20120815 nosql Twitter NodeXL SNA Map
20120815 nosql Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 16, 2012
Description:
The graph represents a network of 980 Twitter users whose recent tweets contained "nosql". The network was obtained on Wednesday, 15 August 2012 at 23:50 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 6-day period from Friday, 10 August 2012 at 02:51 UTC to Wednesday, 15 August 2012 at 23:40 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: 980
Unique Edges: 5404
Edges With Duplicates: 1092
Total Edges: 6496
Self-Loops: 1137
Reciprocated Vertex Pair Ratio: 0.289862455425369
Reciprocated Edge Ratio: 0.449447077409163
Connected Components: 150
Single-Vertex Connected Components: 137
Maximum Vertices in a Connected Component: 815
Maximum Edges in a Connected Component: 6293
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.328367
Graph Density: 0.00527818890579725
Modularity: 0.35302
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
alfamale156
mongodb
newsycombinator
al3xandru
DZone
JJRTaylor
YvesMulkers
imbigdata
elijahmanor
jameschesters

Top Replied-To in Entire Graph:
kellabyte
pedrovanzella
duyqtran
libel_vox
magnushagander
derrabus
kevsmith
yu_nosql
gallir
felclef

Top Replied-To in G1:
duyqtran
justinrohrman
starcounterdb
oracle
nosql_db
palendae
kiwicoder
jenit
girifox
tapthe90

Top Replied-To in G2:
derrabus
techsocialite
mongodb
maniksurtani
lucisferre
dezinezync
joeriks
martinhn
schultyy
bjoernschotte

Top Replied-To in G3:
kevsmith
kellabyte
timanglade
peschkaj
zippy1981
getlua
kan_g_74
xfactorcomms
cloudnician
sqldba

Top Replied-To in G4:
gallir
postpostgis
sikoshi
alanstevens
zinovy_dol
rezanachmad
croxton
picodix
ideamonk
eliot_l

Top Replied-To in G5:
libel_vox
oakwright
chrisjpowers
rybesh
maclemon

Top Replied-To in G6:
kellabyte
databasedave
ahmed505
blux
zendcasts
erakso

Top Replied-To in G7:
markofu
bsilverstrim77
georgevhulme
oreillymedia

Top Replied-To in G8:
4zangelo
pepitweet

Top Replied-To in G9:
magnushagander
devrimgunduz

Top Replied-To in G10:
tvdstorm

Top Mentioned in Entire Graph:
scalingbigdata
datastax
dzone
cloudexpo
nosqlmatters
maniksurtani
mastertheboss
newsycombinator
codejobs
nosqlweekly

Top Mentioned in G1:
scalingbigdata
cloudexpo
dzone
scoopit
nosqlmatters
toolsjournal
nosql_db
al3xandru
infinitegraph
tonyshaw

Top Mentioned in G2:
mastertheboss
maniksurtani
newsycombinator
benjamin
dzone
patbaumgartner
oehmiche
skillsmatter
demisbellot
cnurse

Top Mentioned in G3:
datastax
couchbase
bascule
justinsheehy
cloudconexpo
cloudant
nosqlrs
benemills
braintree
basho

Top Mentioned in G4:
youtube
zite
dr_morton
abhishekkant
computerworldjpさんから
wlaforest
melchleal
rackspace
kouga_
informit

Top Mentioned in G5:
greentechmedia
kurzweilainews
avcvanadium
aureliosisto
eventnook
rgeorge28
fluidops
greencanada
youtube
hipsterhacker

Top Mentioned in G6:
computerworldjpさんから
clochix
fbaligant
phpizer
scobleizer
dmerr
10gen
ali10gen
g3akk
mohdul

Top Mentioned in G7:
codebits
nosqlweekly
puentesarrin
marbaquero
microsoftazure
josedasilva
tobiastrelle
vvitaly
johanneshoppe
10gen

Top Mentioned in G8:
codejobs
eventos_ti
dzone

Top Mentioned in G9:
pichiliani
nosqlmatters
devrimgunduz
gporacle
mongodb
josepapo
slideshare
nosqlweekly
jasondavisfl

