20120827 Pew Internet Twitter NodeXL SNA Map
20120827 Pew Internet Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 27, 2012
Description:
The graph represents a network of 249 Twitter users whose recent tweets contained "pew AND internet". The network was obtained on Monday, 27 August 2012 at 16:07 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 Sunday, 19 August 2012 at 18:22 UTC to Monday, 27 August 2012 at 14:16 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: 249
Unique Edges: 550
Edges With Duplicates: 104
Total Edges: 654
Self-Loops: 215
Reciprocated Vertex Pair Ratio: 0.342281879194631
Reciprocated Edge Ratio: 0.51
Connected Components: 74
Single-Vertex Connected Components: 65
Maximum Vertices in a Connected Component: 154
Maximum Edges in a Connected Component: 518
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.290802
Graph Density: 0.00647752299520663
Modularity: 0.452014
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
pewinternet
Disabilitygov
lrainie
JESS3
courosa
mennovandoorn
marc_smith
inboundfactory
AriMelber
busynessgirl

Top Replied-To in Entire Graph:
pew_internet
ravelry
aarondmurphy
savasavasava
adibhidayat
antugd
meddr

Top Replied-To in G1:
pew_internet
meddr
antugd
adibhidayat

Top Replied-To in G3:
savasavasava

Top Replied-To in G5:
ravelry

Top Replied-To in G6:
aarondmurphy

Top Mentioned in Entire Graph:
arimelber
pewinternet
lrainie
disabilitygov
dannybrown
scoopit
inboundfactory
twilhelmus
busynessgirl
mennovandoorn

Top Mentioned in G1:
rizkylr
disabilitygov
261765trends
barackobama
obama2012
pivotalsocial
arymaulanamalik
best4work
claudelongchamp
fayeithaxton

Top Mentioned in G2:
pewinternet
phoenixchirps
scoopit
lrainie
karentoittoit
pgiroux
susannahfox
arimelber

Top Mentioned in G3:
twilhelmus
lrainie
scoopit
busynessgirl
kelsmith
pearltrees

Top Mentioned in G4:
arimelber
lrainie
ninocarvalho

Top Mentioned in G5:
dannybrown
inboundfactory
inboundsales
data_nerd

Top Mentioned in G6:
disabilitygov
busynessgirl

Top Mentioned in G7:
oyemexico

Top Mentioned in G8:
lrainie
pewinternet
disabilitygov
jess3
busynessgirl
mennovandoorn
jennykorn
bcleary09
inboundfactory
scotthburton

Top Mentioned in G9:
corinnekeijzer
mennovandoorn
hjarche

Top URLs in Tweet in Entire Graph:
http://pewinternet.org/Commentary/2012/May/Pew-Internet-Broadband.aspx
http://www.pewinternet.org/Reports/2012/Older-adults-and-internet-use/Summary-of-findings.aspx
http://pewresearch.org/databank/dailynumber/?NumberID=1452
http://pewinternet.org/Presentations/2012/Aug/Networked-Learners.aspx
http://politic365.com/2012/08/26/minority-consumers-and-the-digital-goods-act/?utm_source=rss&utm_medium=rss&utm_campaign=minority-consumers-and-the-digital-goods-act
http://bit.ly/PTg1ojl
http://www.oyemexico.com/nota/mensajes-de-texto-que-nunca-debemos-enviar/?utm_source=twitterfeed&utm_medium=twitter
http://pewinternet.org/Trend-Data-(Adults)/Whos-Online.aspx
http://www.pewinternet.org/Presentations/2012/Aug/Disability-in-the-Digital-Age.aspx
http://pewinternet.org/Static-Pages/Trend-Data-%28Adults%29/Internet-Adoption.aspx

Top URLs in Tweet in G1:
http://www.pewinternet.org/Reports/2012/Social-networking-and-politics/Main-findings/Social-networking-sites-and-politics.aspx
http://pewinternet.org/Static-Pages/Trend-Data-%28Adults%29/Internet-Adoption.aspx
http://feeds.feedburner.com/~r/cameoing/~3/lB-vGvKt6_M/3311025064966?utm_source=feedburner&utm_medium=twitter&utm_campaign=cameoing
http://www.imfdb.org/wiki/Main_Page
http://pewinternet.org/Reports/2012/Connected-viewers.aspx?utm_source=twitterfeed&utm_medium=twitter
http://pewinternet.org/Reports/2012/Cell-Internet-Use-2012.aspx
http://www.alfa.org/News/2535/Most-Seniors-Use-the-Internet-or-Email%2C-Study-Finds
http://www.pewinternet.org/topics/Web-20.aspx
http://pewinternet.org/Trend-Data-(Adults)/Whos-Online.aspx#.UDLTbZvRx9Y.twitter
http://pewinternet.org/Reports/2012/Caregivers-online.aspx#.UDNCAARl1GY.twitter

