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AWS-3 auction, week 2: Twitter NodeXL SNA Map and Report
AWS-3 auction, week 2: Twitter NodeXL SNA Map and Report
From:
pierredv
Uploaded on:
December 28, 2014
Description:
The graph represents a network of 4,094 Twitter users whose tweets in the requested range contained "(spectrum auction) OR (incentive auction) OR (airwave auction)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 December 2014 at 20:36 UTC.

The requested date range was from Saturday, 15 November 2014 at 00:00 UTC through Friday, 26 December 2014 at 23:59 UTC.

The tweets in the network were tweeted over the 41-day, 3-hour, 38-minute period from Saturday, 15 November 2014 at 00:30 UTC to Friday, 26 December 2014 at 04:08 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 edge weight values. The edge widths are based on edge weight values. The vertex colors are based on betweenness centrality values. The vertex sizes are based on out-degree values.

Overall Graph Metrics:
Vertices: 1577
Unique Edges: 1493
Edges With Duplicates: 784
Total Edges: 2277
Self-Loops: 1485
Reciprocated Vertex Pair Ratio: 0.0207756232686981
Reciprocated Edge Ratio: 0.0407055630936228
Connected Components: 1004
Single-Vertex Connected Components: 913
Maximum Vertices in a Connected Component: 333
Maximum Edges in a Connected Component: 531
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 3.745729
Graph Density: 0.00029653747235804
Modularity: 0.475318
NodeXL Version: 1.0.1.334

Top 10 Vertices, Ranked by Betweenness Centrality:
wsj
fcc
mediakeysi3
sammywalrusiv
maglancapital
sawilkus
stevenhayslett
tmfassociates
waltbtig
stonefoxcapital

Top URLs in Tweet in Entire Graph:
http://on.wsj.com/153ymsX
http://bit.ly/1qKqqXs
http://bit.ly/1vxvUpv
http://on.wsj.com/14Zz4qU
http://online.wsj.com/articles/airwave-auction-bids-hit-record-34-billion-1416615428
http://on.wsj.com/1qPJMu4
http://on.wsj.com/1qKiyF6
http://on.wsj.com/1xhyRWH
http://economictimes.indiatimes.com/news/international/business/lessons-for-india-spectrum-auction-in-usa-gets-34-billion-bids/articleshow/45258714.cms
https://twibble.io

Top URLs in Tweet in G1:
http://bit.ly/1qKqqXs
http://bit.ly/1vxvUpv
http://on.wsj.com/1qPJMu4
http://on.wsj.com/1qKiyF6
http://on.wsj.com/1xhyRWH
https://twibble.io
http://www.mobiletor.com/
http://online.wsj.com/articles/airwave-auction-bids-hit-record-34-billion-1416615428
http://ift.tt/14ZBt59
http://on.wsj.com/1yEEikL

Top URLs in Tweet in G2:
http://on.wsj.com/153ymsX
http://on.wsj.com/14Zz4qU
http://on.wsj.com/1FlcOor
http://online.wsj.com/articles/airwave-auction-bids-hit-record-34-billion-1416615428
http://on.wsj.com/150a1E9
http://on.wsj.com/1BUUeVM
http://tmfassociates.com/blog/2014/11/26/masas-choice/
http://ln.is/on.wsj.com/mx50C
http://fb.me/3vyr23b8H
http://goo.gl/s3HLAU

Top URLs in Tweet in G3:
http://1.usa.gov/1y6jVh3
http://on.wsj.com/153ymsX
http://on.wsj.com/14Zz4qU
http://nyti.ms/1qY9RaA
http://bit.ly/1ykWH79
http://on.wsj.com/1HCIBTK
http://bit.ly/CCAPR1124
http://on.wsj.com/1Fjx5L4
http://bit.ly/11rarl5
http://bit.ly/1toH228

Top URLs in Tweet in G4:
http://economictimes.indiatimes.com/news/international/business/lessons-for-india-spectrum-auction-in-usa-gets-34-billion-bids/articleshow/45258714.cms
http://articles.economictimes.indiatimes.com/2014-02-18/news/47451535_1_spectrum-auction-spectrum-sale-vodafone-india

Top URLs in Tweet in G5:
http://nyti.ms/1xEl7cF

Top URLs in Tweet in G6:
http://for.tn/1vF25Uz
http://for.tn/15dP7S2
http://for.tn/1uRuAwp
http://ow.ly/EUTsL

Top URLs in Tweet in G7:
http://dlvr.it/7csfbm
http://tarificawirelesstoday.blogspot.com/2014/11/us-spectrum-auction-breaks-record.html?spref=tw
http://www.bizjournals.com/dallas/news/2014/11/24/investors-concerned-by-at-t-verizons-spending-in.html?ana=twt
http://www.thestreet.com/video/12965036/bids-in-fccs-spectrum-auction-top-34b-may-drive-carriers-costs.html