Top Mentioned in G10:
drkrab
infoq

Top URLs in Tweet in Entire Graph:
http://www.rightscale.com/info_center/videos/fall2011-scaling-sql-nosql.php
http://micrypt.com/2012/08/10/Getting-started-with-HyperDex.html
http://www.datastax.com/events/cassandrasummit2012/presentations
http://basho.com/blog/technical/2012/08/10/choosing-the-right-tool/
http://www.greentechmedia.com/articles/read/versant-nosql-and-the-smart-grid-big-data-challenge/
http://infinispan.blogspot.co.uk/2012/08/infinispan-data-grid-platform.html
http://www.theepochtimes.com/n2/technology/no-in-nosql-means-yes-279204.html
http://www.youtube.com/watch?v=-Wb0XcYjIxU&feature=youtu.be
http://www.youtube.com/codejobs
http://www.building43.com/videos/2012/08/14/couchbase-simple-fast-elastic-nosql-database/

Top URLs in Tweet in G1:
http://www.rightscale.com/info_center/videos/fall2011-scaling-sql-nosql.php
http://www.greentechmedia.com/articles/read/versant-nosql-and-the-smart-grid-big-data-challenge/
http://nosql2012.dataversity.net
http://www.toolsjournal.com/cloud-articles/item/783-nimbula-and-mapr-create-hadoop-cluster-on-private-clouds-on-the-fly
http://www.building43.com/videos/2012/08/14/couchbase-simple-fast-elastic-nosql-database/
http://www.meetup.com/Silicon-Valley-NoSQL/events/75700412/i3/socialmedia/
http://dzone.it/QNZM
http://2012.nosql-matters.org/cgn/slides/#chris_harris
http://2012.nosql-matters.org/cgn/slides/#axel_morgner
http://bigdatadiary.com/versant-extends-big-data-management-capabilities-with-spring-compatibility/

Top URLs in Tweet in G2:
http://micrypt.com/2012/08/10/Getting-started-with-HyperDex.html
http://infinispan.blogspot.co.uk/2012/08/infinispan-data-grid-platform.html
http://www.meetup.com/passport/?returnUri=http%3A%2F%2Fwww.idofnashville.com%2Fevents%2F70816922%2F%3FeventId%3D70816922%26action%3Ddetail
http://www.swiftmind.com/de/2012/07/21/chopen-workshop-tage-2012/
http://dzone.it/IkPz
http://www.charlesnurse.com/Blog/tabid/226/EntryId/37/Look-Mom-NoSQL-8-Using-RavenDB-in-a-DotNetNuke-Module.aspx
http://2012.nosql-matters.org/bcn
http://skillsmatter.com/podcast/open-source-dot-net/itamar-ravendb-ux/te-4955
http://www.10gen.com/events/webinar/intro-to-schema-design
https://gist.github.com/3347142

Top URLs in Tweet in G3:
http://www.datastax.com/events/cassandrasummit2012/presentations
http://basho.com/blog/technical/2012/08/10/choosing-the-right-tool/
http://www.odbms.org/blog/2012/08/on-eventual-consistency-an-interview-with-justin-sheehy/
http://basho.com/blog/technical/2012/08/14/riak-at-braintree/
http://www.theepochtimes.com/n2/technology/no-in-nosql-means-yes-279204.html
http://nosqlroadshow.com/
http://micrypt.com/2012/08/10/Getting-started-with-HyperDex.html
http://www.theepochtimes.com/n2/technology/no-in-nosql-means-yes-279204.html?utm_source=twitterfeed&utm_medium=twitter
http://nosql.mypopescu.com/post/29105255666
http://www.couchbase.com/couchconf-san-francisco

Top URLs in Tweet in G4:
http://www.computerworld.jp/contents/204467?utm_source=dlvr.it&utm_medium=twitter
http://micrypt.com/2012/08/10/Getting-started-with-HyperDex.html
http://380style.com/t/it/www.computerworld.jp.NzM3MDE0MTQ1.html
http://www.javaworld.com/javaworld/jw-08-2012/120802-choosing-a-nosql-datastore.html
http://news.mynavi.jp/news/2012/08/10/013/index.html
http://booklog.jp/item/1/4897978874
http://jobview.monster.co.uk/Software-Developer-BIG-DATA-Engineer-%E2%80%93-Java-Hadoop-NoSQL-OpenSource-BIG-Data-Start-Up-%E2%80%93-Silico-Job-London-London-UK-112900848.aspx?utm_source=twitterfeed&utm_medium=twitter
http://huffduffer.com/richardkmiller/81672
http://www.computerworld.jp/topics/622/%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9/204467/NoSQL%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E3%80%8CApache+Cassandra%E3%80%8D%E3%80%81%E6%AC%A1%E6%9C%9F%E7%89%88%E3%81%AF%E4%BB%8A%E7%A7%8B%E3%83%AA%E3%83%AA%E3%83%BC%E3%82%B9
http://www.slideshare.net/kevinweil/nosql-at-twitter-nosql-eu-2010

