mldas, Twitter, 3/13/2018 1:58:44 PM, 144187


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mldas Twitter NodeXL SNA Map and Report for Tuesday, 13 March 2018 at 13:41 UTC
mldas Twitter NodeXL SNA Map and Report for Tuesday, 13 March 2018 at 13:41 UTC
From:
Marc_Smith
Uploaded on:
March 13, 2018
Short Description:
mldas via NodeXL http://bit.ly/2tJo02p
@qatarcomputing
@bigmlcom
@akelmagarmid
@boeing
@qf
@hbku
@oscarrovirac
@gerster
@pejpgrep
@peninsulaqatar

Top hashtags:
#mldas
#qatar
#machinelearning
#bigml
#doha
#hamadbinkhalifauniversity
#ai
#mldas2018
#boeing
#qcri

Description:
Description
The graph represents a network of 34 Twitter users whose recent tweets contained "mldas", 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, 13 March 2018 at 13:41 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 1-minute period from Tuesday, 06 March 2018 at 14:30 UTC to Tuesday, 13 March 2018 at 13:31 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 : 34
Unique Edges : 49
Edges With Duplicates : 63
Total Edges : 112
Number of Edge Types : 3
Mentions : 105
Tweet : 6
Replies to : 1
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0517241379310345
Reciprocated Edge Ratio : 0.0983606557377049
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 23
Maximum Edges in a Connected Component : 96
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.858657
Graph Density : 0.054367201426025
Modularity : 0.370476
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1] https://twitter.com/QatarComputing/status/973429955647373312
[1] https://twitter.com/qatarcomputing/status/973069901173796864
[1] https://thepeninsulaqatar.com/article/07/03/2018/Boeing-and-QCRI-to-host-symposium-on-March-12
[1] http://www.gulf-times.com/story/584158/Top-experts-to-attend-Boeing-QCRI-seminar-on-March
[1] https://hbku.edu.qa/en/news/hbku-boeing-qcri-symposium
[1] http://www.qatar-tribune.com/Latest-News/ArtMID/423/ArticleID/17648/Boeing-QCRI-join-hands-for-MLDAS

Top URLs in Tweet in G2:
[1] http://www.gulf-times.com/story/584158/Top-experts-to-attend-Boeing-QCRI-seminar-on-March
[1] https://twitter.com/qatarcomputing/status/973069901173796864
[1] https://hbku.edu.qa/en/news/hbku-boeing-qcri-symposium

Top URLs in Tweet in G4:
[1] https://thepeninsulaqatar.com/article/07/03/2018/Boeing-and-QCRI-to-host-symposium-on-March-12

Top URLs in Tweet in G5:
[1] http://www.qatar-tribune.com/Latest-News/ArtMID/423/ArticleID/17648/Boeing-QCRI-join-hands-for-MLDAS
[1] https://twitter.com/QatarComputing/status/973429955647373312

Top Domains
Top Domains in Tweet in Entire Graph:
[2] twitter.com
[1] thepeninsulaqatar.com
[1] gulf-times.com
[1] edu.qa
[1] qatar-tribune.com

Top Domains in Tweet in G2:
[1] gulf-times.com
[1] twitter.com
[1] edu.qa

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

Top Domains in Tweet in G5:
[1] qatar-tribune.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] mldas
[8] qatar
[4] machinelearning
[4] bigml
[4] doha
[3] hamadbinkhalifauniversity
[1] ai
[1] mldas2018
[1] boeing
[1] qcri



Top Hashtags in Tweet in G1:
[30] mldas
[4] machinelearning
[4] bigml
[4] doha
[4] qatar
[1] ai

Top Hashtags in Tweet in G2:
[2] mldas

Top Hashtags in Tweet in G3:
[3] qatar

Top Hashtags in Tweet in G4:
[3] hamadbinkhalifauniversity
[1] qatar

Top Hashtags in Tweet in G5:
[2] mldas
[1] boeing
[1] qcri
[1] mldas2018

Top Words
Top Words in Tweet in Entire Graph:
[30] Words in Sentiment List#1: Positive
[6] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1033] Non-categorized Words
[1069] Total Words
[51] mldas
[21] boeing
[16] qatarcomputing
[13] data
[13] akelmagarmid