Top URLs in Tweet in G2:
http://pewinternet.org/Commentary/2012/May/Pew-Internet-Broadband.aspx
http://www.scoop.it/t/the-information-professional/p/2472601912/the-rise-of-e-reading-pew-internet-research
http://bit.ly/PTg1ojl
http://politic365.com/2012/08/26/minority-consumers-and-the-digital-goods-act/?utm_source=rss&utm_medium=rss&utm_campaign=minority-consumers-and-the-digital-goods-act
http://pewinternet.org/Static-Pages/Trend-Data-%28Adults%29/Internet-Adoption.aspx
http://pewinternet.org/Trend-Data-(Adults)/Whos-Online.aspx
http://www.elon.edu/docs/e-web/predictions/expertsurveys/2012survey/PIP_Future_of_Internet_2012_Big_Data_7_20_12.pdf
http://pewinternet.org/Presentations/2012/Aug/Networked-Learners.aspx?utm_source=twitterfeed&utm_medium=twitter
http://pewinternet.org/Reports/2012/Connected-viewers.aspx?utm_source=twitterfeed&utm_medium=twitter
http://www.pewinternet.org/Reports/2009/15--The-Internet-and-Civic-Engagement.aspx?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G3:
http://pewinternet.org/Presentations/2012/Aug/Networked-Learners.aspx
http://bit.ly/PTg1ojl
http://pewinternet.org/Commentary/2012/May/Pew-Internet-Broadband.aspx
http://www.pewinternet.org/Presentations/2012/Aug/Disability-in-the-Digital-Age.aspx
http://pewinternet.org/Static-Pages/Trend-Data-(Adults)/Internet-Adoption.aspx
http://www.scoop.it/t/information-literacy-and-21st-century-skills/p/2511311380/networked-learners-pew-research-center-s-internet-american-life-project
http://www.scoop.it/t/change-in-learning/p/2510539047/networked-learners-the-pew-internet-and-american-life-project
http://pewinternet.org/Reports/2012/Future-of-Higher-Education.aspx
http://www.scoop.it/t/new-learning-ny-laering/p/2481634219/networked-learners-pew-research-center-s-internet-american-life-project
http://www.pewinternet.org/Media-Mentions/2012/How-the-Future-of-Higher-Education-Affects-Businesses.aspx#.UDJdrYPEvfQ.twitter

Top URLs in Tweet in G4:
http://pewinternet.org/Commentary/2012/May/Pew-Internet-Broadband.aspx
http://www.pewinternet.org/Reports/2012/Older-adults-and-internet-use.aspx?utm_source=Mailing+List&utm_campaign=f543d518a8-Older_adults_alert06_06_2012&utm_medium=email
http://pinterest.com/pin/243546292319842553/
http://bit.ly/PTg1ojl
http://transition.fcc.gov/Daily_Releases/Daily_Business/2012/db0821/FCC-12-90A1.pdf
http://tatybarros.visibli.com/share/PpPwxZ

Top URLs in Tweet in G5:
http://pewresearch.org/databank/dailynumber/?NumberID=1452
http://pewinternet.org/Trend-Data-(Adults)/Whos-Online.aspx
http://t.co/VlSXSSq1
http://www.google.com/url?sa=X&q=http://www.nonprofitquarterly.org/management/20877-omg-youre-not-using-text-messaging-to-reach-constituents.html&ct=ga&cad=CAEQARgBIAAoATAAOABA0OvTgQVIAlAAWABiBWVuLVVT&cd=DNxpC4vrkoQ&usg=AFQjCNH5n-mH-WG1w1NNF5r2RV838abjhA&utm_source=twitterfeed&utm_medium=twitter&utm_campaign=mine1&utm_term=text+message+marketing,+mobile+marketing

