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#devrelconf Twitter NodeXL SNA Map and Report for Tuesday, 21 March 2017 at 00:37 UTC
#devrelconf Twitter NodeXL SNA Map and Report for Tuesday, 21 March 2017 at 00:37 UTC
From:
marc_smith
Uploaded on:
March 21, 2017
Short Description:
#devrelconf via NodeXL http://bit.ly/2nYeu3R
@arungupta
@jbaruch
@toriwieldt
@joannpeach
@ashevat
@mewzherder
@gamussa
@tripathiuttam

Description:
Description
The graph represents a network of 61 Twitter users whose recent tweets contained "#devrelconf", 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, 21 March 2017 at 00:37 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 2-minute period from Sunday, 12 March 2017 at 09:00 UTC to Tuesday, 21 March 2017 at 00:03 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.


Author Description


Overall Graph Metrics
Vertices : 61
Unique Edges : 124
Edges With Duplicates : 130
Total Edges : 254
Number of Edge Types : 3
Mentions : 216
Tweet : 37
Replies to : 1
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0416666666666667
Reciprocated Edge Ratio : 0.08
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 59
Maximum Edges in a Connected Component : 252
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.481194
Graph Density : 0.040983606557377
Modularity : 0.26705
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://devoxx.us/devrelconf/
[1] https://twitter.com/sjmaple/status/843933770180939777
[1] https://twitter.com/i/web/status/843944692093919233
[1] https://twitter.com/i/web/status/843942346416775168
[1] https://twitter.com/i/web/status/843940750287024128
[1] https://twitter.com/arungupta/status/843933488159981568
[1] https://twitter.com/i/web/status/843973782138044416
[1] https://twitter.com/i/web/status/843938963765190656
[1] https://twitter.com/i/web/status/843932532626268160
[1] https://devoxx.us/devrelconf/?utm_content=bufferf39b8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/843944692093919233
[1] https://twitter.com/i/web/status/840931021960884224
[1] https://twitter.com/i/web/status/843922255792885760
[1] https://twitter.com/i/web/status/843938484607893504
[1] https://twitter.com/i/web/status/843941623746646016
[1] https://twitter.com/i/web/status/843949965558784000
[1] https://twitter.com/i/web/status/843951297657102336
[1] https://twitter.com/i/web/status/843951871542738944
[1] https://twitter.com/i/web/status/843952618036645888
[1] https://twitter.com/i/web/status/843932532626268160

Top URLs in Tweet in G2:
[1] https://twitter.com/metadaddy/status/843957351556169729
[1] https://twitter.com/i/web/status/843640986823622656
[1] https://twitter.com/arungupta/status/843933488159981568
[1] https://twitter.com/i/web/status/843940750287024128
[1] https://twitter.com/i/web/status/843942346416775168
[1] https://devoxx.us/devrelconf/
[1] https://twitter.com/i/web/status/843954413106413568

Top URLs in Tweet in G3:
[3] https://devoxx.us/devrelconf/
[1] https://twitter.com/i/web/status/843939269580222465
[1] https://devoxx.us/devrelconf/?utm_content=buffer4b00a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#details
[1] https://twitter.com/i/web/status/842825368486760448
[1] https://twitter.com/i/web/status/843248503342096390
[1] https://twitter.com/i/web/status/843928064979435520

Top URLs in Tweet in G4:
[1] https://twitter.com/mewzherder/status/843248503342096390

Top URLs in Tweet in G5:
[1] https://devoxx.us/devrelconf/?utm_content=buffer9cf4e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://devoxx.us/devrelconf/?utm_content=buffer9075f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://devoxx.us/devrelconf/?utm_content=buffer1618f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://devoxx.us/devrelconf/?utm_content=bufferf39b8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[1] https://twitter.com/miiiiiche/status/843942346416775168

