gephi, Twitter, 7/14/2020 6:02:45 AM, 230604


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gephi_2020-07-13_18-28-51.xlsx
gephi_2020-07-13_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 14, 2020
Short Description:
gephi via NodeXL https://bit.ly/2OkRxH9
@barripdmx
@julianmaciast
@docassar
@lorandbodo
@allhoff_joachim
@gephi
@jacomyma
@rstatstweet
@deniscasther
@ifeanyidiaye

Top hashtags:
#argentinaapoyaabolsonaro
#gephi
#r
#twitterresearchproject
#nodexl
#rstats
#twitter
#sna

Description:
Description
The graph represents a network of 327 Twitter users whose tweets in the requested range contained "gephi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 July 2020 at 01:28 UTC.

The requested start date was Tuesday, 14 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 11-minute period from Tuesday, 30 June 2020 at 07:10 UTC to Monday, 13 July 2020 at 21:21 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 : 327
Unique Edges : 339
Edges With Duplicates : 437
Total Edges : 776
Number of Edge Types : 5
Tweet : 48
Retweet : 170
MentionsInRetweet : 385
Replies to : 55
Mentions : 118
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0271398747390397
Reciprocated Edge Ratio : 0.0528455284552846
Connected Components : 52
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 199
Maximum Edges in a Connected Component : 642
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.582234
Graph Density : 0.00461529802442731
Modularity : 0.518974
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 327 Twitter users whose tweets in the requested range contained "gephi", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 14 July 2020 at 01:28 UTC.

The requested start date was Tuesday, 14 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 11-minute period from Tuesday, 30 June 2020 at 07:10 UTC to Monday, 13 July 2020 at 21:21 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 : GraphServerTwitterSearch
Graph Term : gephi
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:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[7] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[6] https://fotografie2014.wordpress.com/twitter/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230308
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2281-1
[3] https://gephi.org/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226633
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[2] https://dfrlab.github.io/Plandemic/
[2] https://www.youtube.com/watch?v=nTZZEHDkqNg&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[6] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[6] https://fotografie2014.wordpress.com/twitter/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230308
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2281-1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226633
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[1] https://twitter.com/anatbd/status/1280217605903650819
[1] https://www.youtube.com/watch?v=YM_37z_uURM&feature=youtu.be

[1] https://www.youtube.com/watch?v=0LqY8OfSsKE&feature=youtu.be


Top URLs in Tweet in G3:
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://github.com/twintproject/twint
[1] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[1] https://github.com/hjunker/TwitterSearch2Gephi
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] https://twitter.com/ADHOrg/status/1278491097212354562
[1] https://twitter.com/DisinfoG/status/1278216200582037505

Top URLs in Tweet in G4:
[1] https://dfrlab.github.io/Plandemic/

Top URLs in Tweet in G5:
[1] https://twitter.com/julianmaciast/status/1277715749264592897
[1] https://www.centos.org/variants/
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/er.5111?cookieSet=1
[1] https://pubs.rsc.org/en/content/articlelanding/2018/cs/c7cs00180k#!divAbstract
[1] https://www.slideshare.net/Nguynng11/fmcw-vs-pulse-radar
[1] https://www.google.com/imgres?imgurl=http%3A%2F%2Fwww.snubi.org%2Fsoftware%2Fbiolattice%2Finput_format.jpg&imgrefurl=http%3A%2F%2Fwww.snubi.org%2Fsoftware%2Fbiolattice%2F&docid=e1C3oMdLGKMSGM&tbnid=ejASIz1V_maqIM&vet=1&w=800&h=641&itg=1&bih=725&biw=1455&ved=2ahUKEwj2mu2h_67qAhWGQc0KHVkADJkQxiAoAnoECAEQHA&iact=c&ictx=1#h=641&imgdii=bp5L4aKmZ47hVM&vet=1&w=800
[1] https://www.researchgate.net/figure/Screenshot-of-a-visualization-of-a-network-using-Gephi-software_fig2_291338683
[1] https://www.mdpi.com/journal/catalysts/special_issues/volatile-organic-compounds
[1] https://www.researchgate.net/figure/Physical-chemical-processes-of-nicotine-reactions-with-nitrous-acid-on-indoor-surfaces_fig1_51179942
[1] https://blog.f-secure.com/searching-twitter-with-twarc/

