strataconf Twitter NodeXL SNA Map and Report for 2014-02-03 09-42-35, 2/3/2014 5:44:39 PM, 16085


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strataconf Twitter NodeXL SNA Map and Report for 2014-02-03 09-42-35
strataconf Twitter NodeXL SNA Map and Report for 2014-02-03 09-42-35
From:
marc_smith
Uploaded on:
February 03, 2014
Description:
The graph represents a network of 640 Twitter users whose recent tweets contained "strataconf", taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 03 February 2014 at 17:42 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 38-minute period from Sunday, 26 January 2014 at 21:53 UTC to Monday, 03 February 2014 at 17:32 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: 640
Unique Edges: 1178
Edges With Duplicates: 446
Total Edges: 1624
Self-Loops: 113
Reciprocated Vertex Pair Ratio: 0.0688775510204082
Reciprocated Edge Ratio: 0.128878281622912
Connected Components: 67
Single-Vertex Connected Components: 46
Maximum Vertices in a Connected Component: 542
Maximum Edges in a Connected Component: 1517
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 2.694783
Graph Density: 0.00307365023474178
Modularity: 0.508466
NodeXL Version: 1.0.1.251

Top 10 Vertices, Ranked by Betweenness Centrality:
strataconf
oreillymedia
thedatacrunch
dataiku
alpinedatalabs
sasanalytics
zettaforce
bigdata
josemariasiota
tibco

Top URLs in Tweet in Entire Graph:
http://strataconf.com/strata2014/public/schedule/detail/33474
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts
https://medium.com/ipython-project/cac02e19901e
http://strataconf.com/strata2014/public/schedule/detail/33474?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://oreillynet.com/pub/e/2997?intcmp=il-strata-confreg-home-stsc14_feb4_olc_reg_tweet
http://strata.oreilly.com/2014/01/2013-data-science-salary-survey.html?cmp=tw-strata-free-article-lgen_salary_survey_strata_blogpost
http://strataconf.com/strata2014?cmp=tw-strata-confpro-home-stsc14_twitter_posts
http://strata.oreilly.com/2014/01/why-is-building-custom-recommender-systems-hard-does-it-have-to-be.html#more-61365
http://info.alpinenow.com/pig-workshop
http://strataconf.com/strata2014/public/schedule/detail/33169

Top URLs in Tweet in G1:
http://strataconf.com/strata2014?cmp=tw-strata-confpro-home-stsc14_twitter_posts
http://strata.oreilly.com/2014/01/2013-data-science-salary-survey.html?cmp=tw-strata-free-article-lgen_salary_survey_strata_blogpost
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/32289?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://twitchimp.com/user/ctoevents/cto-events
http://strataconf.com/strata2014/public/schedule/speaker/164910?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://revolutionanalytics.com/news-events/strata-conference-making-data-work
http://strataconf.com/strata2014/public/schedule/topic/1062?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/33761?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/33474?cmp=tw-strata-confreg-home-stsc14_twitter_posts

Top URLs in Tweet in G2:
http://www.tibco.com/company/news/releases/2014/press1316.jsp
http://www.sas.com/en_us/insights/big-data/hadoop.html#.UuqWOHpHfaM.twitter
http://oreillynet.com/pub/e/3000?cmp=tw-strata-webcast-lp-webcast_predictive_analytics,_machine_learning,_and_recommendation_systems_on_hadoop
http://www.oreillynet.com/pub/e/3000
http://www.meetup.com/Open-Data-Bay-Area/events/162021152/
http://oreillynet.com/pub/e/3000
http://strataconf.com/strata2014/public/content/hardcore-data-science
http://vimeo.com/85652492
http://strataconf.com/strata2014/public/schedule/detail/32284?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/33959

Top URLs in Tweet in G3:
http://strataconf.com/strata2014/public/schedule/detail/33474
https://medium.com/ipython-project/cac02e19901e
http://strataconf.com/strata2014/public/schedule/detail/33474?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/speaker/163286
http://atigeo.com/strataconf/
http://www.meetup.com/Accumulo-Users-DC/events/161086302/
http://strataconf.com/strata2014/public/schedule/detail/31982
http://strataconf.com/strata2014?cmp=tw-strata-confreg-home-stsc14_post_reg_tweet
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/33754?cmp=tw-strata-confreg-home-stsc14_twitter_posts