Top URLs in Tweet in G6:
http://www.pewinternet.org/Reports/2012/Older-adults-and-internet-use/Summary-of-findings.aspx
http://pewinternet.org/Reports/2012/Older-adults-and-internet-use.aspx
http://blog.aarp.org/2012/07/12/online-caregivers-pew-research-study/
http://www.pewinternet.org/Presentations/2012/Aug/Disability-in-the-Digital-Age.aspx

Top URLs in Tweet in G7:
http://www.oyemexico.com/nota/mensajes-de-texto-que-nunca-debemos-enviar/?utm_source=twitterfeed&utm_medium=twitter
http://www.oyemexico.com/nota/mensajes-de-texto-que-nunca-debemos-enviar/?utm_medium=twitter&utm_source=twitterfeed
http://www.oyemexico.com/nota/mensajes-de-texto-que-nunca-debemos-enviar/?utm_source=@OyeMexico&utm_medium=twitter&utm_campaign=Espect%C3%A1culos&utm_term=Chismes,+espect%C3%A1culos,+Videos,+Music,+Beyonce,+Lady+Gaga,+Rihanna,+
http://www.oyemexico.com/nota/mensajes-de-texto-que-nunca-debemos-enviar/?utm_source=NOTICIAS&utm_medium=twitter

Top URLs in Tweet in G8:
https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=1060
http://pewinternet.org/Commentary/2012/May/Pew-Internet-Broadband.aspx#.UDUvcDOphL4.twitter
http://bit.ly/PTg1ojl
http://pewinternet.org/Commentary/2012/May/Pew-Internet-Broadband.aspx

Top URLs in Tweet in G9:
http://blog.vint.sogeti.com/?p=4968&utm_source=rss&utm_medium=rss&utm_campaign=big-data-review-what-the-experts-say-about-the-future-of-big-data&utm_term=The+App+Effect&utm_source=twitterfeed&utm_medium=twitter&utm_campaign=The+App+Effect
http://pewinternet.org/Commentary/2012/March/Pew-Internet-Social-Networking-full-detail.aspx
http://pewinternet.org/Presentations/2012/Aug/Networked-Learners.aspx
http://t.co/2kX4t1jI

Top URLs in Tweet in G10:
http://politic365.com/2012/08/26/minority-consumers-and-the-digital-goods-act/?utm_source=rss&utm_medium=rss&utm_campaign=minority-consumers-and-the-digital-goods-act

Top Hashtags in Tweet in Entire Graph:
pew
takeahint
fcc
broadband
evscnetwork
ssw12
socialmedia
facebook
vvehu
cijfers

Top Hashtags in Tweet in G1:
pew
guns
creatic
socialmedia
hspub
seniors
facebook
email
vvehu
etrends

Top Hashtags in Tweet in G2:
ebooks
research
vvehu
fcc
broadband
big
pew

Top Hashtags in Tweet in G3:
evscnetwork
fcc
broadband
highered
skolechat
ssw12

Top Hashtags in Tweet in G4:
pew
fcc
broadband

Top Hashtags in Tweet in G5:
takeahint
pew

Top Hashtags in Tweet in G6:
littleknownfact
caregivers

Top Hashtags in Tweet in G8:
ssw12
th4
digitaldivide
fcc
broadband

Top Hashtags in Tweet in G9:
socialmedia
cijfers
facebook
twittter

Top Words in Tweet in Entire Graph:
internet
pew
american
project
research
rt
amp
life
use
center's

Top Words in Tweet in G1:
internet
pew
amp
project
research
american
life
center's
social
use

Top Words in Tweet in G2:
internet
pew
research
rt
broadband
home
2012
american
amp
project

Top Words in Tweet in G3:
internet
pew
project
american
life
research
center's
amp
networked
learners

Top Words in Tweet in G4:
use
internet
pew
rt
new
data
web
america
97
college

Top Words in Tweet in G5:
internet
pew
research
rt
official
targeted
ads
american
life
takeahint

Top Words in Tweet in G6:
internet
pew
american
adults
project
53
ages
65
email
learn

Top Words in Tweet in G7:
que
mensajes
de
texto
nunca
debemos
enviar
según
un
estudio

Top Words in Tweet in G8:
pew
internet
lrainie
project
ssw12
director
rt
th4
lee
rainie

Top Words in Tweet in G9:
cijfers
big
data
rt
pew
internet
amp
american
life
project

