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20120813 graph AND db Twitter NodeXL SNA Map
20120813 graph AND db Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 13, 2012
Description:
The graph represents a network of 49 Twitter users whose recent tweets contained "graph AND db". The network was obtained on Monday, 13 August 2012 at 21:45 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 8-day period from Monday, 06 August 2012 at 16:12 UTC to Monday, 13 August 2012 at 18:58 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: 49
Unique Edges: 117
Edges With Duplicates: 28
Total Edges: 145
Self-Loops: 38
Reciprocated Vertex Pair Ratio: 0.432835820895522
Reciprocated Edge Ratio: 0.604166666666667
Connected Components: 19
Single-Vertex Connected Components: 15
Maximum Vertices in a Connected Component: 27
Maximum Edges in a Connected Component: 115
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.244415
Graph Density: 0.0408163265306122
Modularity: 0.384067
NodeXL Version: 1.0.1.220

Top 10 Vertices, Ranked by Betweenness Centrality:
neo4j
JJRTaylor
nicolastorzec
infinitegraph
danbri
dguyadeen
gaustin
strategiclee
jimwebber
MauMatt

Top Replied-To in Entire Graph:
polly_graph
tapthe90
structr
gary_bainbridge
db_hereatlast
mccrory
jeg2
danmaz74
theseantcollins
paulwalshr7

Top Replied-To in G1:
clojurekc
postpostgis
kimmbunch
paulwalshr7
theseantcollins
danmaz74

Top Replied-To in G2:
tapthe90
jeg2

Top Replied-To in G3:
structr

Top Replied-To in G6:
polly_graph
gary_bainbridge
db_hereatlast

Top Replied-To in G7:
mccrory

Top Mentioned in Entire Graph:
rvanbruggen
infinitegraph
neo4j
1871chicago
codeacademy
nicolastorzec
maxdemarzi
strategiclee
gary_bainbridge
polly_graph

Top Mentioned in G1:
hermanos
tsanglwr

Top Mentioned in G2:
infinitegraph
strategiclee
blowmage
jeg2

Top Mentioned in G3:
rvanbruggen
neo4j
1871chicago
codeacademy
maxdemarzi

Top Mentioned in G4:
nicolastorzec
rvanbruggen
infinitegraph
twarko

Top Mentioned in G6:
gary_bainbridge
polly_graph

Top URLs in Tweet in Entire Graph:
http://www.meetup.com/graphdb-netherlands/events/77432122/
http://www.meetup.com/Silicon-Valley-NoSQL/events/75700412/i3/socialmedia/
http://www.slideshare.net/slidarko/titan-the-rise-of-big-graph-data
http://www.meetup.com/windy-city-graphdb/events/77551132/i3/socialmedia/
http://www.meetup.com/Silicon-Valley-NoSQL/events/75700412/
http://allfacebook.de/connect/fur-entwickler-kleines-update-des-open-graph/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Allfacebookde+%28allfacebook.de%29
http://www.smbc-comics.com/index.php?db=comics&id=2696&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+smbc-comics%2FPvLb+%28Saturday+Morning+Breakfast+Cereal+%28updated+daily%29%29
http://thinkaurelius.com/2012/08/06/titan-provides-real-time-big-graph-data/
http://www.smbc-comics.com/index.php?db=comics&id=2696#comic
http://oracle-nosql-db-estw.eventbrite.com

Top URLs in Tweet in G1:
http://www.smbc-comics.com/index.php?db=comics&id=2696&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+smbc-comics%2FPvLb+%28Saturday+Morning+Breakfast+Cereal+%28updated+daily%29%29
http://www.smbc-comics.com/index.php?db=comics&id=2696#comic
http://www.smbc-comics.com/index.php?db=comics&id=2696&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+smbc-comics/PvLb+(Saturday+Morning+Breakfast+Cereal+(updated+daily))
http://www.smbc-comics.com/index.php?db=comics&id=2692#comic

Top URLs in Tweet in G2:
http://www.meetup.com/Silicon-Valley-NoSQL/events/75700412/i3/socialmedia/
http://www.meetup.com/Silicon-Valley-NoSQL/events/75700412/
http://www.meetup.com/Bay-Area-Graph-Lab/events/75212172/
http://oracle-nosql-db-estw.eventbrite.com

Top URLs in Tweet in G3:
http://www.meetup.com/graphdb-netherlands/events/77432122/
http://www.meetup.com/windy-city-graphdb/events/77551132/i3/socialmedia/

