm.automation.siemens.com/en_us/campaigns/mars-curiosity-rover/?stc=wwiia420025
http://feeds.feedburner.com/~r/NewsOnTweet/~3/7Dc2gsFbsgU/pinoy-included-in-nasas-mars-mission-crew-httpbit-lynkwmiy?utm_source=feedburner&utm_medium=twitter&utm_campaign=newsontweets

Top URLs in Tweet in G6:
http://devopsangle.com/2012/08/11/how-amazon-web-services-helps-nasas-curiosity-rover-share-mars-with-the-world/
http://www.facebook.com/media/set/?set=a.398780760171348.87344.154851294564297&type=1#!/media/set/?set=a.398780760171348.87344.154851294564297&type=1
http://www.geekologie.com/2012/08/mars-rover-curiosity-becoming-hot-wheels.php
http://content.usatoday.com/communities/theoval/post/2012/08/obama-praises-mars-team----including-mohawk-guy/1?csp=34news&utm_source=dlvr.it&utm_medium=twitter
http://www.theverge.com/2012/8/12/3237609/nasa-mars-curiosity-software-update
http://www.latimes.com/business/technology/la-fi-tn-amazon-nasa-mars-20120808,0,3551686.story?utm_source=twitter&utm_medium=social&utm_content=a52e6ce9-b0b7-4e6a-9281-de3b0db43b8e
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNG2E4M9EG8nIYxmTHrkGddc7XAsKA&url=http://www.cbsnews.com/8301-205_162-57491998/president-obama-to-call-nasa-mars-rover-team-today/
http://www.computerworld.com/s/article/9230151/NASA_upgrades_Mars_Curiosity_software_..._from_350M_miles_away
http://www.nasa.gov/home/hqnews/2012/aug/HQ_M12-149_Presidential_Call.html?utm_medium=twitter&utm_source=twitterfeed
http://www.latimes.com/business/technology/la-fi-tn-amazon-nasa-mars-20120808,0,3551686.story

Top URLs in Tweet in G7:
http://www.nasa.gov/mission_pages/msl/multimedia/pia16052-color.html
http://www.dpreview.com/news/2012/08/08/Curiosity-interview-with-Malin-Space-Science-Systems-Mike-Ravine
http://www.theverge.com/2012/8/12/3237919/nasa-curiosity-rover-mars-photos
http://grist.org/list/new-nasa-time-lapse-video-makes-earth-look-almost-as-cool-as-mars/
http://www.google.com/url?sa=X&q=http://www.theverge.com/2012/8/13/3239068/curiosity-twitter-nasa&ct=ga&cad=CAcQARgAIAIoATAAOABAucejgQVIAlgAYgVlbi1VUw&cd=_HPXZO8apw0&usg=AFQjCNEdTqQA__gGcFyj7XrTVA7Pd2MwRA&utm_source=twitterfeed&utm_medium=twitter
https://www.facebook.com/socialpr/posts/10151197145827474
http://www.theverge.com/2012/8/13/3239068/curiosity-twitter-nasa?utm_source=twitterfeed&utm_medium=twitter
http://gigapica.geenstijl.nl/2012/08/curiosity_rover_1.html
http://www.wirenews.co/usa/aerospace/4583/president-obama-to-call-nasa-curiosity-mars-rover-team-today
http://good-b.com/?p=10206

Top URLs in Tweet in G8:
http://www.bbc.co.uk/news/science-environment-19244888#sa-ns_mchannel=rss&ns_source=PublicRSS20-sa
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNHi7VXY4skpcYtTqpkNWeoXydm0rA&url=http://www.space.com/17070-mars-rover-obama-call.html&utm_medium=twitter&utm_source=twitterfeed
http://dld.bz/bHZkH-
http://www.marstoday.com/news/viewsr.rss.html?pid=41621&utm_source=dlvr.it&utm_medium=twitter
http://www.space.com/
http://www.space.com/17071-obama-calls-nasa-mars-rover-landing-team.html?utm_source=twitterfeed&utm_medium=twitter
http://www.space.com/17070-mars-rover-obama-call.html?utm_source=twitterfeed&utm_medium=twitter
http://pinterest.com/pin/240238961343361951/
http://adf.ly/BqYCO
http://www.bbc.co.uk/news/science-environment-19244888

