gephi, Twitter, 9/14/2021 12:55:14 AM, 261966


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gephi_2021-09-13_17-52-00.xlsx
gephi_2021-09-13_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2021
Short Description:
gephi via NodeXL https://bit.ly/3tHMmVF
@gephi
@allhoff_joachim
@hxxxkxxx
@bkeegan
@julianmaciast
@chidambara09
@salhaj
@michaelbathurst
@secou
@frueheneuzeit

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

Description:
Description
The graph represents a network of 257 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 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 14 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, 37-minute period from Tuesday, 31 August 2021 at 02:25 UTC to Monday, 13 September 2021 at 01:02 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 : 257
Unique Edges : 237
Edges With Duplicates : 516
Total Edges : 753
Number of Edge Types : 5
Tweet : 43
Retweet : 164
MentionsInRetweet : 341
Replies to : 35
Mentions : 170
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0697674418604651
Reciprocated Edge Ratio : 0.130434782608696
Connected Components : 41
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 166
Maximum Edges in a Connected Component : 619
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.731692
Graph Density : 0.00629255836575876
Modularity : 0.436303
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 257 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 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 14 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, 37-minute period from Tuesday, 31 August 2021 at 02:25 UTC to Monday, 13 September 2021 at 01:02 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:
[12] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260926
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260931
[9] http://dahss21.harald-klinke.de/
[7] https://twitter.com/Gephi/status/1433157944682614792
[7] https://mmartiniano.medium.com/climate-change-wikipedia-citation-network-e3e72d4227bf?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261364
[4] https://www.shoantel.com/proj/acm-ht/visualisations/demos/index.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260927

Top URLs in Tweet in G1:
[11] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[6] https://twitter.com/Gephi/status/1433157944682614792
[2] https://twitter.com/Gephi/status/1429826665375535106
[1] https://arxiv.org/abs/1905.02202
[1] https://github.com/gephi/gephi/issues?q=is%3Aissue+is%3Aopen

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260926
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260931
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261364
[3] https://drive.google.com/file/d/1V8VDKgqRE3Ait1LOwdKrF73c0Y2BEvse/view?usp=sharing
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260927
[1] https://app.powerbi.com/view?r=eyJrIjoiZGY4NTY4ZTEtMzQyMS00NDY4LWFkZTctNTQ0ZWY0NjE1YzQzIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9&pageName=ReportSectionf4aa3d34b172e5129642
[1] https://drive.google.com/file/d/1ySU6lLql3jb9eZmHP-E86G6YzI0Vs1cw/view?usp=sharing
[1] https://drive.google.com/file/d/1u7gJD7K3LdFCdPdaJW_v3-V6HWxbMngn/view?usp=sharing
[1] https://drive.google.com/file/d/1Za6gYLgGTjT56jj7pbN_VhizfSpL6MVS/view?usp=sharing

Top URLs in Tweet in G3:
[2] https://www.eventbrite.ca/e/gephi-tickets-168779854087
[1] https://twitter.com/Gephi/status/1433157944682614792
[1] http://www.toshioblog.com/archives/28333606.html
[1] https://gephi.org/
[1] https://dhsite.org/workshops/
[1] https://dhsite.org/ateliers-2/
[1] https://visual.ly/
[1] https://www.youtube.com/watch?v=FpOIbhOmGUs&feature=youtu.be

[1] https://www.youtube.com/watch?v=JfMTWr8_pw4&feature=youtu.be


Top URLs in Tweet in G4:
[9] 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:
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385

Top URLs in Tweet in G8:
[1] https://gephi.org/

Top URLs in Tweet in G9:
[1] https://github.com/cuinfoscience/INFO5613-Fall2021/tree/main/Week%2003%20-%20Visualizing%20networks
[1] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/

Top URLs in Tweet in G10:
[7] https://mmartiniano.medium.com/climate-change-wikipedia-citation-network-e3e72d4227bf?source=rss------python-5&utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[28] nodexlgraphgallery.org
[17] wordpress.com
[12] twitter.com
[9] harald-klinke.de
[7] medium.com
[6] google.com
[5] github.com
[4] shoantel.com
[3] youtube.com
[3] gephi.org

Top Domains in Tweet in G1:
[11] wordpress.com
[8] twitter.com
[1] arxiv.org
[1] github.com

Top Domains in Tweet in G2:
[28] nodexlgraphgallery.org
[6] google.com
[5] wordpress.com
[1] powerbi.com
[1] wikipedia.org
[1] youtube.com

