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20120904 social media Twitter NodeXL SNA
20120904 social media Twitter NodeXL SNA
From:
marc_smith
Uploaded on:
September 04, 2012
Description:
The graph represents a network of 922 Twitter users whose recent tweets contained "social AND media". The network was obtained on Tuesday, 04 September 2012 at 17:38 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 13-minute period from Tuesday, 04 September 2012 at 17:14 UTC to Tuesday, 04 September 2012 at 17:28 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: 922
Unique Edges: 4080
Edges With Duplicates: 1053
Total Edges: 5133
Self-Loops: 1465
Reciprocated Vertex Pair Ratio: 0.727358937885254
Reciprocated Edge Ratio: 0.842163052429317
Connected Components: 346
Single-Vertex Connected Components: 321
Maximum Vertices in a Connected Component: 547
Maximum Edges in a Connected Component: 4483
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.308734
Graph Density: 0.0042901118985541
Modularity: 0.285678
NodeXL Version: 1.0.1.224

Top 10 Vertices, Ranked by Betweenness Centrality:
NealSchaffer
fondalo
ceebee308
LinkedInQueen
MarketingHoy
OnlinePRMedia
Debbas
josepal74
MSocialBusiness
ItsPeterCollins

Top Replied-To in Entire Graph:
ahastylife
garylineker
wybrendlv
thijs_sprangers
sonalomania
mimihughes
rachelintheoc
gop
adriank
rantingincr

Top Replied-To in G1:
jeffrey_burns
mehrtarar
mmafanhq
ahastylife
florisjuuh
eesullivan
loveofthescreen
dastronaut
robynhood16
drunkoffcoedine

Top Replied-To in G2:
tarotpredecimos
deanhardwick
thevictorrose

Top Replied-To in G3:
rachelintheoc
gop

Top Replied-To in G4:
sagestrategist
rantingincr
mimihughes
rawn
andrewmueller

Top Replied-To in G5:
garylineker
sonalomania

Top Replied-To in G6:
bethreads
wildbookchase

Top Replied-To in G8:
rundisney56

Top Replied-To in G10:
marybourassa

Top Mentioned in Entire Graph:
mashable
smbusinessowner
postingiklan
fastcompany
scoopit
aschottmuller
mashablejobs
inbound_social
marketinghoy
crisizeppi

Top Mentioned in G1:
mashable
fastcompany
klout
mhsaa
bbcworld
bbcnewsus
twittergood
collegeboard
youtube
sharethis

Top Mentioned in G2:
marketinghoy
scoopit
sisgecom_pmi
thepointburst
cocoboig
basilpuglisi
digitalethos
twittergood
etelligence
josepal74

Top Mentioned in G3:
smbusinessowner
inbound_social
mashable
fondalo
carlgerber
brainmaker
markwschaefer
crisizeppi
cnet
sndinc

Top Mentioned in G4:
mashable
crisizeppi
fastcompany
rebelbrown
b2community
charityclairity
shakirahdj
mashablejobs
saqibreports
onairmastering

Top Mentioned in G5:
icsc
aschottmuller
btobmagazine
fastcompany
soravjain
ziffproperties
jaybaer
hubspot
socialwithsara
bianca_bartz

Top Mentioned in G6:
aschottmuller
sewatch
rachelstrella
undercoverrec
likeablemedia
ssudacris
webimax
fastcompany
sengineland
sarahatmls

Top Mentioned in G7:
oliviertripet
clockwiseva
tinacook
briansolis
yan_luong
inc

Top Mentioned in G8:
robinjsmith
dmnews
scoopit
amykattan
equalman
whatsnext
govhit
berci
givingvoiceuk
sjankel

Top Mentioned in G9:
timbograkos
robinmswartz
alexdc
spartaninternet
mashable
jeffbullas
empirestatedev
aschottmuller
sewatch

Top Mentioned in G10:
brightplanet
undercoverrec
billcush
tomwhitby
mashable
mashablejobs
cjr
niketa
cnnmoney
juhiebhatia