Top Domains
Top Domains in Tweet in Entire Graph:
[25] twitter.com
[9] devoxx.us

Top Domains in Tweet in G1:
[13] twitter.com

Top Domains in Tweet in G2:
[6] twitter.com
[1] devoxx.us

Top Domains in Tweet in G3:
[4] twitter.com
[4] devoxx.us

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[4] devoxx.us

Top Domains in Tweet in G7:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[143] devrelconf
[31] devoxxus
[25] devrel
[9] community
[6] jug
[4] innout
[2] devrelcon
[2] devrelcon2017
[2] superfun
[2] metrics



Top Hashtags in Tweet in G1:
[29] devrelconf
[11] devrel
[10] devoxxus
[6] community
[6] jug
[1] googlescale
[1] superfun
[1] blogs
[1] videos
[1] tweets

Top Hashtags in Tweet in G2:
[58] devrelconf
[7] devrel
[4] devoxxus
[2] devrelcon
[2] devrelcon2017
[1] devrelconf2017
[1] fail
[1] innout
[1] community
[1] metrics

Top Hashtags in Tweet in G3:
[25] devrelconf
[9] devoxxus
[3] devrel
[2] community
[1] superfun
[1] gdg
[1] java
[1] slack

Top Hashtags in Tweet in G4:
[13] devrelconf
[3] devrel
[3] devoxxus
[1] metrics

Top Hashtags in Tweet in G5:
[13] devrelconf
[2] devoxxus
[1] devrel

Top Hashtags in Tweet in G6:
[3] devoxxus
[3] devrelconf
[3] innout

Top Hashtags in Tweet in G7:
[2] devrelconf
[1] homeland
[1] lwsa11y17

Top Words
Top Words in Tweet in Entire Graph:
[90] Words in Sentiment List#1: Positive
[51] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2166] Non-categorized Words
[2307] Total Words
[143] devrelconf
[42] arungupta
[39] devrel
[38] devoxxus
[31] community

Top Words in Tweet in G1:
[29] devrelconf
[14] arungupta
[12] community
[12] devoxxus
[11] devrel
[9] people
[8] java
[7] team
[6] managers
[6] attending

Top Words in Tweet in G2:
[58] devrelconf
[19] ashevat
[16] arungupta
[16] devrel
[11] slackhq
[11] toriwieldt
[9] community
[8] developer
[8] quality
[7] tripathiuttam

Top Words in Tweet in G3:
[25] devrelconf
[14] devoxxus
[7] java
[7] community
[7] devrel
[6] both
[6] speakers
[5] google
[5] arungupta
[5] monday

Top Words in Tweet in G4:
[13] devrelconf
[7] quality
[6] hacks
[4] devrel
[3] arungupta
[3] slackhq
[3] ashevat
[3] devoxxus
[3] joannpeach
[3] hackathons

Top Words in Tweet in G5:
[13] devrelconf
[5] tripathiuttam
[4] toriwieldt
[4] arungupta
[4] going
[3] communities
[2] developers
[2] allergic
[2] mkg
[2] messages

Top Words in Tweet in G6:
[3] devoxxus
[3] starts
[3] devrelconf
[3] first
[3] feast
[3] innout
[2] gamussa

Top Words in Tweet in G7:
[2] devrelconf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14] ashevat,devrelconf
[11] devrelconf,devoxxus
[11] tripathiuttam,devrelconf
[9] devrel,team
[9] devrel,community
[9] community,managers
[9] managers,people
[9] people,attending
[9] attending,devoxxus
[9] devoxxus,miss

Top Word Pairs in Tweet in G1:
[6] devrel,community
[6] community,managers
[6] managers,people
[6] people,attending
[6] attending,devoxxus
[6] devoxxus,miss
[6] miss,attend
[6] attend,devrelconf
[6] devrelconf,monday
[6] monday,mar