Top URLs in Tweet in G8:
http://bit.ly/1Fjo3xA

Top URLs in Tweet in G9:
http://ow.ly/EMc16

Top Domains in Tweet in Entire Graph:
wsj.com
bit.ly
ift.tt
ow.ly
dlvr.it
goo.gl
google.com
indiatimes.com
fb.me
for.tn

Top Domains in Tweet in G1:
bit.ly
wsj.com
ift.tt
dlvr.it
goo.gl
ow.ly
google.com
fb.me
advfn.com
twibble.io

Top Domains in Tweet in G2:
wsj.com
tmfassociates.com
j.mp
ln.is
fb.me
goo.gl
lightreading.com
btigresearch.com

Top Domains in Tweet in G3:
bit.ly
wsj.com
usa.gov
nyti.ms
broadcastingcable.com
btigresearch.com
barrons.com
pcmag.com
techtimes.com
executivegov.com

Top Domains in Tweet in G4:
indiatimes.com

Top Domains in Tweet in G5:
nyti.ms

Top Domains in Tweet in G6:
for.tn
ow.ly

Top Domains in Tweet in G7:
dlvr.it
blogspot.com
bizjournals.com
thestreet.com

Top Domains in Tweet in G8:
bit.ly

Top Domains in Tweet in G9:
ow.ly

Top Hashtags in Tweet in Entire Graph:
tech
spectrum
fcc
technology
news
telecom
wireless
wsj
business
auction

Top Hashtags in Tweet in G1:
tech
technology
news
telecom
fcc
spectrum
wsj
gadgetifo
business
wearethepeople

Top Hashtags in Tweet in G2:
airwave
bids
wireless
aws3
auction
us
spectrum
licenses
dishnetwork
verizon

Top Hashtags in Tweet in G3:
fcc
spectrumisking
spectrum
aws3
ctia
cloudcasters
cashcasters
firstnet
govcon
broadband

Top Hashtags in Tweet in G7:
jobs

Top Hashtags in Tweet in G8:
wireless
fcc

Top Hashtags in Tweet in G9:
spectrum

Top Words in Tweet in Entire Graph:
bids
billion
s
u
wireless
34
fcc
record
airwave
wsj

Top Words in Tweet in G1:
bids
billion
s
u
wireless
34
fcc
airwave
record
t

Top Words in Tweet in G2:
bids
wsj
billion
s
wireless
record
u
34
licenses
acquire

Top Words in Tweet in G3:
fcc
billion
wireless
fcc's
aws
bids
mhz
pop
incentive
another

Top Words in Tweet in G4:
mhz
india
800
lessons
gets
34
bn
sibal
told
zero

Top Words in Tweet in G5:
sammywalrusiv
wsj
graphic
ongoing
u
s
wireless
licenses
big
takeaway

Top Words in Tweet in G6:
fcc
30
billion
fortunemagazine
raises
over
battle
airwaves
companies
bid

Top Words in Tweet in G7:
att
verizon
bids
34b
costs
s
thestreettv
fcc's
top
drive

Top Words in Tweet in G8:
prices
high
wireless
carriers
fighting
airwaves
fcc
nexxcomwireless
vi

Top Words in Tweet in G9:
india
economictimes
lessons
gets
34
bn

Top Words in Tweet in G10:
zero
dravirmani
areas
price
wld
rural
system
well
designed
min

Top Word Pairs in Tweet in Entire Graph:
u,s
34,billion
s,wireless
bids,u
record,bids
s,airwave
billion,bids
wireless,licenses
record,34
bids,acquire

Top Word Pairs in Tweet in G1:
u,s
34,billion
bids,u
record,bids
s,airwave
s,wireless
billion,bids
wireless,collected
collected,34
airwave,u

Top Word Pairs in Tweet in G2:
u,s
s,wireless
34,billion
wireless,licenses
record,34
bids,acquire
licenses,reach
reach,record
acquire,u
wsj,bids

Top Word Pairs in Tweet in G3:
mhz,pop
another,1
34,billion
fcc's,aws
1,5b
chmn,repfredupton
fcc,rose
rose,another
5b,increase
increase,today

Top Word Pairs in Tweet in G4:
800,mhz
lessons,india
india,gets
gets,34
34,bn
bn,sibal
sibal,told
told,zero
zero,loss
malviyamit,lessons

Top Word Pairs in Tweet in G5:
wsj,graphic
graphic,ongoing
ongoing,u
u,s
s,wireless
wireless,licenses
licenses,big
big,takeaway
takeaway,monthly
monthly,bill

Top Word Pairs in Tweet in G6:
30,billion
fcc,raises
raises,over
over,30
billion,battle
battle,airwaves
companies,bid
bid,more
more,30
billion,slice

Top Word Pairs in Tweet in G7:
bids,fcc's
fcc's,top
top,34b
34b,drive
drive,carriers'
carriers',costs
u,s
s,breaks
breaks,record
record,att