Top URLs in Tweet in Entire Graph:
http://mashable.com/2012/09/04/students-social-media-warnings/
http://smallbusinessowner.com/2012/02/jumpstart-your-social-media-network/
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585
http://www.marketingdirecto.com/actualidad/social-media-marketing/para-las-marcas-la-verdadera-realidad-de-la-era-digital-es-el-social-commerce/
http://mktfan.com/story.php?title=las-vacaciones-en-clave-social-media&utm_source=dlvr.it&utm_medium=twitter
http://www.marketinghoy.cl/marketing-digital/marketing-online/reglamento-20-segun-expertos-en-social-media
http://Boston.com
http://www.fastcompany.com/3000794/rise-visual-social-media
http://www.fansfollowersherd.com/
http://searchenginewatch.com/article/2202307/Social-Media-ROI-How-To-Define-a-Strategic-Plan

Top URLs in Tweet in G1:
http://mashable.com/2012/09/04/students-social-media-warnings/
http://www.marketingdirecto.com/actualidad/social-media-marketing/para-las-marcas-la-verdadera-realidad-de-la-era-digital-es-el-social-commerce/
http://mktfan.com/story.php?title=las-vacaciones-en-clave-social-media&utm_source=dlvr.it&utm_medium=twitter
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585
http://debubuntu.cbfeed.com/?id=09041219&cbid=ceovnz&tid=cbfeed&utm_source=twitterfeed&utm_medium=twitter
http://www.innovativenonprofit.com/2012/08/5-social-media-secrets-for-nonprofits/#.UEVDvKSXR7Q
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585?utm_source=twitterfeed&utm_medium=twitter
http://socialmediaweek.org/blog/event/joven-y-agil-como-mls-habla-a-su-audiencia-principal-a-traves-de-medios-digitales-young-and-nimble-how-mls-speaks-to-its-core-audience-through-digital-media/
http://www.fastcompany.com/3000794/rise-visual-social-media
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNG328xCW4nhmBxeM4qcOy0pydCihw&url=http://searchengineland.com/the-hidden-cost-of-cheap-seo-social-labor-131585&utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G2:
http://www.marketingdirecto.com/actualidad/social-media-marketing/para-las-marcas-la-verdadera-realidad-de-la-era-digital-es-el-social-commerce/
http://mktfan.com/story.php?title=las-vacaciones-en-clave-social-media&utm_source=dlvr.it&utm_medium=twitter
http://www.marketinghoy.cl/marketing-digital/marketing-online/reglamento-20-segun-expertos-en-social-media
http://bitelia.com/2012/09/reporte-social-media
http://usefulsocialmedia.com/state-of-csm-2012/?utm_source=USM&utm_medium=Blog&utm_campaign=Blog%2BHomepage
http://www.innovativenonprofit.com/2012/08/5-social-media-secrets-for-nonprofits/#.UEVDvKSXR7Q
http://www.puromarketing.com/42/13851/atencion-cliente-social-media-cuando-como-decir.html
http://initi8marketing.co.uk/social-media-storytelling-infographic/
http://jobs.guardian.co.uk/job/4504972/social-media-assistant/?TrackID=13
http://viraltechnologies.com/blog/?p=1021

Top URLs in Tweet in G3:
http://smallbusinessowner.com/2012/02/jumpstart-your-social-media-network/
http://inboundsocialmarketing.com/social-media-brand-monitoring/
http://mashable.com/2012/09/04/students-social-media-warnings/
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585
http://www.worldliterarycafe.com/content/social-media-mania-get-marketing-buzz-your-book
http://socialgraphics.wordpress.com/2012/09/04/social-media-speed-limit/
http://www.assistantedge.com/edition/monthly-purchasing-social-media-2012-08
http://Boston.com
http://www.socialmediainformer.com/edition/daily-marketing-social-media-2012-09-03
http://econsultancy.com/events/christmas-shorts?utm_medium=feeds&utm_source=social-media&utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G4:
http://mashable.com/2012/09/04/students-social-media-warnings/
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNG328xCW4nhmBxeM4qcOy0pydCihw&url=http://searchengineland.com/the-hidden-cost-of-cheap-seo-social-labor-131585&utm_source=twitterfeed&utm_medium=twitter
http://www.fastcompany.com/3000050/rules-social-media
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585
http://www.rebelbrown.com/rebelations/does-integrity-matter-in-social-media.html
http://www.google.com/url?sa=X&q=http://searchengineland.com/the-hidden-cost-of-cheap-seo-social-labor-131585&ct=ga&cad=CAcQARgAIAAoATAAOABAzuyYggVIAlAAWABiBWVuLVVT&cd=klPWE7FlkGs&usg=AFQjCNEzpu348oayVYDrd5NVnEczJq8qKw&utm_source=twitterfeed&utm_medium=twitter
http://blackhatnews.blogspot.com/2012/09/fakes-and-follows-appearance-of-social.html?utm_source=dlvr.it&utm_medium=twitter
http://healthworkscollective.com/briansmcgowan/47481/critical-use-social-media-medicine-learning?utm_source%3Dhootsuite=&utm_medium%3Dtwitter=&utm_campaign%3Dhootsuite_twitter=
http://www.google.com/url?sa=X&q=http://www.houmatoday.com/article/20120904/ARTICLES/120909931&ct=ga&cad=CAcQARgAIAAoATAAOABAxeWYggVIAlAAWABiBWVuLVVT&cd=cg6JxbmB-eo&usg=AFQjCNE7mS-nWO8s7IJ3Y3m_Y-s9yyqIZg
http://www.fastcompany.com/3000794/rise-visual-social-media