Top URLs in Tweet in G4:
http://oreillynet.com/pub/e/2997?intcmp=il-strata-confreg-home-stsc14_feb4_olc_reg_tweet
http://strataconf.com/strata2014?cmp=tw-strata-confreg-home-stsc14_post_reg_tweet
http://strataconf.com/strata2014
http://strataconf.com/
http://twitchimp.com/user/ctojobsite/cto-jobs
http://strataconf.com/strata2014/public/schedule/detail/33474
http://strataconf.com/strata2014/public/schedule/speaker/147852
http://twitchimp.com/user/seanmwalters/spongebrain
http://solidcon.com/
http://strataconf.com/strata2014/public/schedule/detail/33867

Top URLs in Tweet in G5:
http://strataconf.com/strata2014/public/schedule/detail/33542
http://strataconf.com/strata2014/public/schedule/detail/31982?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://alignedleft.com/talks
https://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=15727
http://strataconf.com/strata2014/public/content/hardcore-data-science
http://gigaom.com/2014/01/30/microsoft-ibm-and-much-ado-about-servers-and-how-the-future-will-and-wont-be-like-the-truman-show/?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/32289?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://info.alpinenow.com/pig-workshop
http://bit.ly/1aDlWtn
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts

Top URLs in Tweet in G6:
http://strata.oreilly.com/2014/01/why-is-building-custom-recommender-systems-hard-does-it-have-to-be.html#more-61365
http://strataconf.com/strata2014/public/content/office-hours
http://strata.oreilly.com/2014/01/what-i-use-for-data-visualization.html
http://strataconf.com/strata2014/public/schedule/detail/33474
http://strataconf.com/strata2014/public/schedule/detail/33983
https://www.youtube.com/watch?v=Oh9zvx31TMY&list=PLRu6_g339G-eoyFn1cY6amUXSlWe3-0hz
http://strata.oreilly.com/2014/01/what-i-use-for-data-visualization.html#more-61468
http://strataconf.com/strata2014/public/schedule/detail/33575?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/detail/32910
http://strataconf.com/strata2014/public/content/hardcore-data-science

Top URLs in Tweet in G7:
http://info.alpinenow.com/pig-workshop
http://www.campsite.org/bigdatacampsv/event/29
https://en.oreilly.com/strata2014/public/regwith/platfora20
http://strataconf.com/strata2014/public/schedule/detail/33600
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://www.bigdatacamp.org/siliconvalley
http://businessoverbroadway.com/the-big-picture-of-big-data-for-2014
https://www.facebook.com/photo.php?fbid=423292864472329&set=a.373337059467910.1073741829.210727425728875&type=1&theater
http://www.linkedin.com/slink?code=bndSAPZ
http://strataconf.com/strata2014/public/schedule/detail/32967

Top URLs in Tweet in G8:
http://strataconf.com/strata2014/public/schedule/detail/33169
http://strataconf.com/strata2014/public/schedule/speaker/106872?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://t.co/Af2aQm3IKY
http://strataconf.com/strata2014/public/schedule/detail/33482?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://strataconf.com/strata2014/public/schedule/topic/Data%20Driven%20Business
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts

Top URLs in Tweet in G9:
http://oreillynet.com/pub/e/2997?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://postscapes.com/internet-of-things-award/diy/
http://strataconf.com/strata2014/public/schedule/topic/Data%20Driven%20Business
http://strata.oreilly.com/2014/01/2013-data-science-salary-survey.html?cmp=tw-strata-free-article-lgen_salary_survey_strata_blogpost
http://strataconf.com/strata2014/public/schedule/detail/33761?cmp=tw-strata-confreg-home-stsc14_twitter_posts
https://infocus.emc.com/william_schmarzo/big-ideas-big-data-business-model-maturity-index/
http://strataconf.com/strata2014/public/schedule/detail/33686?cmp=tw-strata-confreg-home-stsc14_twitter_posts
http://oreillynet.com/pub/e/2997?utm_content=buffer1146a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
http://strataconf.com/strata2014/public/schedule/detail/33542
http://blog.ted.com/2014/01/28/in-conversation-salman-khan-sebastian-thrun-talk-online-education/

