NodeXL, Twitter, 10/22/2020 3:31:48 PM, 238473


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NodeXL Twitter NodeXL SNA Map and Report for Thursday, 22 October 2020 at 15:30 UTC
NodeXL Twitter NodeXL SNA Map and Report for Thursday, 22 October 2020 at 15:30 UTC
From:
marc_smith
Uploaded on:
October 22, 2020
Short Description:
NodeXL via NodeXL https://bit.ly/2ThYcVm
@mihkal
@nodexl
@chidambara09
@fmfrancoise
@vivianfrancos
@ronald_vanloon
@salhaj
@smr_foundation
@martinhoyes
@docassar

Top hashtags:
#digitaltransformation
#bigdata
#iot
#ai
#datascience
#tech
#rstats
#uk
#100daysofcode

Description:
Description
The graph represents a network of 377 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 200 tweets. The network was obtained from Twitter on Thursday, 22 October 2020 at 15:30 UTC.

The tweets in the network were tweeted over the 1-day, 18-hour, 23-minute period from Tuesday, 20 October 2020 at 20:59 UTC to Thursday, 22 October 2020 at 15:22 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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 : 378
Unique Edges : 1197
Edges With Duplicates : 745
Total Edges : 1942
Number of Edge Types : 5
Mentions : 542
MentionsInRetweet : 1201
Retweet : 144
Replies to : 47
Tweet : 8
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0662347012239021
Reciprocated Edge Ratio : 0.12424037812289
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 1919
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.973791
Graph Density : 0.0103925448753035
Modularity : 0.469471
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 377 Twitter users whose recent tweets contained "NodeXL", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 200 tweets. The network was obtained from Twitter on Thursday, 22 October 2020 at 15:30 UTC.

The tweets in the network were tweeted over the 1-day, 18-hour, 23-minute period from Tuesday, 20 October 2020 at 20:59 UTC to Thursday, 22 October 2020 at 15:22 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : NodeXL
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238408
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238426
[7] https://www.youtube.com/watch?v=H2N8MDLDfUA&feature=youtu.be

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238427
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238310
[5] https://gijn.org/2020/10/22/data-journalism-top-10-visualizing-hurricanes-predicting-wildfires-social-media-algorithms-trump-loyalty-index/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238329
[4] https://twitter.com/citscioz/status/1318925860297089025
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238380
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238429

Top URLs in Tweet in G1:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238380
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238334
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238343
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238404
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238435
[2] https://www.linkedin.com/pulse/some-analyysi%C3%A4-helposti-ja-edullisesti-nodexl-case-mika-laiti/
[1] https://twitter.com/mihkal/status/1319152096739053568
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238345
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238381
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238382

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238426
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238310
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238427
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238408
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238396
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237634
[2] https://mtr.cool:443/tkazxcmygc
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238429
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238164
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238222

Top URLs in Tweet in G3:
[1] https://gijn.org/2020/10/22/data-journalism-top-10-visualizing-hurricanes-predicting-wildfires-social-media-algorithms-trump-loyalty-index/
[1] https://mtr.cool:443/wvdjoqgbzq
[1] https://twitter.com/citscioz/status/1318925860297089025
[1] https://www.youtube.com/watch?v=H2N8MDLDfUA&feature=youtu.be

[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238414

Top URLs in Tweet in G4:
[5] https://www.youtube.com/watch?v=H2N8MDLDfUA&feature=youtu.be

[3] https://gijn.org/2020/10/22/data-journalism-top-10-visualizing-hurricanes-predicting-wildfires-social-media-algorithms-trump-loyalty-index/
[3] https://twitter.com/citscioz/status/1318925860297089025
[2] https://nodexlgraphgallery.org/Pages/Default.aspx?search=Primarystemchat
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238434
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238451
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238408
[1] https://nodexlgraphgallery.org/Pages/InteractiveGraph.aspx?graphID=238434

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238161
[1] https://www.linkedin.com/pulse/stacey-harris-cro-sapient-insights-group-headline-hr-sharing-bonnie/
[1] https://twitter.com/SapientInsights/status/1313904438508216325
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238222

Top URLs in Tweet in G6:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238408
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238429
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238428
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238427

Top URLs in Tweet in G7:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238371
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238379

Top URLs in Tweet in G8:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238095
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238244

Top URLs in Tweet in G9:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233363

Top URLs in Tweet in G10:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210537

Top Domains
Top Domains in Tweet in Entire Graph:
[117] nodexlgraphgallery.org
[10] mtr.cool
[8] twitter.com
[7] youtube.com
[5] gijn.org
[3] linkedin.com