Top Word Pairs in Tweet in G2:
[11] ashevat,devrelconf
[5] developers,allergic
[5] allergic,mkg
[5] mkg,messages
[5] messages,tripathiuttam
[5] tripathiuttam,devrelconf
[5] devrel,team
[4] app,store
[4] toriwieldt,developers
[4] bi,directional

Top Word Pairs in Tweet in G3:
[4] java,community
[3] having,both
[3] both,oracle
[3] oracle,google
[3] google,supporting
[3] supporting,devoxxus
[3] devoxxus,awesome
[3] awesome,both
[3] both,bring
[3] bring,amazing

Top Word Pairs in Tweet in G4:
[6] quality,hacks
[3] devrelconf,devoxxus
[3] hackathons,never
[3] never,yield
[3] yield,high
[3] high,quality
[3] hacks,raises
[3] raises,awareness
[3] awareness,community
[3] community,quality

Top Word Pairs in Tweet in G5:
[4] tripathiuttam,devrelconf
[4] going,devrelconf
[2] toriwieldt,developers
[2] developers,allergic
[2] allergic,mkg
[2] mkg,messages
[2] messages,tripathiuttam
[2] arungupta,empowering
[2] empowering,developer
[2] developer,communities

Top Word Pairs in Tweet in G6:
[3] devoxxus,starts
[3] starts,devrelconf
[3] devrelconf,first
[3] first,feast
[3] feast,innout
[2] gamussa,devoxxus

Top Replied-To
Top Replied-To in Entire Graph:
@yarasenger

Top Replied-To in G2:
@yarasenger

Top Mentioned
Top Mentioned in Entire Graph:
@arungupta
@ashevat
@toriwieldt
@slackhq
@tripathiuttam
@java
@mewzherder
@devoxxus
@java_champions
@joannpeach

Top Mentioned in G1:
@arungupta
@java
@toriwieldt
@java_champions
@ashevat
@slackhq
@tripathiuttam
@devoxxus
@martinomander
@vanriper

Top Mentioned in G2:
@ashevat
@arungupta
@slackhq
@toriwieldt
@tripathiuttam
@mewzherder
@nlycskn
@miiiiiche
@maxkatz
@joannpeach

Top Mentioned in G3:
@devoxxus
@arungupta
@java
@steveonjava
@ashevat
@mewzherder
@toriwieldt
@tripathiuttam
@eclipsefdn
@dev

Top Mentioned in G4:
@arungupta
@slackhq
@ashevat
@joannpeach
@beardigsit
@toriwieldt
@tripathiuttam
@intuitdev

Top Mentioned in G5:
@tripathiuttam
@toriwieldt
@arungupta
@vanriper
@martinomander
@steveonjava
@java

Top Mentioned in G6:
@gamussa

Top Tweeters
Top Tweeters in Entire Graph:
@slackhq
@o2webdev
@reginawalton
@arungupta
@noctarius2k
@markhneedham
@bradknowles
@jbaruch
@joannpeach
@metadaddy

Top Tweeters in G1:
@arungupta
@sjmaple
@joerg1968
@oracle
@java
@javafxpert
@brjavaman
@agoncal
@zeroturnaround
@yenerm

Top Tweeters in G2:
@slackhq
@o2webdev
@reginawalton
@markhneedham
@bradknowles
@jbaruch
@metadaddy
@yarasenger
@patoistvan
@mary_grace

Top Tweeters in G3:
@noctarius2k
@stephan007
@freducom
@theaclay
@devoxx
@nlycskn
@eclipsefdn
@steveonjava
@mewzherder
@ypoirier

Top Tweeters in G4:
@joannpeach
@intuitdev
@lorifraleigh
@lawrencehecht
@shelajev
@hodgreeley
@beardigsit

Top Tweeters in G5:
@maxkatz
@jlbugarin
@vanriper
@featheast
@tripathiuttam
@martinomander

Top Tweeters in G6:
@gamussa
@a_abashev
@jugru

Top Tweeters in G7:
@djksar
@2stfta2