Top URLs in Tweet in G10:
http://okt.to/jU2uJs
http://learn.zoomdata.com/ZoomdataClouderaHappyHour
http://www.datanami.com/datanami/2014-01-17/zooming_through_historical_data_with_streaming_micro_queries.html
http://www.meetup.com/Accumulo-Users-DC/events/161086302/

Top Domains in Tweet in Entire Graph:
strataconf.com
oreilly.com
oreillynet.com
medium.com
alpinenow.com
twitchimp.com
tibco.com
campsite.org
t.co
sas.com

Top Domains in Tweet in G1:
strataconf.com
oreilly.com
oreillynet.com
twitchimp.com
revolutionanalytics.com
medium.com
rebelmouse.com
meetup.com
eventbrite.com
gigaom.com

Top Domains in Tweet in G2:
tibco.com
oreillynet.com
sas.com
strataconf.com
meetup.com
vimeo.com

Top Domains in Tweet in G3:
strataconf.com
medium.com
atigeo.com
meetup.com
oreillynet.com

Top Domains in Tweet in G4:
strataconf.com
oreillynet.com
twitchimp.com
solidcon.com
bizinfomall.org

Top Domains in Tweet in G5:
strataconf.com
alignedleft.com
nodexlgraphgallery.org
gigaom.com
alpinenow.com
bit.ly
oreillynet.com
medium.com

Top Domains in Tweet in G6:
oreilly.com
strataconf.com
youtube.com

Top Domains in Tweet in G7:
alpinenow.com
strataconf.com
campsite.org
oreilly.com
oreillynet.com
bigdatacamp.org
businessoverbroadway.com
facebook.com
linkedin.com
t.co

Top Domains in Tweet in G8:
strataconf.com
t.co
oreillynet.com

Top Domains in Tweet in G9:
oreillynet.com
strataconf.com
postscapes.com
oreilly.com
emc.com
ted.com

Top Domains in Tweet in G10:
okt.to
zoomdata.com
datanami.com
meetup.com

Top Hashtags in Tweet in Entire Graph:
Strataconf
strataconf
BigData
bigdata
StrataConf
Data
Python
Analytics
hadoop
IPython

Top Hashtags in Tweet in G1:
Strataconf
BigData
bigdata
machinelearning
Data
makingdatawork
Python
DataScience
Rstats
PyData

Top Hashtags in Tweet in G2:
strataconf
MachineLearning
BigData
StrataConf
SAS
HDF5
Hadoop
Python
Analytics
Strataconf

Top Hashtags in Tweet in G3:
strataconf
Strataconf
IPython
pydata
python
datascience
ParisDataGeeks
Accumulo
bigdata
Data

Top Hashtags in Tweet in G4:
strataconf
Strataconf
bigdata
BigData
datascience
analytics
BestOf
sap
Job
ThroughGlass

Top Hashtags in Tweet in G5:
BigData
strataconf
Analytics
Strataconf
BusinessIntelligence
FS
IPython
d3js
DataScience
BI

Top Hashtags in Tweet in G6:
GraphLab
strataconf
Python
dataviz
machinelearning
python
cloudcomputing
Data
ParisDataGeeks
Strataconf

Top Hashtags in Tweet in G7:
strataconf
Pig
StrataConf
hadoop
bigdata
BigData
Strataconf
Data
Analytics
ApachePig

Top Hashtags in Tweet in G8:
Strataconf
Data
learning
BigData
designthinking
DataScientists

Top Hashtags in Tweet in G9:
Strataconf
designthinking
DataScientists
Data
strataconf
BigData
R

Top Hashtags in Tweet in G10:
strataconf
StrataConf
BigData
strata
Accumulo

Top Words in Tweet in Entire Graph:
strataconf
data
bigdata
feb
2014
http
santa
clara
see
out

Top Words in Tweet in G1:
strataconf
data
http
2014
out
salary
science
more
tools
2