Top Domains in Tweet in G1:
[18] nodexlgraphgallery.org
[2] linkedin.com
[1] twitter.com

Top Domains in Tweet in G2:
[49] nodexlgraphgallery.org
[9] mtr.cool
[2] twitter.com
[1] gijn.org
[1] youtube.com

Top Domains in Tweet in G3:
[1] gijn.org
[1] mtr.cool
[1] twitter.com
[1] youtube.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[7] nodexlgraphgallery.org
[5] youtube.com
[3] gijn.org
[3] twitter.com

Top Domains in Tweet in G5:
[3] nodexlgraphgallery.org
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G6:
[25] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[2] nodexlgraphgallery.org

Top Domains in Tweet in G9:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] digitaltransformation
[55] bigdata
[48] iot
[47] ai
[46] datascience
[45] tech
[39] rstats
[36] uk
[36] 100daysofcode
[35] fintech



Top Hashtags in Tweet in G1:
[5] mikseivakituinen
[3] jalkapallo
[3] ilmastonmuutos
[3] ammatillinenkoulutus
[2] rokote
[2] rokotus
[2] canzuk
[2] brexit
[2] uk
[2] maatalous

Top Hashtags in Tweet in G2:
[47] bigdata
[47] ai
[46] datascience
[45] iot
[39] digitaltransformation
[38] tech
[36] rstats
[35] fintech
[35] 100daysofcode
[34] data

Top Hashtags in Tweet in G3:
[26] digitaltransformation
[19] automotive
[19] engineering
[19] robotics
[19] internetofthings
[7] digital
[7] tech
[7] technology
[7] influencer
[7] it

Top Hashtags in Tweet in G4:
[11] primarystemchat
[8] citsciozonline
[7] wildoz
[5] auspol
[5] citizenscience
[5] scicomm
[5] socialmedia
[5] influencers
[3] ddj
[2] cmworld

Top Hashtags in Tweet in G5:
[4] hrtech
[4] csr
[3] hr
[3] futureofwork
[3] hranalytics
[2] peopleanalytics
[2] shrm
[1] hrtechconf
[1] employeeexperience
[1] erp

Top Hashtags in Tweet in G6:
[21] selfdrivingcars
[2] iot
[2] machinelearning
[2] rstats
[2] bigdata
[2] artificialintelligence

Top Hashtags in Tweet in G7:
[1] knowtheo
[1] mavspirit
[1] everyoneforomaha
[1] omaha2020
[1] wearblackgiveback

Top Hashtags in Tweet in G8:
[1] datascibowl

Top Hashtags in Tweet in G9:
[1] cybersecurity
[1] hacker
[1] longlivepakistan
[1] cyberwar
[1] infosec
[1] pehchanpakistan
[1] 100daysofcode
[1] womenwhocode

Top Hashtags in Tweet in G10:
[2] muovi
[1] ympäristö
[1] muovikuuluukiertoon
[1] pakkaus
[1] mikromuovi
[1] muovikassi
[1] kierrätys

Top Words
Top Words in Tweet in Entire Graph:
[252] nodexl
[148] top
[107] hashtags
[107] #bigdata
[99] #iot
[78] #digitaltransformation
[75] #ai
[70] #rstats
[65] #datascience
[63] haroldsinnott

Top Words in Tweet in G1:
[20] nodexl
[18] top
[18] hashtags
[8] #mikseivakituinen
[7] 1000histoires
[7] thlorg
[7] marinsanna
[7] odds_12
[7] luukkanenkatja
[5] riikka_kevo

Top Words in Tweet in G2:
[135] nodexl
[86] top
[74] #bigdata
[72] #iot
[69] #ai
[60] #datascience
[52] #digitaltransformation
[49] hashtags
[47] #rstats
[43] ronald_vanloon

Top Words in Tweet in G3:
[31] nodexl
[26] #digitaltransformation
[26] cc
[26] samighazali
[24] danielnewmanuv
[19] rioja
[19] motorhome
[19] star
[19] hotel
[19] wheels

Top Words in Tweet in G4:
[23] nodexl
[18] marc_smith
[17] smr_foundation
[11] #primarystemchat
[10] connectedaction
[9] primarystemchat
[8] #citsciozonline
[8] graphs
[7] #wildoz
[7] parrotoftheday

Top Words in Tweet in G5:
[5] #hrtech
[5] #csr
[4] #hr
[4] #futureofwork
[3] #hranalytics
[3] oct
[3] nodexl
[3] martinhoyes
[3] top
[3] hashtags