Top URLs in Tweet in G5:
http://www.fastcompany.com/3000794/rise-visual-social-media
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585?utm_source=twitterfeed&utm_medium=twitter
https://www.facebook.com/echovme/app_208195102528120
http://Boston.com
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNHQ0gUGEvlriSb7FV5KQ75MkhjLaA&url=http://seekingalpha.com/article/845021-2-overpriced-social-media-stocks-to-avoid-now
http://searchenginewatch.com/article/2202307/Social-Media-ROI-How-To-Define-a-Strategic-Plan
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNFgdVSiJXBZ2AE2GOAWUIlteqdvVQ&url=http://www.huffingtonpost.com/2012/09/04/web-surveillance-social-media_n_1854750.html&utm_source=twitterfeed&utm_medium=twitter
http://dlvr.it/25wdcJ
http://www.radian6.com/blog/2012/09/500000-tweets-fans-take-to-social-media-for-transfer-deadline-day/

Top URLs in Tweet in G6:
http://feeds.searchengineland.com/~r/searchengineland/~3/ywDTvjlJ_jE/the-hidden-cost-of-cheap-seo-social-labor-131585
http://feeds.feedburner.com/~r/yahoo/VUgW/~3/jIQWx5mxymE/url?utm_source=feedburner&utm_medium=twitter&utm_campaign=Debbas
http://Boston.com
http://www.webimax.com/blog/social-media/twitter-youtube-take-over-gop-dem-conventions
http://oedb.org/blogs/ilibrarian/2012/12-things-students-should-never-do-on-social-media/
http://strellasocialmedia.com/2012/07/social-media-roi-for-small-business/
http://socialmediatoday.com/social-business-guy/775111/some-home-truths-about-social-media-may-hurt
http://www.kstp.com/index.html
http://feeds.feedburner.com/~r/yahoo/VUgW/~3/l2z7v7TFv40/url?utm_source=feedburner&utm_medium=twitter&utm_campaign=Debbas
http://feeds.feedburner.com/~r/yahoo/VUgW/~3/L1rqml3Dfp8/url?utm_source=feedburner&utm_medium=twitter&utm_campaign=Debbas

Top URLs in Tweet in G7:
http://www.fansfollowersherd.com/
http://www.eluta.ca/search?ptitle=Reporter&position=3ae93bf43b22b469fc907788fbd6e0f9&imo=1
http://mashable.com/2012/09/04/students-social-media-warnings/
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNHQ0gUGEvlriSb7FV5KQ75MkhjLaA&url=http://seekingalpha.com/article/845021-2-overpriced-social-media-stocks-to-avoid-now
http://ask-jaime.com/add-your-social-media-profiles-to-your-wordpress-blog/
http://www.eluta.ca/search?ptitle=Manager,+Community+Events+%26+Partnerships&position=dc5cf60461115ecf7c73095caafff8e5&imo=1
http://www.eluta.ca/search?ptitle=Marketing+%26+Communications+Manager&position=f3edb09c09b5022c5cfa5d184bfb148b&imo=1
http://www.cnbc.com/id/48897056?utm_source=Kazi+Media+Group&utm_medium=Kazi+Media+Group
http://www.cnbc.com/id/48897056?utm_content=Kazi+Canada+News%E2%84%A2&utm_source=Kazi+Canada+News%E2%84%A2&utm_medium=Kazi+Canada+News%E2%84%A2&utm_term=Kazi+Canada+News%E2%84%A2
http://ClockwiseVA.visibli.com/share/bFxdkD