Top URLs in Tweet in G4:
http://www.slideshare.net/slidarko/titan-the-rise-of-big-graph-data
http://www.meetup.com/graphdb-netherlands/events/77432122/
http://www.meetup.com/Silicon-Valley-NoSQL/events/75700412/i3/socialmedia/
http://thinkaurelius.com/2012/08/06/titan-provides-real-time-big-graph-data/

Top URLs in Tweet in G5:
http://allfacebook.de/connect/fur-entwickler-kleines-update-des-open-graph/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Allfacebookde+%28allfacebook.de%29

Top URLs in Tweet in G8:
https://github.com/thinkaurelius/titan/wiki
http://thinkaurelius.com/2012/08/06/titan-provides-real-time-big-graph-data/

Top Hashtags in Tweet in Entire Graph:
graphdb
nosql
neo4j
oracle
bigdata
titan
graph
meetup
bigdatanalytics
bi

Top Hashtags in Tweet in G1:
soundguyproblems

Top Hashtags in Tweet in G2:
nosql
oracle
bigdata
graphdb
meetup
graph
bigdatanalytics
bi

Top Hashtags in Tweet in G3:
graphdb
neo4j

Top Hashtags in Tweet in G4:
graphdb
titan
neo4j
oracle
nosql
bigdata
graph

Top Hashtags in Tweet in G7:
nosql

Top Words in Tweet in Entire Graph:
graph
db
nosql
amp
rt
graphdb
infinitegraph
neo4j
up
oracle

Top Words in Tweet in G1:
graph
db
articles
article
race
relations
amp
low
end

Top Words in Tweet in G2:
nosql
amp
db
graph
infinitegraph
oracle
big
data
trends
technology

Top Words in Tweet in G3:
graph
db
meet
up
neo4j
rt
first
dutch
open
registrations

Top Words in Tweet in G4:
db
titan
w
rt
graphdb
storing
cassandra
hbase
querying
gremlin

Top Words in Tweet in G5:
db
facebook
für
entwickler
kleines
update
des
open
graph
via

Top Words in Tweet in G6:
polly_graph
gary_bainbridge

Top Words in Tweet in G7:
graph

Top Words in Tweet in G8:
titan
graph
db
cassandra
hbase

Top Word Pairs in Tweet in Entire Graph:
graph, db
oracle, nosql
nosql, db
db, meet
meet, up
db, amp
amp, infinitegraph
graph, technology
big, data
first, dutch

Top Word Pairs in Tweet in G1:
graph, db
race, relations
low, end

Top Word Pairs in Tweet in G2:
oracle, nosql
nosql, db
big, data
db, amp
amp, infinitegraph
graph, technology
trends, big
data, amp
amp, graph
infinitegraph, trends

Top Word Pairs in Tweet in G3:
graph, db
db, meet
meet, up
first, dutch
dutch, graph
up, open
open, registrations
registrations, hope
hope, see
see, graphdb

Top Word Pairs in Tweet in G4:
titan, db
db, storing
storing, cassandra
cassandra, hbase
hbase, querying
querying, w
w, gremlin
gremlin, large
large, graphs
rt, nicolastorzec

Top Word Pairs in Tweet in G5:
db, facebook
facebook, für
für, entwickler
entwickler, kleines
kleines, update
update, des
des, open
open, graph
graph, via
via, allfacebook

Top Word Pairs in Tweet in G8:
graph, db
cassandra, hbase

Top Tweeters in Entire Graph:
dustinharbin
bg_evl
tjic
communicating
EwanToo
strategiclee
danbri
YvesMulkers
dguyadeen
dturkenk

Top Tweeters in G1:
dustinharbin
bg_evl
tjic
tyleramartin
enoughsnark
Dragib
jhohomars
eonilc
TJSharp87
yostijnedge

Top Tweeters in G2:
strategiclee
YvesMulkers
dturkenk
blowmage
gaustin
JJRTaylor
MauMatt
infinitegraph
skumarsamy45
tiwacon

Top Tweeters in G3:
emileifrem
jimwebber
neo4j
agemooij
ikwattro
krisgeus
rvanbruggen
maxdemarzi

Top Tweeters in G4:
communicating
danbri
gutelius
rtroncy
nicolastorzec
gnovelli
ralf_mueller

Top Tweeters in G5:
Running_BUCoach
biehlWA
molto_media

Top Tweeters in G6:
Polly_Graph
DB_hereatlast

Top Tweeters in G7:
EwanToo
dguyadeen

Top Tweeters in G8:
everpeace
arunxjacob