Top Words in Tweet in G6:
[25] nodexl
[25] haroldsinnott
[25] top
[25] hashtags
[25] #bigdata
[25] #iot
[25] #machinelearning
[24] cloudpreacher
[22] #rstats
[21] #selfdrivingcars

Top Words in Tweet in G7:
[4] unomaha
[3] top
[3] nodexl
[3] jeremyhl
[2] tweets
[2] quarter
[2] unosmlre
[2] ncite_coe
[2] unomaha_atp
[2] prof_tnr

Top Words in Tweet in G8:
[2] nodexl
[2] top
[2] hashtags
[2] #ai
[2] #bigdata
[2] #datascibowl

Top Words in Tweet in G9:
[6] cyberwar
[3] nodexl
[3] ali_cyberwar
[3] bountyhunter_fr
[3] cyber_miley
[3] three_cube
[3] rightrelevance
[3] kamilsahab
[3] bowwow4now
[3] secpompeo

Top Words in Tweet in G10:
[2] #muovi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] top,hashtags
[52] #ai,#iot
[41] nodexl,nodexl
[35] #bigdata,#ai
[34] global,top
[34] top,10
[34] 10,influencers
[34] #iot,#tech
[34] #tech,#data
[34] #data,#usa

Top Word Pairs in Tweet in G1:
[18] top,hashtags
[7] thlorg,marinsanna
[7] marinsanna,odds_12
[6] odds_12,luukkanenkatja
[5] 1000histoires,thlorg
[4] #mikseivakituinen,nodexl
[4] nodexl,tieteentek
[4] tieteentek,epalonen
[4] epalonen,helsinkiuni
[4] helsinkiuni,ntiviitanen

Top Word Pairs in Tweet in G2:
[51] #ai,#iot
[49] top,hashtags
[41] nodexl,nodexl
[35] #bigdata,#ai
[34] global,top
[34] top,10
[34] 10,influencers
[34] #iot,#tech
[34] #tech,#data
[34] #data,#usa

Top Word Pairs in Tweet in G3:
[26] samighazali,nodexl
[24] danielnewmanuv,samighazali
[19] rioja,motorhome
[19] motorhome,star
[19] star,hotel
[19] hotel,wheels
[19] wheels,startupselfieco
[19] startupselfieco,#automotive
[19] #automotive,#engineering
[19] #engineering,#robotics

Top Word Pairs in Tweet in G4:
[12] marc_smith,smr_foundation
[7] nodexl,graphs
[7] smr_foundation,connectedaction
[5] #auspol,#wildoz
[5] #wildoz,parrotoftheday
[5] parrotoftheday,#citizenscience
[5] #citizenscience,#scicomm
[5] #scicomm,#citsciozonline
[5] #citsciozonline,common
[5] common,marc_smith

Top Word Pairs in Tweet in G5:
[3] top,hashtags
[2] #csr,oct
[2] oct,17
[2] 17,nodexl
[2] nodexl,wiweck
[2] wiweck,do_kinder
[2] do_kinder,fwdhumanity
[2] fwdhumanity,oriperr
[2] oriperr,eankitpandey
[2] eankitpandey,coalindiahq

Top Word Pairs in Tweet in G6:
[25] top,hashtags
[21] #selfdrivingcars,nodexl
[21] nodexl,mit_csail
[21] mit_csail,robotconsumer
[21] robotconsumer,pinakilaskar
[21] pinakilaskar,haroldsinnott
[21] haroldsinnott,analytics_699
[21] analytics_699,cloudpreacher
[21] cloudpreacher,fisheyebox
[21] fisheyebox,jeroenbartelse

Top Word Pairs in Tweet in G7:
[2] unomaha,top
[2] top,tweets
[2] tweets,quarter
[2] quarter,unosmlre
[2] unosmlre,nodexl
[2] nodexl,unomaha
[2] unomaha,ncite_coe
[2] ncite_coe,unomaha_atp
[2] unomaha_atp,prof_tnr
[2] prof_tnr,unobiomechanics

Top Word Pairs in Tweet in G8:
[2] top,hashtags

Top Word Pairs in Tweet in G9:
[3] cyberwar,nodexl
[3] nodexl,ali_cyberwar
[3] ali_cyberwar,bountyhunter_fr
[3] bountyhunter_fr,cyber_miley
[3] cyber_miley,three_cube
[3] three_cube,cyberwar
[3] cyberwar,rightrelevance
[3] rightrelevance,kamilsahab
[3] kamilsahab,bowwow4now
[3] bowwow4now,secpompeo

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@haroldsinnott
@ronald_vanloon
@chidambara09
@kirkdborne
@cloudpreacher
@hubofml
@iotvishal
@ingliguori
@mit_csail

