gephi, Twitter, 9/7/2021 12:55:18 AM, 261364


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gephi_2021-09-06_17-52-00.xlsx
gephi_2021-09-06_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 07, 2021
Short Description:
gephi via NodeXL https://bit.ly/3kYBnmW
@gephi
@allhoff_joachim
@docassar
@hxxxkxxx
@salhaj
@achillecorrege
@chidambara09
@michaelbathurst
@nrauhauser
@cyberalexi

Top hashtags:
#nodexl
#gephi
#twitterresearchproject
#mediaresearchinstitute
#datascience

Description:
Description
The graph represents a network of 340 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, 07 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 07 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 22-hour, 52-minute period from Tuesday, 24 August 2021 at 01:17 UTC to Monday, 06 September 2021 at 00:09 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 : 340
Unique Edges : 326
Edges With Duplicates : 1179
Total Edges : 1505
Number of Edge Types : 5
Retweet : 256
MentionsInRetweet : 749
Mentions : 408
Replies to : 47
Tweet : 45
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.0721649484536082
Reciprocated Edge Ratio : 0.134615384615385
Connected Components : 48
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 1333
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.700215
Graph Density : 0.00541384695471109
Modularity : 0.332311
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 340 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, 07 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 07 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 22-hour, 52-minute period from Tuesday, 24 August 2021 at 01:17 UTC to Monday, 06 September 2021 at 00:09 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:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260931
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260926
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260846
[15] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260939
[8] http://dahss21.harald-klinke.de/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260927
[7] https://mmartiniano.medium.com/climate-change-wikipedia-citation-network-e3e72d4227bf?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G1:
[15] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[5] https://twitter.com/Gephi/status/1433157944682614792
[2] https://twitter.com/Gephi/status/1429826665375535106
[1] https://github.com/gephi/gephi/issues?q=is%3Aissue+is%3Aopen
[1] https://twitter.com/quicktake/status/1323225006743134208
[1] http://www.martingrandjean.ch/
[1] https://twitter.com/GrandjeanMartin/status/1429793306821660672
[1] https://medium.com/streamrblog/how-to-join-the-brubeck-testnet-c8b823c847f8

Top URLs in Tweet in G2:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260931
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260926
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260846
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260939
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260927
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260930
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259903
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260690

Top URLs in Tweet in G3:
[2] https://gephi.org/
[1] https://www.abacademies.org/articles/An-analysis-of-the-Korean-popular-culture-on-social-media-examination-of-the-Thai-fandom-through-Twitter-in-Thailand-1532-5806-24-7-298.pdf
[1] https://twitter.com/eldiarioes/status/1431263229917884420
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b515e436b3e77203b675e50394377207759&location_id=4703811830888967522&signature=408c49efdba2e9a89ce672e63040b15d7f6a1d57d8b3f785159e1135cc3392bd
[1] https://doug.specht.co.uk/twitter-research/collecting-twitter-with-tags-for-gephi/
[1] https://twitter.com/Gephi/status/1433157944682614792
[1] http://www.toshioblog.com/archives/28333606.html

Top URLs in Tweet in G4:
[7] http://dahss21.harald-klinke.de/

Top URLs in Tweet in G5:
[1] https://www.jcu.edu.au/this-is-uni/people-and-societies/articles/the-social-science-of-social-media

Top URLs in Tweet in G7:
[7] https://mmartiniano.medium.com/climate-change-wikipedia-citation-network-e3e72d4227bf?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/@mvinnicius22/construindo-e-analisando-uma-rede-a-partir-de-uma-p%C3%A1gina-da-wikip%C3%A9dia-5cae2d391346?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://matheusrdsantos.medium.com/construindo-uma-rede-complexa-a-partir-de-p%C3%A1ginas-da-wikipedia-4c5754c98303?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[1] https://medium.com/@jonathantvrs/case-study-a-network-of-wikipedia-pages-602962bc5609

Top URLs in Tweet in G8:
[1] https://arxiv.org/abs/1905.02202
[1] https://twitter.com/Gephi/status/1429826665375535106

Top URLs in Tweet in G10:
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] nodexl
[65] gephi
[45] twitterresearchproject
[43] mediaresearchinstitute
[42] datascience
[26] socialnetworkanalysis
[22] socialmedia
[19] python
[14] brubecktestnet
[13] climatechange



Top Hashtags in Tweet in G1:
[14] brubecktestnet
[2] java
[2] copenhagen
[1] zoloft
[1] networkanalysis
[1] socialnetworkanalysis
[1] dataviz
[1] mediaresearchinstitute
[1] twitterresearchproject
[1] digitaltransformation

Top Hashtags in Tweet in G2:
[77] nodexl
[44] twitterresearchproject
[42] mediaresearchinstitute
[41] gephi
[35] datascience
[24] socialnetworkanalysis
[21] socialmedia
[12] phdchat
[11] bigdata
[11] redessociales

Top Hashtags in Tweet in G3:
[2] gephi
[1] socialnetworkanalysis
[1] socialmedia
[1] k_pop
[1] koreanculture
[1] twitter
[1] marchmadness
[1] gametheory
[1] apg5193