Top URLs in Tweet in G9:
http://www.plm.automation.siemens.com/en_us/campaigns/mars-curiosity-rover/?stc=wwiia420025
http://theverge.com/2012/8/13/3239068/curiosity-twitter-nasa#prclt-j2p62lql
http://www.forbes.com/sites/alexknapp/2012/08/10/the-women-whove-transformed-a-mars-rover-into-a-sassy-social-superstar/
http://www.mactrast.com/2012/08/how-the-macbook-pro-helped-nasa-land-the-curiosity-rover-on-mars-pics/
http://www.theverge.com/2012/8/12/3237914/nasa-curiosity-rover-mars-photographs#3652702
http://www.honeywellnow.com/2012/08/08/honeywell-technology-utilized-in-nasas-mission-to-mars/
http://www.eweek.com/c/a/Government-IT/NASAs-Curiosity-How-Java-Other-Tech-Powered-the-Latest-Mars-Mission-649767/
http://www.migrationexpertzone.com/c/a/Windows-Server-2008-R2-Migration/Migration-to-Mars/
http://www.google.com/url?sa=X&q=http://www.theverge.com/2012/8/13/3239068/curiosity-twitter-nasa&ct=ga&cad=CAcQARgAIAIoATAAOABAucejgQVIAlgAYgVlbi1VUw&cd=_HPXZO8apw0&usg=AFQjCNEdTqQA__gGcFyj7XrTVA7Pd2MwRA&utm_source=twitterfeed&utm_medium=twitter
http://www.dailymail.co.uk/sciencetech/article-2187416/Nasas-Curiosity-Rover-undergoes-brain-transplant-taking-stunning-panorama-pictures-Red-Planet.html

Top URLs in Tweet in G10:
http://www.babusinesslife.com/Tools/Features/space-business-the-commercial-possibilities-on-Mars.html
http://www.itv.com/news/story/2012-08-06/mars-rover-set-for-high-risk-landing/
http://www.nasa.gov/multimedia/nasatv/index.html
http://www.space.com/17070-mars-rover-obama-call.html
http://www.bbc.co.uk/news/science-environment-19244888
http://www.grepscience.com/archives/8339
http://www.abs-cbnnews.com/lifestyle/08/13/12/pinoy-included-nasas-mars-mission-crew
http://mars.jpl.nasa.gov/msl/multimedia/images/?ImageID=4421
http://mashable.com/2012/08/11/stunning-mars-images-from-nasa/

Top Hashtags in Tweet in Entire Graph:
nasa
mars
curiosity
msl
news
space
tech
p2
health
marscuriosity

Top Hashtags in Tweet in G1:
nasa
mars
curiosity
msl
news
space
sorryet
tech
rover
marscuriosity

Top Hashtags in Tweet in G2:
nasa
msl
mars
curiosity
jpl
space
marscuriosity
rover
scifi
edl

Top Hashtags in Tweet in G3:
msl
curiosity
mars
nasa
scitwt
science
edl
marsattack
news
sirenauthor

Top Hashtags in Tweet in G4:
nasa
mars
tpc
gigglingscientists
msl
followback
p2
du1
njp
p2b

Top Hashtags in Tweet in G5:
fb
anc

Top Hashtags in Tweet in G6:
nasa
gluster
p2
curiosity
software
tech
lamepmjoke
marscuriosity
firebrand

Top Hashtags in Tweet in G7:
mars
nasa
curiosity
photography
marsrover
space
climatechange
environment
matériel
mikeravine

Top Hashtags in Tweet in G8:
stem
tech
nasa
astronomy
saturn
autofollow
teamfollowback
atmospheric
science
ff

Top Hashtags in Tweet in G9:
curiosity
nasa
mittromney

Top Hashtags in Tweet in G10:
babusinesslife
nasa
curiosity
gettingplayed
olympics
mars
usa
msl

Top Words in Tweet in Entire Graph:
mars
nasa
rover
curiosity
obama
rt
president
team
nasa's
call

Top Words in Tweet in G1:
mars
nasa
rover
curiosity
obama
rt
president
team
call
nasa's

Top Words in Tweet in G2:
mars
nasa
rover
obama
president
curiosity
team
call
today
rt

Top Words in Tweet in G3:
mars
nasa
rover
president
curiosity
obama
team
call
today
rt

Top Words in Tweet in G4:
mars
nasa
obama
rt
team
curiosity
rover
president
nasa's
right

Top Words in Tweet in G5:
mars
pinoy
mission
included
nasa's
crew
ancalerts
rt
nasa
via

Top Words in Tweet in G6:
mars
nasa
rt
rover
curiosity
obama
call
team
helps
gluster

Top Words in Tweet in G7:
mars
curiosity
nasa
rt
rover
obama
amazing
new
twitter
look

Top Words in Tweet in G8:
mars
nasa
rover
curiosity
first
released
full
colour
mosaic
surface

Top Words in Tweet in G9:
mars
nasa
rt
curiosity
thebookviking
fun
fact
scientists
landed
robot