Top URLs in Tweet in G7:
[1] https://gephi.org/

Top URLs in Tweet in G9:
[1] https://sygefor.reseau-urfist.fr/#/program/toulouse
[1] https://www.cairn.info/revue-herodote-2020-2-page-77.htm?contenu=article

Top Domains
Top Domains in Tweet in Entire Graph:
[16] nodexlgraphgallery.org
[13] youtube.com
[7] twitter.com
[6] wordpress.com
[5] gephi.org
[4] google.com
[3] nature.com
[3] github.com
[2] github.io
[2] martingrandjean.ch

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

Top Domains in Tweet in G2:
[16] nodexlgraphgallery.org
[9] youtube.com
[6] wordpress.com
[3] nature.com
[3] google.com
[1] twitter.com
[1] hypotheses.org
[1] github.io
[1] github.com

Top Domains in Tweet in G3:
[2] github.com
[2] martingrandjean.ch
[2] youtube.com
[2] twitter.com

Top Domains in Tweet in G4:
[1] github.io

Top Domains in Tweet in G5:
[2] researchgate.net
[1] twitter.com
[1] centos.org
[1] wiley.com
[1] rsc.org
[1] slideshare.net
[1] google.com
[1] mdpi.com
[1] f-secure.com
[1] towardsdatascience.com

Top Domains in Tweet in G7:
[1] gephi.org

Top Domains in Tweet in G9:
[1] reseau-urfist.fr
[1] cairn.info

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] argentinaapoyaabolsonaro
[27] gephi
[26] r
[18] twitterresearchproject
[13] nodexl
[11] rstats
[9] twitter
[9] sna
[7] datascience
[6] socmint



Top Hashtags in Tweet in G1:
[62] argentinaapoyaabolsonaro
[1] argentinasupportstrump

Top Hashtags in Tweet in G2:
[18] twitterresearchproject
[17] gephi
[13] nodexl
[11] rstats
[7] datascience
[5] qgis
[5] illuminati
[4] stuttgart
[4] ripdonaldtrump
[4] decolonisation

Top Hashtags in Tweet in G3:
[4] socmint
[4] twitter
[4] sna
[4] gephi
[1] digitalhumanities
[1] collectiveintelligence
[1] design

Top Hashtags in Tweet in G4:
[25] r
[2] gephi
[2] osint
[1] osintcurious

Top Hashtags in Tweet in G5:
[3] gephi
[1] tfm
[1] máster
[1] sna
[1] osint
[1] fruchtermanreingold
[1] forceatlas
[1] yifanhu

Top Words
Top Words in Tweet in Entire Graph:
[233] gephi
[85] julianmaciast
[64] tengo
[62] #argentinaapoyaabolsonaro
[62] tt1
[62] argentina
[62] pulsetuit
[62] listo
[62] analizarlo
[62] pinta

Top Words in Tweet in G1:
[88] gephi
[85] julianmaciast
[62] #argentinaapoyaabolsonaro
[62] tt1
[62] argentina
[62] tengo
[62] pulsetuit
[62] listo
[62] analizarlo
[62] pinta

Top Words in Tweet in G2:
[54] gephi
[26] allhoff_joachim
[23] docassar
[21] jacomyma
[21] analysis
[20] sna
[18] #twitterresearchproject
[17] network
[17] tweets
[17] #gephi

Top Words in Tweet in G3:
[19] disinfog
[18] gephi
[17] data
[13] windows
[13] cli
[13] lets
[13] collect
[12] twitter
[12] twittersearch2gephi
[12] initial

Top Words in Tweet in G4:
[25] great
[25] guide
[25] zkharazian
[25] track
[25] viral
[25] video's
[25] spread
[25] facebook
[25] using
[25] crowdtangle