Top URLs in Tweet in G5:
http://www.kurzweilai.net/2012-nosql-now-conference?utm_source=twitterfeed&utm_medium=twitter
http://www.greentechmedia.com/articles/read/versant-nosql-and-the-smart-grid-big-data-challenge/
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNFEGlyoGH8lBas5Ps_BjCVs7l2Bmw&url=http://www.greentechmedia.com/articles/read/versant-nosql-and-the-smart-grid-big-data-challenge/&utm_source=twitterfeed&utm_medium=twitter
http://feedproxy.google.com/~r/greentechmedia-all-content/~3/31UgDI-XDRo/?utm_source=twitterfeed&utm_medium=twitter
http://www.greentechmedia.com/articles/read/versant-nosql-and-the-smart-grid-big-data-challenge/?utm_source=dlvr.it&utm_medium=twitter
http://feedproxy.google.com/~r/greentechmedia/news/~3/31UgDI-XDRo/
http://feedproxy.google.com/~r/greentechmedia-all-content/~3/31UgDI-XDRo/
http://findmjob.com/job/0OwW9Iri4RGBvWojip+P_A/Lead-Operations-Engineer-1st-Ops-person-Nosql-Solr-Scalability-2Gbps.html
http://findmjob.com/job/mlW0O8zj4RGg659hip+P_A/Lead-PHP-Developer-Home-based.html
http://findmjob.com/job/FIu8CHDj4RGNxItLip+P_A/System-Engineer.html

Top URLs in Tweet in G6:
http://www.mongopress.org/
http://www.youtube.com/watch?v=b2F-DItXtZs&feature=youtu.be&utm_source=buffer&buffer_share=4eaa9
http://www.computerworld.jp/topics/622/%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9/204467/NoSQL%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E3%80%8CApache%20Cassandra%E3%80%8D%E3%80%81%E6%AC%A1%E6%9C%9F%E7%89%88%E3%81%AF%E4%BB%8A%E7%A7%8B%E3%83%AA%E3%83%AA%E3%83%BC%E3%82%B9
http://opensource.com/business/12/8/open-source-technology-behind-twitter
http://micrypt.com/2012/08/10/Getting-started-with-HyperDex.html
http://www.computerworld.jp/topics/622/%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9/204467/NoSQL%25E3%2583%2587%25E3%2583%25BC%25E3%2582%25BF%25E3%2583%2599%25E3%2583%25BC%25E3%2582%25B9%25E3%2580%258CApache%2BCassandra%25E3%2580%258D%25E3%2580%2581%25E6%25AC%25A1%25E6%259C%259F%25E7%2589%2588%25E3%2581%25AF%25E4%25BB%258A%25E7%25A7%258B%25E3%2583%25AA%25E3%2583%25AA%25E3%2583%25BC%25E3%2582%25B9
http://dev.mysql.com/tech-resources/articles/whats-new-in-mysql-5.6.html#nosql
http://www.zusaar.com/event/360005
http://nosql2012.dataversity.net/
http://www.ciojp.com/news/12621?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
http://www.facebook.com/INFOSOFT2012
http://codebits.eu/intra/s/proposal/318
https://jira.mongodb.org/browse/SERVER-5782
http://www.theregister.co.uk/2012/08/10/jboss_and_its_successors/
http://feeds.feedburner.com/~r/hackernewsyc/~3/9BrKEgLyjQA/Getting-started-with-HyperDex.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=hackernewsyc
http://it-republik.de/dotnet/artikel/Versionsvielfalt-von-NoSQL-Dokumenten-5077.html
http://blog.10gen.com/post/29410524872/10gen-and-microsoft-partner-to-deliver-nosql-in-the
https://codebits.eu/intra/s/proposal/318
https://www.xing.com/events/2-treffen-vortrag-einfuhrung-nosql-mongodb-1121415
http://www.dotnet-braunschweig.de/termindetails.aspx?id=84

