#bigdataprivacy Twitter NodeXL SNA Map and Report for Tuesday, 04 March 2014 at 01:32 UTC, 3/4/2014 1:35:31 AM, 17414


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#bigdataprivacy Twitter NodeXL SNA Map and Report for Tuesday, 04 March 2014 at 01:32 UTC
#bigdataprivacy Twitter NodeXL SNA Map and Report for Tuesday, 04 March 2014 at 01:32 UTC
From:
marc_smith
Uploaded on:
March 04, 2014
Description:
The graph represents a network of 248 Twitter users whose recent tweets contained "#bigdataprivacy", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 04 March 2014 at 01:32 UTC.

The tweets in the network were tweeted over the 6-day, 10-hour, 29-minute period from Tuesday, 25 February 2014 at 14:36 UTC to Tuesday, 04 March 2014 at 01:06 UTC.

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 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 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: 248
Unique Edges: 523
Edges With Duplicates: 453
Total Edges: 976
Self-Loops: 205
Reciprocated Vertex Pair Ratio: 0.0416666666666667
Reciprocated Edge Ratio: 0.08
Connected Components: 13
Single-Vertex Connected Components: 7
Maximum Vertices in a Connected Component: 229
Maximum Edges in a Connected Component: 960
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.957011
Graph Density: 0.00979495886117278
Modularity: 0.359753
NodeXL Version: 1.0.1.319

Top 10 Vertices, Ranked by Betweenness Centrality:
whitehouseostp
mit
mit_csail
steve_lockstep
aureliepols
dbarthjones
digiphile
stannenb
djweitzner
mikaelf

Top URLs in Tweet in Entire Graph:
http://web.mit.edu/bigdata-priv/webcast.html
http://www.commerce.gov/news/secretary-speeches/2014/03/03/us-secretary-commerce-penny-pritzker-delivers-remarks-mit
http://web.mit.edu/bigdata-priv/agenda.html
http://www.whitehouse.gov/blog/2014/02/24/privacy-workshop-explore-big-data-opportunities-challenges
http://www.nytimes.com/glogin?mobile=1&URI=http%3A%2F%2Fmobile.nytimes.com%2F2014%2F03%2F03%2Ftechnology%2Fwhen-start-ups-dont-lock-the-doors.html
http://www.techrepublic.com/article/privacy-concerns-about-data-collection-may-lead-to-dumbing-down-smart-devices/
http://m.technologyreview.com/news/525131/intel-designs-a-safe-meeting-place-for-private-data/
http://thedatamap.org
http://www.foreignaffairs.com/articles/140741/craig-mundie/privacy-pragmatism
http://www.cs.ucdavis.edu/~franklin/ecs289/2010/dwork_2008.pdf

Top URLs in Tweet in G1:
http://web.mit.edu/bigdata-priv/webcast.html
http://thedatamap.org
http://www.foreignaffairs.com/articles/140741/craig-mundie/privacy-pragmatism
https://blogs.law.harvard.edu/billofhealth/2013/10/02/ethical-concerns-conduct-and-public-policy-for-re-identification-and-de-identification-practice-part-3-re-identification-symposium/
http://www.cs.ucdavis.edu/~franklin/ecs289/2010/dwork_2008.pdf
http://web.mit.edu/bigdata-priv/agenda.html
http://equalfuture.us/2014/02/26/chicago-police/
http://www.stanfordlawreview.org/online/privacy-and-big-data/buying-and-selling-privacy
http://www.cs.utexas.edu/~shmat/netflix-faq.html
http://www.futureofprivacy.org/wp-content/uploads/Brookman-Why-Collection-Matters.pdf