Top Words in Tweet in G10:
minority
consumers
digital
goods
act
according
new
research
pew
internet

Top Word Pairs in Tweet in Entire Graph:
pew, internet
pew, research
american, life
life, project
internet, amp
amp, american
research, center's
center's, internet
use, internet
internet, project

Top Word Pairs in Tweet in G1:
pew, internet
internet, amp
american, life
amp, american
life, project
pew, research
research, center's
center's, internet
pew, pew
amp, amp

Top Word Pairs in Tweet in G2:
research, pew
pew, internet
american, life
life, project
april, 2012
2012, 66
66, u
u, s
s, adults
adults, broadband

Top Word Pairs in Tweet in G3:
american, life
life, project
pew, research
research, center's
center's, internet
internet, amp
amp, american
networked, learners
learners, pew
pew, internet

Top Word Pairs in Tweet in G4:
web, use
use, america
america, 97
97, college
college, grads
grads, use
use, internet
internet, compared
compared, 61
61, people

Top Word Pairs in Tweet in G5:
pew, research
official, internet
internet, targeted
targeted, ads
ads, pew
american, life
research, takeahint
pew, internet
internet, amp
amp, american

Top Word Pairs in Tweet in G6:
pew, internet
53, american
american, adults
adults, ages
ages, 65
internet, email
email, learn
learn, more
internet, project
65, internet

Top Word Pairs in Tweet in G7:
mensajes, de
de, texto
texto, que
que, nunca
nunca, debemos
debemos, enviar
enviar, según
según, un
un, estudio
estudio, realizado

Top Word Pairs in Tweet in G8:
pew, internet
director, pew
internet, project
ssw12, th4
lee, rainie
pew, family
family, name
name, amp
amp, internet
project, advocate

Top Word Pairs in Tweet in G9:
big, data
internet, amp
amp, american
american, life
life, project
cijfers, en
en, statistieken
statistieken, socialmedia
socialmedia, cijfers
cijfers, facebook

Top Word Pairs in Tweet in G10:
minority, consumers
consumers, digital
digital, goods
goods, act
act, according
according, new
new, research
research, pew
pew, internet
internet, american

Top Tweeters in Entire Graph:
UXfeeder
eraser
courosa
DannyBrown
SidAzad
Prodigy158
crewIove
ictzorgen
gcouros
Uzu_BRADY_3000

Top Tweeters in G1:
SidAzad
Prodigy158
crewIove
ictzorgen
UTguru
rhezapradipta
NicksSmilee
lisaehlin
boutdrz
topspinstrings

Top Tweeters in G2:
UXfeeder
myleejoseph
digitalecurator
Pascal_Gagnon
DigitalEconoMs
yalsa
Bill925WBWI
edinnovations
ShiftTheDigital
pgiroux

Top Tweeters in G3:
eraser
courosa
gcouros
trentmkays
busynessgirl
gravesle
laurapasquini
KoreenOlbrish
Networking_Lady
actionhero

Top Tweeters in G4:
frosted_oranges
JessicaScott09
AriMelber
ninocarvalho
mrmikedelarocha
natario
JESS3
ericatwiley
caseymaeknox
marshsutherland

Top Tweeters in G5:
DannyBrown
data_nerd
SemBarista
mcahalane
ArtemAltman
MissyMSmith
dulisa1982
angelineevans
inboundfactory
BrianBlatnicki

Top Tweeters in G6:
Uzu_BRADY_3000
mollydotcom
SpeechTherapist
Disabilitygov
jvanhoutensped
ALSAssistiveTec
hill_dixon
NaacOnline
AdaagConsulting
DyslexiaFound

Top Tweeters in G7:
OyeMexico
Isa_goo
Patryone
Mayallita
anairam_22
Farandula_Mx
payacitas
pamebay
MonicaChapss
PolliMedina

Top Tweeters in G8:
johnvanderhoef
JennyKorn
Blasiola
marc_smith
FahadAlayed
scotthburton
MeadorCleary
nodexl
RonBerkowsky

Top Tweeters in G9:
Corinnekeijzer
driessen
indy_johar
DanielSteeves
LoesMin
DietistSamira
MoxiePulse
mennovandoorn
RSMParttime

Top Tweeters in G10:
misssmith11
theumn
enjunkie
blackbirdhome
thesyncnet
thewkinreview