Top URLs in Tweet in G8:
http://www.socialnomics.net/2012/08/31/5-qualities-of-a-great-social-media-manager/#71_18033719_3136_-1_1346756424017
http://careerpivot.com/2012/social-media-strategy-my-resume/
http://www.dmnews.com/back-to-school-shoppers-turn-to-social-media-mobile/article/257243/
http://www.frontgatemedia.com/blog/index.php/2012/09/prescott-van-leer-joins-frontgate-medias-audience-delivery-team-as-a-social-media-specialist/
http://feedproxy.google.com/~r/SocialMediaExplorer/~3/X5dtlXSLBJM/
http://socialmediatoday.com/social-business-guy/775111/some-home-truths-about-social-media-may-hurt?utm_source=feedburner&utm_medium=feed&utm_campaign=Social+Media+Today+%28all+posts%29
http://www.feedblitz.com/social-media-marketing-is-not-just-another-channel-its-community-building-by-maddie-grant/
http://blog.nielsen.com/nielsenwire/social/
http://www.govhealthit.com/news/study-public-health-agencies-can-better-leverage-social-media
http://thecourse.webicina.com/community/crowdsource-a-challenge/

Top URLs in Tweet in G9:
http://www.fansfollowersherd.com/
http://www.radian6.com/blog/2012/09/20-ways-to-succeed-at-social-media-engagement/
http://enrollmentstrategy.wordpress.com/2012/09/04/dont-forget-social-media-in-your-mba-recruitment-backpack/
http://www.inc.com/marla-tabaka/5-tips-to-increase-social-media-success-with-images.html
http://www.lansingstatejournal.com/article/20120904/GW01/309040028/Dantonio-Our-players-need-keep-their-mouths-shut
http://www.hipvine.com/2012/01/24/how-to-create-a-social-media-policy/
http://www.google.com/url?sa=X&q=http://searchengineland.com/workshops-at-smx-social-media-marketing-best-rates-available-now-132080&ct=ga&cad=CAcQARgAIAAoATAAOABA0eWYggVIAlAAWABiBWVuLVVT&cd=injuWju-BX8&usg=AFQjCNF7n2AKMNB-HE5L_NH4YMb9TDG_6A&utm_source=twitterfeed&utm_medium=twitter
http://smartblogs.com/social-media/2012/09/04/the-art-turning-likes-purchases/
http://mashable.com/2009/03/26/social-media-nonprofit-study/
http://mashable.com/2010/10/13/small-business-social-media/

Top URLs in Tweet in G10:
http://www.brightplanet.com/solutions/social-media-monitor/
http://www.vtt.fi/liitetiedostot/cluster6_rakentaminen_yhdyskuntatekniikka/Weak%20Signals%20in%20Social%20Media%20-%20VTT%20-R-03466-07.pdf
http://www.longwarjournal.org/threat-matrix/archives/2012/09/pakistan_is_not_normally_noted.php?utm_source=twitterfeed&utm_medium=twitter
http://theundercoverrecruiter.com/how-get-cool-job-social-media-slides-video/
http://www.slideshare.net/DG_Europe/social-media-fundamentals-recruitment-14152477
http://jobs.mashable.com/a/all-jobs/list
http://www.cjr.org/campaign_desk/the_youtube_campaign.php
http://www.anymeeting.com/AccountManager/RegEv.aspx?PIID=E056D985814D
http://ibnlive.in.com/news/mothers-sourcing-breast-milk-on-social-media/287797-2.html
http://www.poynter.org/latest-news/top-stories/185041/nprs-new-global-health-beat-blends-social-media-traditional-reporting/

Top Domains in Tweet in Entire Graph:
google.com
mashable.com
searchengineland.com
smallbusinessowner.com
marketingdirecto.com
fastcompany.com
feedburner.com
socialmediatoday.com
mktfan.com
visibli.com

Top Domains in Tweet in G1:
mashable.com
google.com
searchengineland.com
socialmediatoday.com
marketingdirecto.com
fastcompany.com
linkedin.com
klout.com
co.uk
pinterest.com

Top Domains in Tweet in G2:
marketingdirecto.com
mktfan.com
marketinghoy.cl
visibli.com
bitelia.com
co.uk
google.com
scoop.it
paypro.nl
searchengineland.com

Top Domains in Tweet in G3:
smallbusinessowner.com
google.com
mashable.com
inboundsocialmarketing.com
fastsocial.org
wordpress.com
searchengineland.com
worldliterarycafe.com
assistantedge.com
boston.com