Top Words in Tweet in G5:
[19] ãƒ
[17] gephi
[4] ªã
[3] análisis
[3] #gephi
[3] data
[2] redes
[2] tem
[2] muito
[2] sociales

Top Words in Tweet in G6:
[5] gephi
[3] ce
[3] twarc
[2] permet
[2] peut
[2] twitter
[2] dã

Top Words in Tweet in G7:
[2] roberto36906126

Top Words in Tweet in G8:
[3] water
[2] gephi
[2] skittle
[2] balls
[2] frame
[2] brody

Top Words in Tweet in G9:
[5] gephi
[3] notre
[3] programme
[3] prêt
[3] rentrée
[3] dès
[3] 03
[3] septembre
[3] pao
[3] zotero

Top Words in Tweet in G10:
[3] ž
[2] yuliedelstein
[2] œ
[2] ª
[2] gephi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] #argentinaapoyaabolsonaro,tt1
[62] tt1,argentina
[62] argentina,tengo
[62] tengo,pulsetuit
[62] pulsetuit,gephi
[62] gephi,listo
[62] listo,analizarlo
[62] analizarlo,pinta
[61] julianmaciast,#argentinaapoyaabolsonaro
[57] pinta,queâ

Top Word Pairs in Tweet in G1:
[62] #argentinaapoyaabolsonaro,tt1
[62] tt1,argentina
[62] argentina,tengo
[62] tengo,pulsetuit
[62] pulsetuit,gephi
[62] gephi,listo
[62] listo,analizarlo
[62] analizarlo,pinta
[61] julianmaciast,#argentinaapoyaabolsonaro
[57] pinta,queâ

Top Word Pairs in Tweet in G2:
[16] social,network
[15] #twitterresearchproject,social
[15] network,analysis
[15] analysis,sna
[14] sna,tweets
[12] gephi,nodexl
[12] jacomyma,gephi
[9] videos,gephi
[9] allhoff_joachim,#twitterresearchproject
[8] docassar,gephi

Top Word Pairs in Tweet in G3:
[13] windows,cli
[13] lets,collect
[13] collect,data
[12] disinfog,twittersearch2gephi
[12] twittersearch2gephi,initial
[12] initial,version
[12] version,windows
[12] cli,app
[12] app,lets
[10] data,twitter

Top Word Pairs in Tweet in G4:
[25] great,guide
[25] guide,zkharazian
[25] zkharazian,track
[25] track,viral
[25] viral,video's
[25] video's,spread
[25] spread,facebook
[25] facebook,using
[25] using,crowdtangle
[25] crowdtangle,#r

Top Word Pairs in Tweet in G5:
[13] ãƒ,ãƒ
[3] ªã,ãƒ
[2] ãƒÿãƒ,ãƒ

Top Word Pairs in Tweet in G6:
[3] twarc,gephi

Top Word Pairs in Tweet in G8:
[2] gephi,skittle
[2] skittle,balls

Top Word Pairs in Tweet in G9:
[3] notre,programme
[3] programme,prêt
[3] prêt,rentrée
[3] rentrée,dès
[3] dès,03
[3] 03,septembre
[3] septembre,pao
[3] pao,zotero
[3] zotero,gephi
[3] gephi,dataviz

Top Word Pairs in Tweet in G10:
[2] ª,ž

Top Replied-To
Top Replied-To in Entire Graph:
@dsunderhood
@jacomyma
@shirazhaderach
@guajiro1868
@allhoff_joachim
@sachaotique
@alexgekker
@p0lif3m0
@melfenaert
@jmtoralc

Top Replied-To in G1:
@barripdmx

Top Replied-To in G2:
@jacomyma
@shirazhaderach
@allhoff_joachim
@alexgekker
@p0lif3m0
@mihkal

