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AWS-3 auction, week 4: Twitter NodeXL SNA Map and Report
AWS-3 auction, week 4: 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: 570
Unique Edges: 562
Edges With Duplicates: 387
Total Edges: 949
Self-Loops: 483
Reciprocated Vertex Pair Ratio: 0.0148809523809524
Reciprocated Edge Ratio: 0.0293255131964809
Connected Components: 342
Single-Vertex Connected Components: 297
Maximum Vertices in a Connected Component: 141
Maximum Edges in a Connected Component: 410
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.375882
Graph Density: 0.00105139826719699
Modularity: 0.451486
NodeXL Version: 1.0.1.334

Top 10 Vertices, Ranked by Betweenness Centrality:
fcc
4gspectrum
rcrwirelessnews
ctia
natesafety
berinszoka
fiercewireless
eggerton
cambiumnetworks
synergywireless

Top URLs in Tweet in Entire Graph:
http://econ.st/1zTWebV
http://bit.ly/1vwnl8t
http://econ.st/1G41n2X
http://bit.ly/1zcGzpB
http://www.fcc.gov/document/fcc-seeks-input-incentive-auction-procedures
http://timesofindia.indiatimes.com/tech/tech-news/Government-hopes-to-have-enough-spectrum-for-auction/articleshow/45393588.cms
http://ift.tt/1z6kHvY
http://www.fiercewireless.com/story/fcc-tentatively-sets-price-125-mhz-pop-600-mhz-spectrum-reserved-bidding-st/2014-12-12?utm_source=Twitter&utm_medium=Editor&utm_campaign=SocialMedia
http://ow.ly/FKkSK
http://www.fcc.gov/article/doc-330994a5

Top URLs in Tweet in G1:
http://econ.st/1zTWebV
http://econ.st/1G41n2X
http://bit.ly/1zcGzpB
http://ift.tt/1z6kHvY
http://bit.ly/1zw9DIH
http://bit.ly/1s4DM16
http://econ.st/1zTWgAm
http://bit.ly/12yiOvq
http://bit.ly/1GjUt9G
http://ift.tt/162bFG3

Top URLs in Tweet in G2:
http://www.fcc.gov/document/fcc-seeks-input-incentive-auction-procedures
http://www.fcc.gov/article/doc-330994a5
http://tinyurl.com/lzckk38
http://bit.ly/1AXkI4X
http://po.st/DoW0AM
http://lnkd.in/bPTsQ7f
http://bit.ly/1umOTOg
http://bit.ly/1yPHD2K
http://bit.ly/162X0KL
http://bit.ly/1yvDEog

Top URLs in Tweet in G3:
http://www.fcc.gov/live
http://apps.fcc.gov/ecfs/document/view?id=60000989744
http://bit.ly/13dfCGD
http://apps.fcc.gov/ecfs/document/view?id=60000991579
http://ow.ly/FvEoH
http://ow.ly/FwZNA
https://www.politicopro.com/story/tech/?id=41694
http://apps.fcc.gov/ecfs/proceeding/view?name=12-268
http://www.fcc.gov/document/fcc-seeks-input-incentive-auction-procedures

Top URLs in Tweet in G4:
http://www.fiercewireless.com/story/fcc-tentatively-sets-price-125-mhz-pop-600-mhz-spectrum-reserved-bidding-st/2014-12-12?utm_source=Twitter&utm_medium=Editor&utm_campaign=SocialMedia
http://www.btigresearch.com/2014/12/04/verizons-accelerated-spectrum-usage-could-provide-clues-to-the-rising-value-of-the-fcc-auction/
http://bit.ly/12YkC1N
http://bit.ly/12Yl5B1
http://ow.ly/i/7UwRd
http://www.economist.com/news/business/21636049-auction-wireless-spectrum-has-led-feeding-frenzy-airwaves
http://www.fiercewireless.com/story/fcc-tentatively-sets-price-125-mhz-pop-600-mhz-spectrum-reserved-bidding-st/2014-12-12?utm_campaign=SocialMedia
http://www.fiercewireless.com/story/nab-expresses-concerns-fcc-over-how-broadcasters-will-be-moved-around-incen/2014-12-08?utm_campaign=SocialMedia
https://www.politicopro.com/story/tech/?id=41517
http://www.rcrwireless.com/20141210/policy/fcc-spectrum-auction-garners-new-life-surges-past-42-8b-tag2

Top URLs in Tweet in G5:
http://bit.ly/1vwnl8t
http://www.rcrwireless.com/20141208/policy/fcc-spectrum-auction-surpasses-41-5b-as-bids-continue-to-slow-tag2
http://bit.ly/1Azw9iY
http://www.fiercewireless.com/story/fcc-tentatively-sets-price-125-mhz-pop-600-mhz-spectrum-reserved-bidding-st/2014-12-12?utm_campaign=SocialMedia
http://www.fiercewireless.com/story/nab-expresses-concerns-fcc-over-how-broadcasters-will-be-moved-around-incen/2014-12-08?utm_campaign=SocialMedia
http://ow.ly/FOfR4