Top URLs in Tweet in G8:
http://www.youtube.com/watch?v=-Wb0XcYjIxU&feature=youtu.be
http://www.youtube.com/codejobs
http://www.10gen.com/events/webinar/Introduccion-al-NoSQL-y-MongoDB#register
http://www.building43.com/videos/2012/08/14/couchbase-simple-fast-elastic-nosql-database/
http://dzone.it/u5Hd
http://www.infoq.com/presentations/NoSQL-Survey-Comparison
http://www.youtube.com/watch?v=-Wb0XcYjIxU&sns=tw

Top URLs in Tweet in G9:
http://devcastbrasil.com/
http://2012.nosql-matters.org/cgn/slides/#bernd_ocklin
http://foundationdb.com/
http://soc.ai/rn
http://www.slideshare.net/jpapo/nosql-e-big-data-na-nuvem
http://www.youtube.com/watch?v=b2F-DItXtZs&feature=youtu.be&utm_source=buffer&buffer_share=4eaa9
http://blogs.innodb.com/wp/2011/04/nosql-to-innodb-with-memcached/

Top URLs in Tweet in G10:
http://basho.com/blog/technical/2012/08/10/choosing-the-right-tool/
http://www.infoq.com/presentations/NoSQL-Survey-Comparison
http://feedproxy.google.com/~r/blogspot/TuHQT/~3/Mm-1opX0L-k/schema-nosql-and-relational-model-part-1.html
http://liamkaufman.com/blog/2012/06/04/redis-and-relational-data/

Top Hashtags in Tweet in Entire Graph:
nosql
bigdata
database
mongodb
java
hadoop
databasesharding
jobs
mysql
wmfra

Top Hashtags in Tweet in G1:
nosql
bigdata
database
databasesharding
wesbrownsql
java
dbarchitechs
hadoop
neo4j
databases

Top Hashtags in Tweet in G2:
nosql
wmfra
infinispan
datagrid
java
database
bigdata
dotnetnuke
kvs
sydjs

Top Hashtags in Tweet in G3:
nosql
bigdata
couchbase
cassandra12
riak
mongodb
cassandra
hadoop
nosqlrs
yarn

Top Hashtags in Tweet in G4:
nosql
job
jobs
bigdata
it
technology
cloud
mongodb
hadoop
thatconference

Top Hashtags in Tweet in G5:
nosql
jobs
hiring
careers
java
sql
linux
php
jquery
git

Top Hashtags in Tweet in G6:
nosql
mysql
fb
gihyojp
1tp
mongodb
emploi
informatique
trending
apache

Top Hashtags in Tweet in G7:
nosql
mongodb
bigdata
pucp
düsseldorf
sql
dnugbs
fb
cloud
ravendb

Top Hashtags in Tweet in G8:
nosql
webinar
mongodb
ravendb1
ravendb
java

Top Hashtags in Tweet in G9:
mysql
nosql
sqlserver
oracle
postgresql
gpoguob2012
guob
foundationdb

Top Hashtags in Tweet in G10:
slacm

Top Words in Tweet in Entire Graph:
nosql
rt
data
database
bigdata
big
mongodb
video
hadoop
sql

Top Words in Tweet in G1:
nosql
rt
bigdata
database
data
big
video
sharding
hadoop
great

Top Words in Tweet in G2:
nosql
rt
database
wmfra
mongodb
data
now
infinispan
available
ich

Top Words in Tweet in G3:
nosql
rt
bigdata
couchbase
sql
toaster
vs
riak
data
up

Top Words in Tweet in G4:
nosql
database
mongodb
data
job
sql
big
now
hadoop
server

Top Words in Tweet in G5:
nosql
data
smart
grid
big
versant
challenge
jobs
hiring
now

Top Words in Tweet in G6:
nosql
cassandra
rt
nosqlデータベース
apache
次期版は今秋リリース
mongodb
data
computerworld
web

Top Words in Tweet in G7:
nosql
mongodb
rt
bigdata
amp
datastore
10gen
now
talk
solution

Top Words in Tweet in G8:
nosql
de
mongodb
y
con
bases
datos
rt
aprende
couchdb

Top Words in Tweet in G9:
nosql
mysql
rt
oracle
trabalha
com
sqlserver
postgresql
ou
então

Top Words in Tweet in G10:
nosql
toaster
rt
sql
drkrab
run
comparison
relational
redis