Top Word Pairs in Tweet in G8:
prices,high
high,wireless
wireless,carriers
carriers,fighting
fighting,airwaves
airwaves,fcc
nexxcomwireless,prices
fcc,vi

Top Word Pairs in Tweet in G9:
lessons,india
india,gets
gets,34
34,bn
economictimes,lessons

Top Word Pairs in Tweet in G10:
price,wld
wld,zero
rural,areas
areas,system
system,well
well,designed
designed,min
min,pr
pr,free
infra_vinayakch,price

Top Replied-To in Entire Graph:
fcc
jennieduke
wsj
tmfassociates
sammywalrusiv
5
pr_antok
sitepronews
companies
economictimes

Top Replied-To in G2:
wsj
tmfassociates
ozziebruno1
well_mont

Top Replied-To in G3:
fcc
5
bids
companies
taysun42taysun
maglancapital
gigaom

Top Replied-To in G4:
sootradhar

Top Replied-To in G5:
sammywalrusiv

Top Replied-To in G6:
c31melbourne

Top Replied-To in G9:
economictimes

Top Mentioned in Entire Graph:
wsj
fcc
ryan_knutson
sammywalrusiv
malviyamit
fortunemagazine
waltbtig
nexxcomwireless
bloombergtvind
economictimes

Top Mentioned in G1:
yiannch
seandknight
nai_dunia
dipendra
taligallery
stankotecki
hubinbiz

Top Mentioned in G2:
wsj
ryan_knutson
tgryta
wsjd
tmfassociates
novamicrowave
fawaz_alkhalifa
shaliniwsj
silverlining63
haulinggear

Top Mentioned in G3:
fcc
waltbtig
housecommerce
tedataca
wsj
repfredupton
maglancapital
multinews
ccassociationdc
jimcramer

Top Mentioned in G4:
malviyamit
bloombergtvind
rsprasad
quizderek
sane_indian
sootradhar
prabaii978

Top Mentioned in G5:
sammywalrusiv
firstnetgov
raylehr

Top Mentioned in G6:
fortunemagazine

Top Mentioned in G7:
att
verizon
thestreettv
verizonwireless
attcares
verizoninsider
dallasbiznews
fcc
tarifica
brittanyumar

Top Mentioned in G8:
nexxcomwireless
techspot

Top Mentioned in G9:
economictimes

Top Mentioned in G10:
dravirmani
infra_vinayakch
anilagashe
pankajamunde

Top Tweeters in Entire Graph:
paijwar
ghulam_rasool1
nbtwt
sterlingmholmes
fortraders
robinsnewswire
all_trends_it
news24husa
ashishpanchal14
geekgawk

Top Tweeters in G1:
paijwar
ghulam_rasool1
nbtwt
fortraders
all_trends_it
news24husa
ashishpanchal14
geekgawk
danny_taylor68
presse24h24

Top Tweeters in G2:
marcborseinvest
elybahiana
itechnews21
ohhsocialmedia
dancas2
manchuriandevil
valaafshar
doctorcara
jackflorek84
_itzrozay

Top Tweeters in G3:
christprophet
newstoday20
twright55
gigaom
jimcramer
brettglass
inafried
multinews
tedataca
kjboies

Top Tweeters in G4:
mckenrene
sootradhar
truevirathindu
malviyamit
bloombergtvind
azuitshi
sks_mumbai
vijalgope
prabaii978
a31x64vijay

Top Tweeters in G5:
whatthebit
benedictevans
kennysmith
kathywingard
jhamby
sammywalrusiv
alexschleber
politoleri
ted_strauss
zzbar

Top Tweeters in G6:
sonirajan
michael12duncan
fortunemagazine
advisorboxmedia
termoneaa
eyesofangie
timeinc
telogical
abouidreez
raviromo

Top Tweeters in G7:
attcares
thestreet
alysiasarkisian
att
9a_zka
verizonwireless
thestreettv
verizon
dallasbiznews
verizoninsider

Top Tweeters in G8:
techspot
jscotto
kncampbell
cmkeck
deanperrine
matthewsabio
aemmons1016
vincentascolese
terrigoggins
mattpera1

Top Tweeters in G9:
economictimes
divinemagic14
pranjal923
beingansh3
ihimanshu20
cmuthukumar1959
provyyy
iamakarora
geetu_moza
smd310784

Top Tweeters in G10:
vinodshadija
smartivaan
sujatkamal9
dravirmani
gajamani
whencutwit
infra_vinayakch
anilagashe
miliindsosey
pankajamunde

Customized stop words: auction, spectrum

Search against NodeXL Graph Server for terms (spectrum auction) OR (incentive auction) OR (airwave auction)

Week 2
From (UTC) 11/22/2014 0:00
To (UTC) 11/29/2014 0:00

Vertex size: out-degree
Vertex color: betweenness centrality, blue to red
Recipes:
Recipe twitter blobs 3.05 search Dell.NodeXLOptions