Top Words in Tweet in G2:
strataconf
oreillymedia
books
http
machinelearning
w
webcast
meetup
bigdata
data

Top Words in Tweet in G3:
strataconf
startup
showcase
see
dataiku
ellisonbg
bigdata
ogrisel
feb
koverse

Top Words in Tweet in G4:
strataconf
2014
strata
santa
clara
feb
up
preview
4
sign

Top Words in Tweet in G5:
strataconf
bigdata
tutorial
next
data
analytics
datascience
john4man
kirkdborne
businessintelligence

Top Words in Tweet in G6:
strataconf
bigdata
graphlab
python
recommender
system
graphlabteam
learn
build
scratch

Top Words in Tweet in G7:
strataconf
pig
feb
mapr
workshop
10th
join
alpinedatalabs
roast
data

Top Words in Tweet in G8:
strataconf
jakeporway
drewconway
data
rayidghani
keynote
tech
enthusiast
founder
datakind

Top Words in Tweet in G9:
strataconf
data
acroll
online
deanmalmgren
dsatweet
feb
4
designthinking
dummies

Top Words in Tweet in G10:
strataconf
zoomdata
cloudera
2
12
attending
santa
clara
join
7pm

Top Word Pairs in Tweet in Entire Graph:
strataconf,2014
santa,clara
strataconf,strataconf
startup,showcase
strataconf,startup
data,science
feb,11
feb,4
sign,up
2,weeks

Top Word Pairs in Tweet in G1:
strataconf,2014
strataconf,strataconf
data,science
salary,report
less,2
2,weeks
2014,less
weeks,spot
spot,before
before,sells

Top Word Pairs in Tweet in G2:
oreillymedia,books
strataconf,2014
strataconf,machinelearning
machinelearning,oreillymedia
books,raffled
raffled,tonight
tonight,'quantitative
'quantitative,investing'
investing',meetup
meetup,w

Top Word Pairs in Tweet in G3:
startup,showcase
strataconf,startup
nice,overview
overview,pydata
pydata,talks
talks,strataconf
strataconf,ellisonbg
ellisonbg,sessions
sessions,ogrisel
ogrisel,wesmckinn

Top Word Pairs in Tweet in G4:
santa,clara
feb,4
strata,santa
clara,2014
2014,preview
sign,up
4,strata
covering,hot
hot,topics
topics,strataconf

Top Word Pairs in Tweet in G5:
strataconf,next
bigdata,analytics
analytics,businessintelligence
businessintelligence,fs
fs,datasciencectrl
datasciencectrl,bisoftwarenews
bisoftwarenews,informationweek
informationweek,strataconf
strataconf,upsearchbi
giving,tutorial

Top Word Pairs in Tweet in G6:
graphlab,python
recommender,system
python,strataconf
learn,build
build,recommender
system,scratch
scratch,graphlab
strataconf,bigdata
graphlabteam,learn
strataconf,office

Top Word Pairs in Tweet in G7:
feb,10th
pig,workshop
santa,clara
wait,strataconf
strataconf,join
join,alpinedatalabs
alpinedatalabs,mapr
mapr,pig
workshop,unconference
unconference,feb

Top Word Pairs in Tweet in G8:
strataconf,drewconway
drewconway,rayidghani
strataconf,jakeporway
tech,enthusiast
enthusiast,founder
founder,datakind
datakind,keynote
keynote,'data
'data,good'
good',strataconf

Top Word Pairs in Tweet in G9:
online,strataconf
strataconf,acroll
strataconf,feb
feb,4
4,online
acroll,designthinking
designthinking,dummies
dummies,datascientists
datascientists,deanmalmgren
deanmalmgren,dsatweet

Top Word Pairs in Tweet in G10:
2,12
attending,strataconf
strataconf,santa
santa,clara
clara,join
12,7pm
join,zoomdata
zoomdata,wed
wed,2
7pm,cocktails

Top Replied-To in Entire Graph:
strataconf
olgabot
rosannehaggerty
rayidghani
almostskate
datahero
jakeporway
pacoid
davenielsen
hadoopdaily