Top Hashtags in Tweet in G4:
[7] dahss21
[7] datascience
[7] arthistory
[1] digitalarthistory
[1] digitalhumanties
[1] culturalanalytics
[1] informationscience

Top Hashtags in Tweet in G5:
[1] ssw2021
[1] nodexl
[1] gephi
[1] sna
[1] greatbarrierreef

Top Hashtags in Tweet in G7:
[19] gephi
[19] python
[11] wikipedia
[7] climatechange
[7] graph
[7] complexnetworks
[6] complexnetworkanalysis
[6] networkx
[5] sherlockholmes
[5] networking

Top Words
Top Words in Tweet in Entire Graph:
[333] gephi
[181] nodexl
[102] docassar
[98] allhoff_joachim
[78] #nodexl
[78] michaelbathurst
[76] hashtagmarketi7
[65] #gephi
[60] java
[59] salhaj

Top Words in Tweet in G1:
[176] gephi
[54] java
[54] devs
[53] dear
[53] still
[53] looking
[53] contributors
[53] everyone
[53] please
[53] retweet

Top Words in Tweet in G2:
[181] nodexl
[102] docassar
[97] allhoff_joachim
[78] michaelbathurst
[77] #nodexl
[76] hashtagmarketi7
[71] gephi
[59] salhaj
[51] chidambara09
[44] #twitterresearchproject

Top Words in Tweet in G3:
[14] gephi
[4] using
[3] twitter
[3] week
[2] alguém
[2] social
[2] media
[2] #gephi
[2] grafos
[2] hawks

Top Words in Tweet in G4:
[7] check
[7] team's
[7] results
[7] cultural
[7] data
[7] science
[7] co
[7] cnp2lasn6d
[7] #dahss21
[7] #datascience

Top Words in Tweet in G5:
[5] happy
[5] social
[5] sciences
[5] week
[5] thanks
[5] much
[5] tianna_killoran
[5] taking
[5] time
[5] chat

Top Words in Tweet in G6:
[6] rstudio
[4] gephi
[3] menciones
[3] hola
[3] datos
[2] oscareldiez
[2] escuela_civica
[2] bajé
[2] data
[2] api

Top Words in Tweet in G7:
[19] #gephi
[19] #python
[18] uma
[15] akbarth3great
[13] rede
[11] #wikipedia
[11] construindo
[11] partir
[10] wikipedia
[8] páginas

Top Words in Tweet in G8:
[5] gephi
[5] j'ai
[4] communautés
[3] personnalités
[3] open
[3] source
[2] nicolasbchb
[2] autre
[2] ont
[2] été

Top Words in Tweet in G9:
[2] gephi

Top Words in Tweet in G10:
[17] الرسوم
[10] البيانية
[9] يستخدم
[8] gephi
[8] هو
[8] برنامج
[8] مفتوح
[8] المصدر
[8] لتصور
[8] وتحليل

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] nodexl,michaelbathurst
[56] java,devs
[55] dear,java
[55] devs,still
[55] still,looking
[55] looking,contributors
[55] contributors,gephi
[55] gephi,everyone
[55] everyone,please
[55] please,retweet

Top Word Pairs in Tweet in G1:
[54] java,devs
[53] dear,java
[53] devs,still
[53] still,looking
[53] looking,contributors
[53] contributors,gephi
[53] gephi,everyone
[53] everyone,please
[53] please,retweet
[52] gephi,dear

Top Word Pairs in Tweet in G2:
[57] nodexl,michaelbathurst
[41] #nodexl,nodexl
[40] #mediaresearchinstitute,#twitterresearchproject
[38] nodexl,mihkal
[38] mihkal,nodexl
[38] michaelbathurst,docassar
[38] docassar,hashtagmarketi7
[34] hashtagmarketi7,salhaj
[33] gephi,nodexl
[31] nodexl,gephi

Top Word Pairs in Tweet in G3:
[2] social,media
[2] grafos,gephi
[2] run,memory

Top Word Pairs in Tweet in G4:
[7] check,team's
[7] team's,results
[7] results,cultural
[7] cultural,data
[7] data,science
[7] science,co
[7] co,cnp2lasn6d
[7] cnp2lasn6d,#dahss21
[7] #dahss21,#datascience
[7] #datascience,#arthistory

Top Word Pairs in Tweet in G5:
[5] happy,social
[5] social,sciences
[5] sciences,week
[5] week,thanks
[5] thanks,much
[5] much,tianna_killoran
[5] tianna_killoran,taking
[5] taking,time
[5] time,chat
[5] chat,research

Top Word Pairs in Tweet in G6:
[2] escuela_civica,rstudio
[2] rstudio,gephi
[2] bajé,data
[2] data,rstudio
[2] rstudio,api
[2] api,twitter
[2] twitter,menciones
[2] menciones,misma
[2] misma,celda
[2] celda,haces

Top Word Pairs in Tweet in G7:
[13] uma,rede
[10] akbarth3great,#gephi
[7] #gephi,#climatechange
[7] #climatechange,#python
[7] #python,#graph
[7] #graph,#complexnetworks
[7] #complexnetworks,climate
[7] climate,change
[7] change,wikipedia
[7] wikipedia,citation