Top Replied-To in G3:
@liberalizar
@bendobrown
@adv_1977
@gephi

Top Replied-To in G4:
@cibernicola_es

Top Replied-To in G6:
@ambrosixavier
@epic_hur
@stalec_
@guillaumeq1t1

Top Replied-To in G7:
@roberto36906126

Top Replied-To in G8:
@melisandrepro
@belleeternal

Top Replied-To in G9:
@laurent_beaug

Top Replied-To in G10:
@oren_data
@yuliedelstein

Top Mentioned
Top Mentioned in Entire Graph:
@julianmaciast
@pulsetuit
@barripdmx
@gephi
@lorandbodo
@zkharazian
@crowdtangle
@allhoff_joachim
@jacomyma
@docassar

Top Mentioned in G1:
@julianmaciast
@pulsetuit
@barripdmx

Top Mentioned in G2:
@allhoff_joachim
@jacomyma
@gephi
@docassar
@ifeanyidiaye
@aqsaqal
@barripdmx
@secou
@dfrlab
@jsellenberg

Top Mentioned in G3:
@disinfog
@gephi
@secou
@sumingkhoo
@johnbreslin
@plevy
@carlgomb
@johnmaeda
@jdoedoe101101
@twitter

Top Mentioned in G4:
@zkharazian
@crowdtangle
@lorandbodo
@iordic
@infogon
@310hkc41b
@dfrlab
@carloseisdedos
@cibernicola_es

Top Mentioned in G6:
@wladtepes
@zulu18360299
@fluidloading
@zenutopia1

Top Mentioned in G7:
@anarcopedagoga
@nathfinancas
@galodeluta
@gabriolaz
@tretanotrampo
@yurimarcal

Top Mentioned in G8:
@stranahan
@stbridgetathena
@chrisadams66
@famouspapis

Top Mentioned in G9:
@urfistoulouse
@laurent_beaug

Top Mentioned in G10:
@yuliedelstein
@naftalibennett

Top Tweeters
Top Tweeters in Entire Graph:
@googleexpertuk
@collegemenfess
@irialume
@raulpacheco
@websecurityit
@stranahan
@mjoehlerich
@anjorma3
@rdsweb
@manuvarsss

Top Tweeters in G1:
@irialume
@anjorma3
@manuvarsss
@fasosamaldonado
@cartagotv
@maledog88
@maruweth
@cosmicopepino
@pgpnzalo1
@cappescanova

Top Tweeters in G2:
@googleexpertuk
@mjoehlerich
@rstatstweet
@nvsdata
@drjdrooghaag
@rainbow_zero
@s_akrati
@clintwarren6
@rstats4ds
@caseyboyle

Top Tweeters in G3:
@jdoedoe101101
@johnbreslin
@crid
@kpfssport
@exmergere
@carlgomb
@plevy
@digtalhumanatee
@sumingkhoo
@grandjeanmartin

Top Tweeters in G4:
@websecurityit
@rdsweb
@infogon
@faildef
@iordic
@rafsanchez
@__n33phthyz__
@carloseisdedos
@cibernicola_es
@thetechhouseuk

Top Tweeters in G5:
@antumbral
@kimjoaoun
@peaceful1979
@webanalyste
@fantasticlife
@iasdoar
@fahmisidris
@jamesmarsh79
@don_donaq
@enriquealopezm

Top Tweeters in G6:
@fluidloading
@guillaumeq1t1
@zulu18360299
@zenutopia1
@epic_hur
@alexand64744343
@stalec_
@wladtepes
@ambrosixavier

Top Tweeters in G7:
@gabriolaz
@nathfinancas
@pedro_barciela
@yurimarcal
@anarcopedagoga
@galodeluta
@tretanotrampo
@roberto36906126

Top Tweeters in G8:
@stranahan
@melisandrepro
@stbridgetathena
@slren_
@chrisadams66
@famouspapis
@belleeternal

Top Tweeters in G9:
@ljegou
@carnets_debord
@r_mejean
@urfistoulouse
@rkrummeich
@laurent_beaug

Top Tweeters in G10:
@naftalibennett
@oren_data
@yuliedelstein
@assafegozi
@neuomer


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