Top Words in Tweet in G1:
[33] mldas
[12] applied
[10] bigmlcom
[10] 2018
[9] data
[8] gets
[8] machine
[8] learning
[8] qatarcomputing
[7] poul

Top Words in Tweet in G2:
[10] mldas
[9] boeing
[8] qatarcomputing
[6] akelmagarmid
[6] hbku
[5] good
[5] friends
[5] fifth
[5] annual
[4] stanford

Top Words in Tweet in G3:
[3] latest
[3] work
[3] gionis
[3] presented
[3] mldas
[3] qatar
[3] gvrkiran
[3] gdfm7
[3] check
[3] out

Top Words in Tweet in G4:
[4] qatar
[3] boeing
[3] company
[3] computing
[3] research
[3] institute
[3] qcri
[3] part
[3] hamadbinkhalifauniversity
[3] host

Top Words in Tweet in G5:
[4] mldas
[2] boeing
[2] qcri

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] mldas,2018
[10] machine,learning
[7] friends,boeing
[7] fifth,annual
[7] hbku,qf
[7] poul,petersen
[7] petersen,bigmlcom
[7] bigmlcom,gets
[7] gets,mldas
[7] mldas,ball

Top Word Pairs in Tweet in G1:
[10] mldas,2018
[8] machine,learning
[7] poul,petersen
[7] petersen,bigmlcom
[7] bigmlcom,gets
[7] gets,mldas
[7] mldas,ball
[7] ball,rolling
[7] rolling,talk
[7] talk,applied

Top Word Pairs in Tweet in G2:
[5] friends,boeing
[5] fifth,annual
[5] annual,mldas
[4] good,friends
[4] boeing,look
[4] look,forward
[4] forward,welcoming
[4] welcoming,everyone
[4] everyone,next
[4] next,week

Top Word Pairs in Tweet in G3:
[3] latest,work
[3] work,gionis
[3] gionis,presented
[3] presented,mldas
[3] mldas,qatar
[3] qatar,gvrkiran
[3] gvrkiran,gdfm7
[3] gdfm7,check
[3] check,out
[2] yelenamejova,latest

Top Word Pairs in Tweet in G4:
[3] boeing,company
[3] company,qatar
[3] qatar,computing
[3] computing,research
[3] research,institute
[3] institute,qcri
[3] qcri,part
[3] part,hamadbinkhalifauniversity
[3] hamadbinkhalifauniversity,host
[2] peninsulaqatar,boeing

Top Word Pairs in Tweet in G5:
[2] boeing,qcri

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

Top Replied-To in G2:
@boeing

Top Mentioned
Top Mentioned in Entire Graph:
@boeing
@qatarcomputing
@akelmagarmid
@hbku
@bigmlcom
@stanford
@dragosddm
@qf
@pejpgrep
@gionis

Top Mentioned in G1:
@bigmlcom
@boeing
@qatarcomputing
@akelmagarmid
@hbku
@stanford
@dragosddm
@pejpgrep
@qf
@jisunan

Top Mentioned in G2:
@qatarcomputing
@boeing
@akelmagarmid
@hbku
@qf
@stanford
@dragosddm

Top Mentioned in G3:
@gionis
@gvrkiran
@gdfm7
@yelenamejova

Top Mentioned in G4:
@peninsulaqatar

Top Tweeters
Top Tweeters in Entire Graph:
@peninsulaqatar
@nschaetti
@byqatar
@qatar_tribune
@stanford
@qf
@univnantes
@northwesternu
@hbku
@ruthygarcia

Top Tweeters in G1:
@stanford
@univnantes
@northwesternu
@oscarrovirac
@aficionado
@bigmlcom
@qatarcomputing
@gerster
@schahzeb
@jisunan

Top Tweeters in G2:
@qf
@hbku
@ghada_alkhater
@boeing
@akelmagarmid
@dena_althani
@kareem2darwish
@dressam_mansour

Top Tweeters in G3:
@ruthygarcia
@gdfm7
@gvrkiran
@yelenamejova
@gionis

Top Tweeters in G4:
@peninsulaqatar
@nschaetti
@byqatar

Top Tweeters in G5:
@qatar_tribune
@globaldesi__
@basmaeab