Top URLs in Tweet in G6:
http://ow.ly/FKkSK
http://bit.ly/1zGuY0m
http://wp.me/p3tuOm-1Wk
http://bit.ly/1zIJHd6
http://bit.ly/138bVlq

Top URLs in Tweet in G7:
http://mintne.ws/1ukciyZ
http://bit.ly/1B7ESJy

Top URLs in Tweet in G8:
http://www.multichannel.com/news/content/fcc-extends-comment-deadline-auction-bidding-nprm/386193

Top URLs in Tweet in G9:
http://timesofindia.indiatimes.com/tech/tech-news/Government-hopes-to-have-enough-spectrum-for-auction/articleshow/45393588.cms

Top URLs in Tweet in G10:
http://tarificawirelesstoday.blogspot.com/2014/11/us-spectrum-auction-breaks-record.html?spref=tw

Top Domains in Tweet in Entire Graph:
bit.ly
econ.st
dlvr.it
ow.ly
fcc.gov
ift.tt
tinyurl.com
goo.gl
indiatimes.com
fiercewireless.com

Top Domains in Tweet in G1:
bit.ly
econ.st
dlvr.it
ift.tt
goo.gl
ow.ly
tinyurl.com
wp.me
newslocker.com
lnkd.in

Top Domains in Tweet in G2:
fcc.gov
bit.ly
fiercewireless.com
tinyurl.com
po.st
lnkd.in
indiatimes.com
multichannel.com
ow.ly

Top Domains in Tweet in G3:
fcc.gov
ow.ly
bit.ly
politicopro.com

Top Domains in Tweet in G4:
fiercewireless.com
btigresearch.com
bit.ly
ow.ly
economist.com
politicopro.com
rcrwireless.com
telecomreseller.com

Top Domains in Tweet in G5:
bit.ly
rcrwireless.com
fiercewireless.com
ow.ly

Top Domains in Tweet in G6:
bit.ly
ow.ly
wp.me

Top Domains in Tweet in G7:
mintne.ws
bit.ly

Top Domains in Tweet in G8:
multichannel.com

Top Domains in Tweet in G9:
indiatimes.com

Top Domains in Tweet in G10:
blogspot.com

Top Hashtags in Tweet in Entire Graph:
spectrum
fcc
fcclive
aws3
news
business
telecom
tech
android
technology

Top Hashtags in Tweet in G1:
news
business
telecom
fcc
spectrum
technology
mobile
economist
tech
hongkong

Top Hashtags in Tweet in G2:
fcclive
spectrum
fcc
aws3
tv
cbs
airwaves
auction
broadband
wireless

Top Hashtags in Tweet in G3:
aws3
spectrum
erate
pcell
fcclive
titleii
fcc

Top Hashtags in Tweet in G4:
stage2
lte
aws3
fcc
aws
spectrum
publicsafety
firstnet

Top Hashtags in Tweet in G5:
fcc
wirelessdesign

Top Words in Tweet in Entire Graph:
fcc
incentive
mhz
telecom
aws
mobile
america
billion
2
price

Top Words in Tweet in G1:
fcc
telecom
mobile
america
operators
aws
hopes
t
s
price

Top Words in Tweet in G2:
incentive
fcc
ajitpaifcc
fcclive
idea
complexity
hbuskirk
fcc's
simplicity
rules

Top Words in Tweet in G3:
fcc
aws3
round
mhz
2
pop
paired
mathematica
now
automated

Top Words in Tweet in G4:
fcc
1
mhz
billion
waltbtig
incentive
price
'reserved'
600
tmus

Top Words in Tweet in G5:
fcc
rcrwirelessnews
surpasses
41
5b
aution
6th
round
via
vertixconsult

Top Words in Tweet in G6:
ctia
fcc
aws
billion
incentive
42
statement
public
notice
released

Top Words in Tweet in G7:
pmo
sources
et
now
meet
dot
defence
min
decide
pricing

Top Words in Tweet in G8:
incentive
fcc
broadcast
eggerton
appears
now
targeting
clearing
84
mhz

Top Words in Tweet in G9:
government
hopes
enough
ravi
shankar
prasad
timesofindia

Top Word Pairs in Tweet in Entire Graph:
mhz,pop
government,hopes
surpasses,41
fcc,aws3
america,s
telecom,commission
base,price
hopes,enough
telecoms,america
america,airwaves

Top Word Pairs in Tweet in G1:
america,s
mobile,operators
government,hopes
telecoms,america
america,airwaves
base,price
telecom,commission
hopes,enough
france,plans
surpasses,41

Top Word Pairs in Tweet in G2:
complexity,ajitpaifcc
idea,simplicity
hate,see
see,idea
idea,complexity
fcc's,idea
simplicity,hate
ajitpaifcc,byzantine
incentive,rules
berinszoka,fcc's

Top Word Pairs in Tweet in G3:
fcc,aws3
mhz,pop
pop,automated
automated,mathematica
average,rate
aws3,paired
paired,now
now,valued
rate,paired
paired,2