Top Replied-To in G1:
strataconf
olgabot
rosannehaggerty
almostskate
furukama
datahero
quicksorter
ivan_d
sallyhadidi
jadler

Top Replied-To in G2:
strataconf
hivedata
tibcospotfire
mshron

Top Replied-To in G3:
atigeo
koverse
datahero

Top Replied-To in G5:
marc_smith

Top Replied-To in G6:
bigdata
graphlabteam

Top Replied-To in G7:
kirkdborne
hadoopdaily
davenielsen
synerscope
strataconf
hspter

Top Replied-To in G8:
rayidghani
jakeporway
mikey007mike

Top Mentioned in Entire Graph:
strataconf
bigdata
oreillymedia
jakeporway
ellisonbg
acroll
dataiku
ogrisel
drewconway
alpinedatalabs

Top Mentioned in G1:
strataconf
stevengustafson
oreillymedia
bigdata
predictivesc
drbonnie360
conradcarlberg
pacoid
kimsted
cameranhetrick

Top Mentioned in G2:
strataconf
oreillymedia
mattquinn
tibco
quantcast
davidandrzej
sasanalytics
hivedata
meetup
rjurney

Top Mentioned in G3:
strataconf
ellisonbg
dataiku
ogrisel
bigdata
wesmckinn
pwang
datahero
koverse
synerscope

Top Mentioned in G5:
strataconf
john4man
kirkdborne
datasciencectrl
bisoftwarenews
informationweek
upsearchbi
ellison
marcusborba
b

Top Mentioned in G6:
strataconf
bigdata
hadleywickham
jeffrey_heer
graphlabteam
matei_zaharia
joe_hellerstein
ben_fry
lmeyerov
andykonwinski

Top Mentioned in G7:
strataconf
alpinedatalabs
mapr
gopivotal
jshorwitz
pig
acroll
bigdatacamp
bobehayes
hadoopdaily

Top Mentioned in G8:
strataconf
jakeporway
drewconway
rayidghani
datakind
acroll
ramonapierson
declarapl
timoreilly
dbness

Top Mentioned in G9:
strataconf
acroll
deanmalmgren
dsatweet
edd
datasensinglab
doubleocherry
markmadsen
mstringer
infochimps

Top Mentioned in G10:
zoomdata
cloudera
strataconf
loribrent
btigerventures
koverse

Top Tweeters in Entire Graph:
de_li_yang
datachick
john_siracusa
bigfatlotteries
billnigh
znmeb
data_nerd
wp3_crew
rizarozie
agussipriwahid

Top Tweeters in G1:
de_li_yang
datachick
john_siracusa
bigfatlotteries
rizarozie
agussipriwahid
sinow
hafiez301
dominiquevanpee
asyrafcloud

Top Tweeters in G2:
rjurney
oreillymedia
sasanalytics
kristinevick
tibcospotfire
tibco
oreillyug
meetup
lovemylifelucky
bniemannsr

Top Tweeters in G3:
cgranade
gawbul
jbfavre
matthew_meadows
ncoghlan_dev
x1alejandro3x
rdhyee
ogrisel
duke_speaks
wesmckinn

Top Tweeters in G4:
znmeb
suzu_v
valb00
mparaz
datajunkie
melmuchransyah
ispeakanalytics
mat_kelcey
raygallon
blujconcepts

Top Tweeters in G5:
data_nerd
pricespy
gigaom
informationweek
bisoftwarenews
jackwmson
mailchimp
albertocairo
arnicas
kirkdborne

Top Tweeters in G6:
zkancs
noahi
hadleywickham
teri_dbc
sqlservian
bigdata
ginablaber
phildroberts
joe_hellerstein
ben_fry

Top Tweeters in G7:
wired
jawbone
hspter
brunoaziza
bobehayes
fivethirtyeight
felienne
splunk
cwensel
davenielsen

Top Tweeters in G8:
timoreilly
chrisdiehl
drewconway
soafaq
mikeloukides
lynnlangit
dbness
mikeolson
thesocialpitt
mludloff

Top Tweeters in G9:
carloshdzlozano
felipebastosjr
clareconway
nordicgeo
markmadsen
acroll
jcook21
edd
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