Top Words in Tweet in G10:
mars
nasa
rover
rt
curiosity
nasa's
landed
month
commercial
possibilities

Top Word Pairs in Tweet in Entire Graph:
mars, rover
president, obama
rover, team
curiosity, mars
obama, call
nasa, mars
team, today
call, nasa
curiosity, rover
nasa's, mars

Top Word Pairs in Tweet in G1:
mars, rover
curiosity, mars
president, obama
nasa, mars
rover, team
obama, call
call, nasa
team, today
nasa, curiosity
rover, curiosity

Top Word Pairs in Tweet in G2:
mars, rover
president, obama
rover, team
obama, call
team, today
curiosity, mars
call, nasa
nasa, mars
nasa, curiosity
curiosity, rover

Top Word Pairs in Tweet in G3:
mars, rover
rover, team
president, obama
team, today
call, nasa
obama, call
curiosity, mars
curiosity, rover
nasa, mars
nasa, curiosity

Top Word Pairs in Tweet in G4:
mars, rover
rover, team
president, obama
rover, curiosity
curiosity, mars
please, know
know, right
right, away
obama, nasa
nasa's, mars

Top Word Pairs in Tweet in G5:
mars, mission
included, nasa's
nasa's, mars
mission, crew
pinoy, included
ancalerts, pinoy
rt, ancalerts
crew, via
via, abscbnnews
pinoy, rt

Top Word Pairs in Tweet in G6:
mars, rover
rt, politico
rover, team
curiosity, rover
obama, call
nasa, s
s, curiosity
mars, curiosity
team, 11
11, m

Top Word Pairs in Tweet in G7:
mars, rover
mars, curiosity
mars, nasa
curiosity, nasa
secret, mars
mars, rover's
rover's, twitter
twitter, success
success, 'keeping
'keeping, real'

Top Word Pairs in Tweet in G8:
mars, rover
curiosity, rover
nasa, released
released, first
first, full
full, colour
colour, mosaic
mosaic, curiosity
rover, surface
surface, mars

Top Word Pairs in Tweet in G9:
rt, thebookviking
thebookviking, fun
fun, fact
fact, nasa
nasa, scientists
scientists, landed
landed, robot
robot, mars
mars, within
within, 12

Top Word Pairs in Tweet in G10:
mars, curiosity
nasa's, mars
mars, rover
rover, curiosity
rover, landed
landed, month
month, commercial
commercial, possibilities
possibilities, red
red, planet

Top Tweeters in Entire Graph:
SurfikiTrends
radixextreme
FN_Press
GottaLaff
pointerlu
Davidvidu
juanmuriango
biscoitimm_news
missb62
UXfeeder

Top Tweeters in G1:
SurfikiTrends
pointerlu
Davidvidu
biscoitimm_news
ditzden
SuryaAlfiansyah
sp4zee
websitenewsman
ThomasEthan8
openinnovation3

Top Tweeters in G2:
astrojenny
WinObs
magatopia
phlexi
ageekmom
GabrielleNYC
CatherineQ
Stratocumulus
topsciencenews
genejm29

Top Tweeters in G3:
MrVop
itstime4news
GlobalNews247
DrJoop
_dlittleprince
ashishpanchal14
InnoCentGee
jonkbrent
judyth_piazza
matiere

Top Tweeters in G4:
GottaLaff
missb62
ArizonaNewsnet
ninatypewriter
P2Blogs
Erudite_Enigma
USGovNews
ObamaInTheNews
fadsandfancies
tonyzomba

Top Tweeters in G5:
ANCALERTS
thisisysa
JoshsButtCheeks
xJaceClary
ariesllavore
aaronsumulong
NewsonTweets
lockhartcsj
_lalaine_
Beat_My_Swag

Top Tweeters in G6:
juanmuriango
uktechnews
nettechnews
Donengene
_ITMarketing
UK_Tech_News
RodrigoPolo
giliananderson
derekahunter
estherschindler

Top Tweeters in G7:
UXfeeder
crealoop
aussietorres
savemekim
DINEITEMPONEWS
Iglobalcast
RikusMellet
arcpedrinho
alephnaught
stejules

Top Tweeters in G8:
FN_Press
Theophany1
TweetingKaijzer
smileyt22
hamphill108
1KKFollowers
newwwss401
gardenofliferaw
rylooshop
BBCSTH

Top Tweeters in G9:
MWhalan
darkdirk
FactsCount
NathashaParker
Rightsfighter3
optinmonkey
le_sylph
smartertech
HALx86
johnkgreens

Top Tweeters in G10:
latentexistence
ShaneYou92
British_Airways
MMohsinSiddiqui
bguzqueda
itvnews
ShinobiAFC
TheoBass
krisfade
MichiganCoyote