Top URLs in Tweet in G2:
http://www.commerce.gov/news/secretary-speeches/2014/03/03/us-secretary-commerce-penny-pritzker-delivers-remarks-mit
http://web.mit.edu/bigdata-priv/webcast.html
http://www.whitehouse.gov/blog/2014/02/24/privacy-workshop-explore-big-data-opportunities-challenges
http://www.msnbc.com/morning-joe/watch/commerce-dept-focuses-on-job-creation-179963459586
http://web.mit.edu/newsoffice/2014/white-house-to-co-host-workshop-at-mit-on-big-data-and-privacy.html
http://www.wired.com/wiredenterprise/2014/03/jeeves/?utm_content=bufferb13fe&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://en.m.wikipedia.org/wiki/Herman_Hollerith
http://www.scotsman.com/news/data-privacy-the-big-challenge-in-healthcare-1-3325980#.UxSNbU53b08.twitter
http://lawreview.colorado.edu/wp-content/uploads/2013/11/13.-Wu_710_s.pdf
https://en.wikipedia.org/wiki/Francis_Amasa_Walker

Top URLs in Tweet in G3:
http://web.mit.edu/bigdata-priv/webcast.html
http://www.cmu.edu/simon/datalab/
http://www.commerce.gov/news/secretary-speeches/2014/03/03/us-secretary-commerce-penny-pritzker-delivers-remarks-mit

Top URLs in Tweet in G4:
http://web.mit.edu/bigdata-priv/webcast.html
http://web.mit.edu/bigdata-priv/agenda.html
http://thedatamap.org/
https://www.constellationr.com/content/strengths-and-weaknesses-data-privacy-age-big-data
http://lockstep.com.au/blog/2012/10/29/not-too-late-for-privacy
http://lockstep.com.au/blog/2011/01/26/public-yet-still-private
http://www.cs.ucdavis.edu/~franklin/ecs289/2010/dwork_2008.pdf
http://www.commerce.gov/news/secretary-speeches/2014/03/03/us-secretary-commerce-penny-pritzker-delivers-remarks-mit
http://www.msnbc.com/morning-joe/watch/commerce-dept-focuses-on-job-creation-179963459586
http://www.ecitizen.tv/2014/01/this-is-your-identity-on-big-data.html

Top URLs in Tweet in G5:
http://m.technologyreview.com/news/525131/intel-designs-a-safe-meeting-place-for-private-data/
http://www.nytimes.com/glogin?mobile=1&URI=http%3A%2F%2Fmobile.nytimes.com%2F2014%2F03%2F03%2Ftechnology%2Fwhen-start-ups-dont-lock-the-doors.html
http://www.techrepublic.com/article/privacy-concerns-about-data-collection-may-lead-to-dumbing-down-smart-devices/
http://en.wikipedia.org/wiki/Federal_Information_Processing_Standards
http://towcenter.org/blog/the-effects-of-mass-surveillance-on-journalism/
http://radar.oreilly.com/2013/04/predictive-big-data-analytics-privacy.html
http://web.mit.edu/bigdata-priv/webcast.html

Top URLs in Tweet in G6:
http://web.mit.edu/bigdata-priv/webcast.html?utm_source=hootsuite&utm_campaign=hootsuite
http://tech.mit.edu/V134/N8/fsilg.html
http://web.mit.edu/bigdata-priv/webcast.html
http://www.nytimes.com/glogin?mobile=1&URI=http%3A%2F%2Fmobile.nytimes.com%2F2014%2F03%2F03%2Ftechnology%2Fwhen-start-ups-dont-lock-the-doors.html
http://www.techrepublic.com/article/privacy-concerns-about-data-collection-may-lead-to-dumbing-down-smart-devices/

Top URLs in Tweet in G7:
http://web.mit.edu/bigdata-priv/webcast.html
http://web.mit.edu/bigdata-priv/agenda.html

Top URLs in Tweet in G8:
http://www.commvault.com/news/blogs/437-commvault-software-helps-protect-real-time-analytics-environments

Top Domains in Tweet in Entire Graph:
mit.edu
commerce.gov
wikipedia.org
whitehouse.gov
nytimes.com
thedatamap.org
techrepublic.com
technologyreview.com
foreignaffairs.com
ucdavis.edu

Top Domains in Tweet in G1:
mit.edu
thedatamap.org
foreignaffairs.com
wikipedia.org
harvard.edu
ucdavis.edu
equalfuture.us
stanfordlawreview.org
utexas.edu
futureofprivacy.org

Top Domains in Tweet in G2:
commerce.gov
mit.edu
whitehouse.gov
msnbc.com
wikipedia.org
wired.com
scotsman.com
colorado.edu
nytimes.com
techrepublic.com