Top Domains in Tweet in G4:
google.com
mashable.com
linkedin.com
fastcompany.com
searchengineland.com
socialmediatoday.com
businessinsider.com
rebelbrown.com
co.uk
entrepreneur.com

Top Domains in Tweet in G5:
google.com
searchengineland.com
feedburner.com
mashable.com
fastcompany.com
dlvr.it
facebook.com
boston.com
searchenginewatch.com
btobonline.com

Top Domains in Tweet in G6:
google.com
searchengineland.com
feedburner.com
oedb.org
boston.com
webimax.com
strellasocialmedia.com
socialmediatoday.com
kstp.com
theundercoverrecruiter.com

Top Domains in Tweet in G7:
eluta.ca
google.com
mashable.com
fansfollowersherd.com
cnbc.com
ask-jaime.com
visibli.com
dougleschan.com
boston.com
inc.com

Top Domains in Tweet in G8:
socialnomics.net
careerpivot.com
dmnews.com
webicina.com
scoop.it
frontgatemedia.com
google.com
socialmediatoday.com
feedblitz.com
nielsen.com

Top Domains in Tweet in G9:
fansfollowersherd.com
mashable.com
radian6.com
wordpress.com
inc.com
lansingstatejournal.com
hipvine.com
google.com
smartblogs.com
on24.com

Top Domains in Tweet in G10:
brightplanet.com
vtt.fi
longwarjournal.org
theundercoverrecruiter.com
slideshare.net
mashable.com
cjr.org
anymeeting.com
in.com
poynter.org

Top Hashtags in Tweet in Entire Graph:
socialmedia
marketing
social
media
twitter
facebook
sm
therules
seo
jobs

Top Hashtags in Tweet in G1:
socialmedia
marketing
students
sm
mgt9966
twitter
cnn
security
media
therules

Top Hashtags in Tweet in G2:
socialmedia
marketing
media
social
service
twitter
redessociales
infografía
fan
kundenservice

Top Hashtags in Tweet in G3:
socialmedia
followme
media
marketing
authors
facebook
assistant
wlcbookbuzz
social
google

Top Hashtags in Tweet in G4:
socialmedia
therules
social
pivotconchat
infographic
sm
media
platforms
optimize
search

Top Hashtags in Tweet in G5:
socialmedia
marketing
social
twitter
seo
icscnoi
icscmocial
media
facebook
smm

Top Hashtags in Tweet in G6:
socialmedia
seo
socialnetworking
marketing
vorgehensmodell
yalsaprez
social_media
twitter
social
roi

Top Hashtags in Tweet in G7:
socialmedia
jobs
social
twitter
blogboost
canada
facebook
risk
media
news

Top Hashtags in Tweet in G8:
ibmscgs
smarteranalytics
sm
socialmedia
hcsm
government
meded
hcsmeu
givingvoiceuk
tower10miler

Top Hashtags in Tweet in G9:
msu
socialmedia
social
mba
emba
facebook
fans
business
notforprofit
causemarketing

Top Hashtags in Tweet in G10:
deepweb
socialmedia
deepwebminin
tchat
edchat
nabj
djtf
globalhealth
journalism
deepwebmining

Top Words in Tweet in Entire Graph:
social
media
rt
via
amp
marketing
socialmedia
seo
de
en

Top Words in Tweet in G1:
social
media
rt
via
amp
de
marketing
students
out
things

Top Words in Tweet in G2:
social
media
en
de
marketing
la
las
el
para
rt

Top Words in Tweet in G3:
social
media
via
rt
jumpstart
network
smbusinessowner
marketing
socialmedia
lt

Top Words in Tweet in G4:
social
media
via
rt
socialmedia
amp
seo
12
hidden
cost

Top Words in Tweet in G5:
social
media
amp
seo
hidden
cost
cheap
labor
web
rt

Top Words in Tweet in G6:
social
media
seo
amp
hidden
cost
cheap
labor
marketing
via

Top Words in Tweet in G7:
social
media
socialmedia
jobs
facebook
communications
shaw
amp
marketing
options

Top Words in Tweet in G8:
social
media
rt
via
strategy
ibmscgs
building
time
robinjsmith
5

Top Words in Tweet in G9:
social
media
rt
use
msuad
respectfully
submit
timbograkos
excellent
teaching

Top Words in Tweet in G10:
social
media
rt
monitor
real
time
intelligence
see
deepweb
socialmedia