Top Mentioned in G1:
@1000histoires
@thlorg
@marinsanna
@odds_12
@luukkanenkatja
@helsinkiuni
@tieteentek
@epalonen
@ntiviitanen
@tohtoriverkosto

Top Mentioned in G2:
@nodexl
@ronald_vanloon
@haroldsinnott
@hubofml
@chidambara09
@kirkdborne
@iotvishal
@ingliguori
@5stocksinto
@antgrasso_it

Top Mentioned in G3:
@nodexl
@samighazali
@danielnewmanuv
@startupselfieco
@timothy_hughes
@7wdata
@jamesmarland
@williamstim
@dej_io
@marc_smith

Top Mentioned in G4:
@marc_smith
@smr_foundation
@nodexl
@connectedaction
@parrotoftheday
@primarystemchat
@citsci_geek
@twitter
@_cybersafety
@mstewartscience

Top Mentioned in G5:
@martinhoyes
@sapientinsights
@wiweck
@do_kinder
@fwdhumanity
@oriperr
@eankitpandey
@coalindiahq
@globalcompact
@sdgscolab

Top Mentioned in G6:
@haroldsinnott
@cloudpreacher
@mit_csail
@robotconsumer
@pinakilaskar
@analytics_699
@fisheyebox
@jeroenbartelse
@waymo
@selfdriving360

Top Mentioned in G7:
@jeremyhl
@unomaha
@unosmlre
@nodexl
@ncite_coe
@unomaha_atp
@prof_tnr
@unobiomechanics
@babakristian
@unocehhs

Top Mentioned in G8:
@globaliqx
@stratorob
@spirosmargaris
@fgraillot
@insurtrek
@andi_staub
@albertogaruccio
@iti_insurtech
@sabinevdl
@enricomolinari

Top Mentioned in G9:
@cyber_miley
@three_cube
@cyberwar
@rightrelevance
@kamilsahab
@bowwow4now
@secpompeo

Top Mentioned in G10:
@vesakarha
@kauppafi
@ainohuotari
@jukkajam
@muoviteollisuus
@anselmonadir
@juhasalminen8
@yministerio
@ikeasuomi
@lassilatikanoja

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@codernotesbot
@xaelbot
@reuters
@anselmonadir
@calcaware
@cybersecurityn8
@andrewmorrisuk
@llnuxbot

Top Tweeters in G1:
@reuters
@rapeka
@ambrowoll
@gordon1000
@afp
@koippari61
@terrychristian
@iltasanomat
@ready2mix
@energiatutka

Top Tweeters in G2:
@chidambara09
@codernotesbot
@xaelbot
@calcaware
@andrewmorrisuk
@llnuxbot
@codegnuts
@nlognbot
@dataaugmented
@lkafle

Top Tweeters in G3:
@xzpwedvhhh37i3c
@timothy_hughes
@7wdata
@akil115
@danielnewmanuv
@angelinux3000
@ronald_vanloon
@mariucciapoli
@shokurobi
@carmenbonvil

Top Tweeters in G4:
@cmicontent
@propublica
@dshiao
@parrotoftheday
@rachaellehr
@b2the7
@mdeziel
@heidicohen
@mstewartscience
@wakelet

Top Tweeters in G5:
@hrcurator
@wiweck
@david_green_uk
@eankitpandey
@globalcompact
@mckinsey
@martinhoyes
@realizedworth
@hrexecmag
@do_kinder

Top Tweeters in G6:
@sectest9
@cybersecurityn8
@techtrendingnow
@greentechdon
@robotconsumer
@iottogether
@baski_la
@jeroenbartelse
@eli_krumova
@slider_hoos

Top Tweeters in G7:
@jeremyhl
@babakristian
@willthewordguy
@aejmc
@unomaha
@csw_aejmc
@ire_nicar
@jretis
@aejmc_prd
@ginaligon

Top Tweeters in G8:
@ssxman2
@spirosmargaris
@andi_staub
@enricomolinari
@how_sustainable
@albertogaruccio
@sabinevdl
@globaliqx
@fgraillot
@pansares

Top Tweeters in G9:
@bowwow4now
@three_cube
@cloud_cio_
@cyberwar
@codingretweets
@cyber_miley
@secpompeo
@rightrelevance
@kamilsahab
@cassieinparis1

Top Tweeters in G10:
@anselmonadir
@vesakarha
@kauppafi
@ainohuotari
@yministerio
@muoviteollisuus
@ikeasuomi
@lassilatikanoja
@juhasalminen8
@jukkajam


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