Top Domains in Tweet in G3:
mit.edu
cmu.edu
commerce.gov

Top Domains in Tweet in G4:
mit.edu
ecitizen.tv
thedatamap.org
com.au
constellationr.com
ucdavis.edu
commerce.gov
msnbc.com

Top Domains in Tweet in G5:
technologyreview.com
nytimes.com
techrepublic.com
wikipedia.org
towcenter.org
oreilly.com
mit.edu

Top Domains in Tweet in G6:
mit.edu
nytimes.com
techrepublic.com

Top Domains in Tweet in G7:
mit.edu

Top Domains in Tweet in G8:
commvault.com

Top Hashtags in Tweet in Entire Graph:
bigdataprivacy
privacy
mit
bigdata
mass_tech
infoaccountability
iot
pbd
pii
nsa

Top Hashtags in Tweet in G1:
bigdataprivacy
privacy
mit
bigdata
infoaccountability
cambma
differentialprivacy
edx
iot
foreignaffairs

Top Hashtags in Tweet in G2:
bigdataprivacy
bigdata
mit
privacy
mass_tech
infoaccountability
health
nsa
compliance
bigdatamit

Top Hashtags in Tweet in G3:
bigdataprivacy
mit
bigdata

Top Hashtags in Tweet in G4:
bigdataprivacy
privacy
bigdata
mass_tech
pbd
pii
hipaa
mit
bigdataidentity
newdealondata

Top Hashtags in Tweet in G5:
bigdataprivacy
privacy
iot

Top Hashtags in Tweet in G6:
bigdataprivacy
bigdata
privacy
iot

Top Hashtags in Tweet in G7:
bigdataprivacy
privacy
mit

Top Hashtags in Tweet in G8:
simpana
sap
hana
analytics
bigdataprivacy

Top Hashtags in Tweet in G9:
bigdataprivacy
seen

Top Hashtags in Tweet in G10:
bigdataprivacy

Top Words in Tweet in Entire Graph:
bigdataprivacy
privacy
data
mit
whitehouseostp
workshop
big
mit_csail
talk
pennypritzker

Top Words in Tweet in G1:
bigdataprivacy
privacy
data
big
mit
dwork
podesta
more
john
stannenb

Top Words in Tweet in G2:
bigdataprivacy
mit
pennypritzker
mit_csail
talk
whitehouseostp
workshop
data
mt
privacy

Top Words in Tweet in G3:
whitehouseostp
mit
bigdataprivacy
workshop
tune
live
starting
watch
9am
here

Top Words in Tweet in G4:
bigdataprivacy
privacy
data
mit
steve_lockstep
live
collection
bigdata
now
smwat

Top Words in Tweet in G5:
bigdataprivacy
data
digiphile
privacy
intel
designs
safe
meeting
place
private

Top Words in Tweet in G6:
bigdataprivacy
data
privacy
big
mit
workshop
white
house

Top Words in Tweet in G7:
bigdataprivacy
white
house
mit
privacy
workshop
2
watching
big
data

Top Words in Tweet in G9:
bigdataprivacy

Top Words in Tweet in G10:
data
university

Top Word Pairs in Tweet in Entire Graph:
big,data
whitehouseostp,mit
mit,workshop
bigdataprivacy,workshop
workshop,bigdataprivacy
tune,live
live,whitehouseostp
whitehouseostp,tune
john,podesta
differential,privacy

Top Word Pairs in Tweet in G1:
big,data
differential,privacy
john,podesta
cynthia,dwork
bigdataprivacy,event
privacy,bigdataprivacy
data,sets
2nd,big
big,policymaker
policymaker,takeaway

Top Word Pairs in Tweet in G2:
pennypritzker,mit
mit,talk
talk,business
business,university
university,leaders
leaders,bigdataprivacy
bigdataprivacy,principles
principles,trust
mit,mt
mt,mit_csail

Top Word Pairs in Tweet in G3:
whitehouseostp,mit
tune,live
live,whitehouseostp
mit,workshop
workshop,bigdataprivacy
whitehouseostp,tune
mit,whitehouseostp
watch,whitehouseostp
mit,bigdataprivacy
bigdataprivacy,workshop