Top Word Pairs in Tweet in Entire Graph:
big, data
nosql, database
database, sharding
great, video
video, explaining
bigdata, solved
solved, great
bigdata, nosql
smart, grid
check, out

Top Word Pairs in Tweet in G1:
big, data
database, sharding
great, video
video, explaining
bigdata, solved
solved, great
check, out
explaining, database
rt, scalingbigdata
nosql, database

Top Word Pairs in Tweet in G2:
nosql, database
nosql, wmfra
infinispan, datagrid
datagrid, nosql
hyperdex, super
super, charging
charging, nosql
nosql, strongly
strongly, consistent
consistent, datastore

Top Word Pairs in Tweet in G3:
nosql, bigdata
riak, nosql
sql, nosql
slides, cassandra12
cassandra12, up
up, video
video, follow
follow, nosql
nosql, toaster
rt, datastax

Top Word Pairs in Tweet in G4:
nosql, database
big, data
hadoop, nosql
server, setup
node, js
nosql, now
couchbase, simple
simple, fast
fast, elastic
elastic, nosql

Top Word Pairs in Tweet in G5:
smart, grid
big, data
versant, nosql
nosql, smart
data, challenge
grid, big
jobs, hiring
hiring, careers
nosql, now
now, conference

Top Word Pairs in Tweet in G6:
apache, cassandra
nosqlデータベース, apache
cassandra, 次期版は今秋リリース
データベース, トピックス
トピックス, computerworld
http, t
t, co
次期版は今秋リリース, データベース
mongopress, mongodb
mongodb, cms

Top Word Pairs in Tweet in G7:
mongodb, nosql
talk, mongodb
nosql, solution
nosql, cloud
amp, nosql
bigdata, nosql
hyperdex, super
super, charging
charging, nosql
nosql, strongly

Top Word Pairs in Tweet in G8:
mongodb, y
bases, de
de, datos
nosql, con
con, mongodb
aprende, bases
datos, nosql
y, couchdb
couchdb, suscríbete
suscríbete, nuestro

Top Word Pairs in Tweet in G9:
trabalha, com
com, sqlserver
sqlserver, oracle
oracle, mysql
mysql, postgresql
postgresql, ou
ou, nosql
nosql, então
então, não
não, perca

Top Word Pairs in Tweet in G10:
nosql, sql
rt, drkrab
drkrab, toaster
toaster, run
run, sql
nosql, toaster

Top Tweeters in Entire Graph:
GeekFreelancers
HumanityNews
twinews5
REDDITSPAMMOR
jobangebote
hnfirehose
ReviewSearch
alex_knorr
Shishev
openpr

Top Tweeters in G1:
hnfirehose
anuragpagoria
callcenterdr
somkiat
BryantAvey
pezholio
j0an
data_nerd
cloud_aware
nopiedra

Top Tweeters in G2:
GeekFreelancers
HNTweets
ramrayster
mediatemple
hashonomy_gus
tartvf
amylaceous
tek_news
snoopsmaus
alltop_java

Top Tweeters in G3:
kellabyte
janl
TheColonial
chaojumori
RobotDeathSquad
peschkaj
moonpolysoft
SeanTAllen
lynxbat
TweetAdamizer

Top Tweeters in G4:
ReviewSearch
openpr
ZillionJobs
jinnli
newstab
Work__Freelance
zri3147
EscalateSEO
SOTaggedQs
PanosSer

Top Tweeters in G5:
HumanityNews
twinews5
REDDITSPAMMOR
Shishev
yoteletrabajo
NewsOnGreen
devseo
workfreelancer
lluccipha
gohsuket

Top Tweeters in G6:
riywo
mihochannel
sof_ruby
ono_matope
taetae109
fshin2000
newsyc20
iwalid
upmeetup
venzann

Top Tweeters in G7:
YCHackerNews
hnycombinator
securityninja
zippy1981
ITSecurityPty
gawbul
geeksays
francium
braoru
ralphholz

Top Tweeters in G8:
fherxosc
czantany
caarloshugo
devilskate
NataSHell666
Pepitweet
codejobs
ZanPHP
melbuchis
BryanViNu

Top Tweeters in G9:
h_ingo
ademirjs
e_er_de
inowe_br
vinicius_ianni
SAOUG
gporacle
DenishPatel
jynus
varmbrust

Top Tweeters in G10:
hakmem
atmat
fbahr
msimoni
liquidvicodin
Johnicholas
w7cook