Top Word Pairs in Tweet in G4:
600,mhz
1,billion
fcc,tentatively
tentatively,sets
sets,price
price,1
1,25
25,per
per,mhz
mhz,pop

Top Word Pairs in Tweet in G5:
surpasses,41
41,5b
fcc,aution
aution,surpasses
5b,6th
6th,round
round,via
via,rcrwirelessnews
vertixconsult,fcc
rcrwirelessnews,fcc

Top Word Pairs in Tweet in G6:
42,billion
ctia,statement
statement,incentive
incentive,public
public,notice
notice,released
released,today
today,fcc
fcc,open
open,meeting

Top Word Pairs in Tweet in G7:
sources,et
et,now
now,pmo
pmo,meet
meet,dot
dot,defence
defence,min
min,decide
decide,pricing
pricing,pmo

Top Word Pairs in Tweet in G8:
broadcast,incentive
eggerton,fcc
fcc,appears
appears,now
now,targeting
targeting,clearing
clearing,84
84,mhz
mhz,broadcast
incentive,framework

Top Word Pairs in Tweet in G9:
government,hopes
hopes,enough
enough,ravi
ravi,shankar
shankar,prasad
timesofindia,government

Top Replied-To in Entire Graph:
fcc
madanjag
pr_antok
maglancapital
austinmjancan
alexmaxham
rahulgrover88
alyssa_milano
tmfassociates
thejaggi

Top Replied-To in G2:
nabtweets

Top Replied-To in G3:
fcc
madanjag
jrosenworcel
austinmjancan
maglancapital

Top Replied-To in G4:
tmfassociates

Top Replied-To in G5:
rcrwirelessnews

Top Mentioned in Entire Graph:
fcc
ajitpaifcc
rcrwirelessnews
hbuskirk
eggerton
berinszoka
jrosenworcel
vertixconsult
ctia
waltbtig

Top Mentioned in G1:
thenewshype
striderpatwari
nai_dunia
mikekister

Top Mentioned in G2:
ajitpaifcc
hbuskirk
fcc
berinszoka
jrosenworcel
eggerton
sawilkus
iiabroadband
geoffmanne
mikeofcc

Top Mentioned in G3:
fcc
tomwheelerfcc
sawilkus
maglancapital
austinmjancan
stevenjcrowley
ipolicy
gigibsohnfcc
brendancarrfcc
eggerton

Top Mentioned in G4:
fcc
waltbtig
fiercewireless
braxtoncarter
16ash61
ccassociationdc
natesafety
milanmilanovic
ctia
sawilkus

Top Mentioned in G5:
rcrwirelessnews
vertixconsult
natesafety
wirelessdesign
fcc

Top Mentioned in G6:
ctia
bcbeat

Top Mentioned in G7:
economictimes
livemint

Top Mentioned in G8:
eggerton

Top Mentioned in G9:
timesofindia

Top Mentioned in G10:
tarifica
att
verizonwireless
attcares
verizon
verizoninsider

Top Tweeters in Entire Graph:
paijwar
fortraders
danny_taylor68
axelfinance
attcares
cnbctv18live
_hajmie
jbkavungal
amitnimade
ichaitany

Top Tweeters in G1:
paijwar
fortraders
danny_taylor68
axelfinance
_hajmie
jbkavungal
amitnimade
ichaitany
ashikonfire
kazi_usa

Top Tweeters in G2:
latimes
ideagov
timallenmdjd
adamgurri
senatorshoshana
altondrew
tedataca
gagnier
berinszoka
networklatamgr

Top Tweeters in G3:
jpnkevin_t
brettglass
stevenjcrowley
mrchase
deannecuellar
hopefrank
kwerb
imovement
fcc
garyshapiro

Top Tweeters in G4:
gigabytemag
fiercewireless
tonyromm
phonedog_cam
synergywireless
justtouchnfc
tmfassociates
stonefoxcapital
waltbtig
milanmilanovic

Top Tweeters in G5:
jhamby
rcrwirelessnews
jscotto
natesafety
kncampbell
wirelessdesign
cmkeck
deanperrine
matthewsabio
aemmons1016

Top Tweeters in G6:
dcarsoncpa_nyc
dcarsoncpa_ct
dcarsoncpa
dcarsoncpa_ma
dcarsoncpa_catx
bcbeat
wirelessweek
morganwick
technovinetv
llorenzesq

Top Tweeters in G7:
desinewsytweets
s_navroop
economictimes
livemint
gban14
ashishpandeynbt
tamilmani
bluz333
hshivakumar

Top Tweeters in G8:
b_fung
gnagesh
digitaleconoms
eggerton
jksholars
fauchairman
tvwhitespace
rshawreds
lsheltongross

Top Tweeters in G9:
timesofindia
innovativehindu
azuitshi
nelsoncardoz
adityazaveri
rizwanriaz98
jasvinderk14
chiragbchordia

Top Tweeters in G10:
attcares
att
verizonwireless
verizon
verizoninsider
arthurguth
tarifica

Customized stop words: auction, spectrum

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

Week 4
From (UTC) 12/6/2014 0:00
To (UTC) 12/13/2014 0:00

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