Top Word Pairs in Tweet in G4:
outstanding,bigdata
bigdata,privacy
privacy,panel
panel,live
live,streaming
streaming,mit
mit,right
right,now
correlations,reveal
reveal,patterns

Top Word Pairs in Tweet in G5:
intel,designs
designs,safe
safe,meeting
meeting,place
place,private
private,data
data,tsimonite
tsimonite,lt
lt,potential
potential,bigdataprivacy

Top Word Pairs in Tweet in G6:
big,data
data,privacy
privacy,workshop
white,house
mit,bigdataprivacy

Top Word Pairs in Tweet in G7:
white,house
watching,white
house,mit
mit,big
big,data
data,privacy
privacy,workshop
workshop,video
video,agenda
adamthierer,watching

Top Replied-To in Entire Graph:
djweitzner
blairreeves
digiphile
mikaelf
andyhpalmer
joejerome
iotstockholm
chesterj1
andrewproia
pawal

Top Replied-To in G1:
djweitzner
joejerome
mikaelf
digiphile
iotstockholm
pawal
chesterj1
stannenb
mit
jv_kennedy

Top Replied-To in G2:
djweitzner
andyhpalmer

Top Replied-To in G5:
blairreeves
djweitzner

Top Replied-To in G8:
sapinmemory

Top Replied-To in G9:
informor
seentracker

Top Mentioned in Entire Graph:
mit
whitehouseostp
mit_csail
pennypritzker
stannenb
djweitzner
harlanyu
dbarthjones
digiphile
agarwaledu

Top Mentioned in G1:
stannenb
harlanyu
djweitzner
dbarthjones
mit_csail
mit
mikaelf
dispositive
joejerome
whitehouseostp

Top Mentioned in G2:
mit
pennypritzker
mit_csail
whitehouseostp
agarwaledu
morning_joe
hopley
djweitzner
stannenb
wired

Top Mentioned in G3:
whitehouseostp
mit
mit_csail
pennypritzker
scsatcmu
mitevents
ecampusnews

Top Mentioned in G4:
steve_lockstep
smwat
mit_csail
whitehouseostp
pennypritzker
hopley
karenkornbluh
batnib
stannenb
latanyasweeney

Top Mentioned in G5:
digiphile
tsimonite
johnpodesta
mit_csail
whitehouse
richelmore
claudiawilliams

Top Mentioned in G6:
mona_vernon

Top Mentioned in G7:
adamthierer
aureliepols
whitehouseostp

Top Mentioned in G8:
commvault

Top Mentioned in G10:
gigabarb
gigaom

Top Tweeters in Entire Graph:
datachick
digiphile
lawey
ohhsocialmedia
darnell_lockett
dominiquevanpee
ewrmadrid
brianmoran
gigaom
musiccloset2012

Top Tweeters in G1:
shyduroff
joebeone
gigabarb
pernillan
p2173
infomgmtexec
jahendler
privatelocknet
altheimlaw
copylinda

Top Tweeters in G2:
darnell_lockett
dominiquevanpee
ewrmadrid
brianmoran
musiccloset2012
ggheorghiu
wired
govillage
morning_joe
commercegov

Top Tweeters in G3:
datachick
lawey
mezgravis
sirtigerhai
inivisible
ayannamonte
casparbowden
jmillerwfed
oh_jorji
ecampusnews

Top Tweeters in G4:
jackwmson
holgermu
ifnhaa
steve_lockstep
futureidentity
robertspaige
augustmuench
apicot
orgnet
frumioj

Top Tweeters in G5:
digiphile
ohhsocialmedia
ianbrownoii
whitehouse
herr_arendt
rasushrestha
tnhh
ewhitmore
doccomltd
tsimonite

Top Tweeters in G6:
knieriemen
andrewlipstein
bsegalis
researchpays
micmickimo
iotobj
micosmin

Top Tweeters in G7:
adamthierer
iethics
jbsay
raekaaiyar
fortumconsultan

Top Tweeters in G8:
commvault
sapinmemory
terencehuggins

Top Tweeters in G9:
seenfeed
informor
seentracker

Top Tweeters in G10:
gigaom
mercuryglobal