Top Word Pairs in Tweet in G8:
[3] open,source
[2] communautés,ont
[2] ont,été
[2] codez,java
[2] java,aimez
[2] aimez,cartographies
[2] cartographies,réseaux
[2] réseaux,pouvez
[2] pouvez,participer
[2] participer,super

Top Word Pairs in Tweet in G10:
[10] الرسوم,البيانية
[8] gephi,هو
[8] هو,برنامج
[8] برنامج,مفتوح
[8] مفتوح,المصدر
[8] المصدر,لتصور
[8] لتصور,وتحليل
[8] وتحليل,الرسوم
[8] البيانية,للشبكات
[8] للشبكات,الكبيرة

Top Replied-To
Top Replied-To in Entire Graph:
@docassar
@simoncopland
@timothyjgraham
@oscareldiez
@madiko
@epiellie
@streamr
@oliveirarsamuel
@salhaj
@michaelbathurst

Top Replied-To in G1:
@simoncopland
@timothyjgraham
@streamr
@duiker101
@gephi

Top Replied-To in G2:
@docassar
@michaelbathurst
@salhaj
@allhoff_joachim

Top Replied-To in G6:
@oscareldiez
@ana_valdi
@jcortesanchez

Top Replied-To in G8:
@frma_aucl
@gravite_zero
@ericchamois

Top Replied-To in G9:
@tatayoyokesski1
@ba_trou

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@docassar
@hashtagmarketi7
@michaelbathurst
@salhaj
@chidambara09
@nodexl
@mihkal
@reutsmichael1

Top Mentioned in G1:
@gephi
@tantlab
@streamr
@jacomyma
@anderskmunk
@grandjeanmartin
@timothyjgraham
@os2int
@unil
@dhi_epfl

Top Mentioned in G2:
@allhoff_joachim
@docassar
@hashtagmarketi7
@michaelbathurst
@salhaj
@chidambara09
@nodexl
@mihkal
@reutsmichael1
@gephi

Top Mentioned in G4:
@hxxxkxxx
@nodegoat
@wikidata
@gephi
@epoz
@foka_uoi
@gustavolsj

Top Mentioned in G5:
@tianna_killoran
@carlylubicz
@jcu
@socsciweek
@jcucase
@dr_maxnewlands
@theresapetray

Top Mentioned in G6:
@rstudio
@gephi
@escuela_civica
@admonurosario
@urosario
@faaecolombia
@scopus

Top Mentioned in G7:
@akbarth3great
@jonathantvrs_

Top Mentioned in G8:
@nicolasbchb
@jacomyma
@gephi
@zohrabitan
@ericnaulleau

Top Mentioned in G9:
@alexsamtg
@f_philippot
@jlmelenchon
@le_general__off
@l_infirmier_0ff

Top Mentioned in G10:
@2linuxorg

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@silvrib
@ipythonistabot
@jfsebastian146
@fabriciosx
@godfrey_g_
@mariluparreiras
@tuly_costa
@fluttbot
@jane__eden

Top Tweeters in G1:
@steltenpower
@rowlandm
@snurb_dot_info
@arfness
@luca
@simoncopland
@waitmanb
@knagasaki
@imjacobstamp
@scott_bot

Top Tweeters in G2:
@chidambara09
@fabriciosx
@godfrey_g_
@fluttbot
@jane__eden
@salhaj
@michaelbathurst
@datasciencebot_
@grjenkin
@nvsdata

Top Tweeters in G3:
@ghouloey
@larinarel
@inohanica
@winhouw
@rubensyanes
@rmdes_
@shfjri
@sh19910711
@oscarmarinmiro
@avosguacamoles

Top Tweeters in G4:
@elizabot9
@epoz
@prometheus_ev
@wikidata
@hxxxkxxx
@airun72
@gustavolsj
@fldus
@nodegoat
@barbararomf

Top Tweeters in G5:
@jcu
@theresapetray
@nonwaynewayne
@jcucase
@jg_milton
@dr_maxnewlands
@socsciweek
@tianna_killoran
@carlylubicz

Top Tweeters in G6:
@faaecolombia
@urosario
@ana_valdi
@admonurosario
@scopus
@rstudio
@jcortesanchez
@escuela_civica
@oscareldiez

Top Tweeters in G7:
@ipythonistabot
@jfsebastian146
@akbarth3great
@cynoviant
@ztsecure
@agent_guzman
@mansuk_lo_rume
@pythonbotbr
@jonathantvrs_

Top Tweeters in G8:
@zohrabitan
@gravite_zero
@frma_aucl
@ericnaulleau
@nataniel_bahs
@nicolasbchb
@achillecorrege
@ericchamois

Top Tweeters in G9:
@jlmelenchon
@alexsamtg
@f_philippot
@l_infirmier_0ff
@ultime_man
@le_general__off
@tatayoyokesski1
@ba_trou

Top Tweeters in G10:
@health_and_news
@kahloutmm
@2linuxorg
@ibrabreeh
@90mjeed
@oman_web
@mhmoud6699
@computer_code


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