Top Word Pairs in Tweet in Entire Graph:
social,media
amp,social
hidden,cost
cost,cheap
cheap,seo
seo,amp
media,labor
media,marketing
12,things
things,students

Top Word Pairs in Tweet in G1:
social,media
things,students
12,things
students,never
never,social
hidden,cost
cost,cheap
cheap,seo
seo,amp
amp,social

Top Word Pairs in Tweet in G2:
social,media
media,marketing
el,social
las,marcas
de,la
para,las
marcas,la
la,verdadera
verdadera,realidad
realidad,de

Top Word Pairs in Tweet in G3:
social,media
jumpstart,social
media,network
network,via
via,smbusinessowner
lt,b
b,gt
media,marketing
media,brand
brand,monitoring

Top Word Pairs in Tweet in G4:
social,media
amp,social
hidden,cost
cost,cheap
cheap,seo
seo,amp
media,labor
12,things
things,students
students,never

Top Word Pairs in Tweet in G5:
social,media
amp,social
hidden,cost
cost,cheap
cheap,seo
seo,amp
media,labor
media,sites
web,surveillance
surveillance,through

Top Word Pairs in Tweet in G6:
social,media
hidden,cost
cost,cheap
cheap,seo
seo,amp
amp,social
media,labor
media,marketing
search,engine
engine,land

Top Word Pairs in Tweet in G7:
social,media
socialmedia,jobs
shaw,communications
media,sites
successful,social
communications,inc
reporter,shaw
sites,ability
ability,write
write,socialmedia

Top Word Pairs in Tweet in G8:
social,media
5,qualities
qualities,great
media,strategy
strategy,resume
back,school
school,shoppers
shoppers,turn
turn,social
media,mobile

Top Word Pairs in Tweet in G9:
social,media
msuad,respectfully
respectfully,submit
submit,timbograkos
timbograkos,excellent
excellent,teaching
teaching,msu
msu,players
players,use
use,use

Top Word Pairs in Tweet in G10:
social,media
media,monitor
monitor,real
real,time
time,intelligence
intelligence,see
see,deepweb
deepweb,socialmedia
rt,brightplanet
brightplanet,social

Top Tweeters in Entire Graph:
ddusworld
RealTonyRocha
Natural__Healer
SEO_Exp
swaracewek
Curiosa
ceebee308
VegasJai
gabymenta
fondalo

Top Tweeters in G1:
equity_news
businesspress24
vgura
newsworldstoday
stonern
ichbinlynton
patsion
DebtTrut
ivananh
pro2rat

Top Tweeters in G2:
Curiosa
gabymenta
OmarGamboa
zerojuls
UmbraRed
CatalystPart
MLM_Queen
MasterNegocios
pgaviriaa
Kamiikol

Top Tweeters in G3:
Natural__Healer
ceebee308
fondalo
SeanDonahoe
OnlineWebTips
PattiRoberts7
anthonybpalmer
MeNameLast
eyecandyatlanta
followersherd

Top Tweeters in G4:
RealTonyRocha
VegasJai
i4harold
NealSchaffer
baratunde
gingerconsult
ChoicDrivenLife
techguerilla
jerenews
AdvertisingLaw

Top Tweeters in G5:
soshableweb
pal36
KumarSinha
Mrgreenaz
MaverikMoney
PatrinaManard
ExploreWeb2dot0
psdwordpress
damiensaunders
PeithoPromotion

Top Tweeters in G6:
SEO_Exp
luckyvnz
reshmapkraj
Debbas
wawoodworth
DuaneForrester
seo_blogs
LibrarianE13
toyf_ug
FlashPointWeb

Top Tweeters in G7:
ddusworld
Kazi_Canada
MilagrosKehr
JackMartinju
DeidreDismang
Kazi_Group
dave_t_pilot
befcreative
BeMyVA
yan_luong

Top Tweeters in G8:
Berci
GrafMartin
scottshuford
BradLawless
RaganHealth
tobyhillman
rabishchandra
JeffreyPeel
SJankel
monsterlists

Top Tweeters in G9:
Carzycoolmen
miramontesturge
KimO177
scottmdane
RobinMSwartz
EveGelman
UAlbanyMBA
UVicMBA
E_Social_Media
MichCreative

Top Tweeters in G10:
peoplegogy
YvesMulkers
NABJDigital
billcush
BlancoJoseMaria
biconnections
NABJ
IRPChirps
ACEedu
LongWarJournal