Top Domains in Tweet in G3:
[2] dhsite.org
[2] eventbrite.ca
[2] youtube.com
[1] twitter.com
[1] toshioblog.com
[1] gephi.org
[1] visual.ly

Top Domains in Tweet in G4:
[9] harald-klinke.de

Top Domains in Tweet in G5:
[1] edu.au

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

Top Domains in Tweet in G8:
[1] gephi.org

Top Domains in Tweet in G9:
[1] github.com
[1] wordpress.com

Top Domains in Tweet in G10:
[7] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] nodexl
[30] gephi
[25] mediaresearchinstitute
[25] twitterresearchproject
[25] socialnetworkanalysis
[22] datascience
[9] bundestagswahl2021
[9] btw2021
[9] btw21
[9] dahss21



Top Hashtags in Tweet in G1:
[2] gephi
[2] nodexl
[2] pajek
[2] netlytic
[2] cytoscape
[2] visone
[2] netdraw
[2] kumu
[2] socnetv
[2] tulip

Top Hashtags in Tweet in G2:
[29] nodexl
[25] mediaresearchinstitute
[25] twitterresearchproject
[24] socialnetworkanalysis
[16] gephi
[12] datascience
[9] bundestagswahl2021
[9] btw2021
[9] btw21
[8] generativeart

Top Hashtags in Tweet in G3:
[3] apg5193
[1] sna
[1] ars
[1] gephi
[1] datascience

Top Hashtags in Tweet in G4:
[9] dahss21
[9] datascience
[9] 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 G10:
[7] gephi
[7] climatechange
[7] python
[7] graph
[7] complexnetworks

Top Words
Top Words in Tweet in Entire Graph:
[244] gephi
[61] nodexl
[59] java
[58] looking
[57] please
[56] devs
[56] still
[55] dear
[55] contributors
[55] everyone

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

Top Words in Tweet in G2:
[59] nodexl
[37] allhoff_joachim
[31] michaelbathurst
[29] #nodexl
[27] salhaj
[25] #mediaresearchinstitute
[25] #twitterresearchproject
[24] #socialnetworkanalysis
[24] gephi
[24] hashtagmarketi7

Top Words in Tweet in G3:
[17] gephi
[11] ãƒ
[8] æ
[6] ç
[4] module
[4] captain
[3] week
[3] ªã
[3] #apg5193
[2] eu

Top Words in Tweet in G4:
[9] check
[9] team's
[9] results
[9] œcultural
[9] data
[9] scienceâ
[9] âž
[9] co
[9] cnp2lasn6d
[9] #dahss21

Top Words in Tweet in G5:
[8] happy
[8] social
[8] sciences
[8] week
[8] thanks
[8] much
[8] tianna_killoran
[8] taking
[8] time
[8] 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:
[6] gephi
[5] grafo
[5] julianmaciast
[4] introduce
[4] mundo
[4] internacional
[4] reaccionaria
[4] redes
[4] bots
[4] visualizaciones

Top Words in Tweet in G8:
[10] uclouvain_be
[5] drajchenbach
[5] sébastien
[5] valeriola
[5] ulbruxelles
[5] ichec
[5] nicolas
[5] ruffini
[5] ronzani
[5] unamur

Top Words in Tweet in G9:
[2] week
[2] visualizing
[2] networks
[2] readings
[2] jurgenpfeffer
[2] kremplo
[2] digging
[2] ladamic
[2] nglance's
[2] famous

Top Words in Tweet in G10:
[7] #gephi
[7] #climatechange
[7] #python
[7] #graph
[7] #complexnetworks
[7] climate
[7] change
[7] wikipedia
[7] citation
[7] network

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[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
[54] gephi,dear

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:
[24] #mediaresearchinstitute,#twitterresearchproject
[24] #twitterresearchproject,#socialnetworkanalysis
[24] nodexl,michaelbathurst
[19] allhoff_joachim,#mediaresearchinstitute
[17] #nodexl,nodexl
[12] michaelbathurst,allhoff_joachim
[12] allhoff_joachim,hashtagmarketi7
[12] hashtagmarketi7,smr_foundation
[12] nodexl,mihkal
[12] mihkal,nodexl

Top Word Pairs in Tweet in G3:
[5] ãƒ,ãƒ
[3] ãƒ,æ
[2] run,memory
[2] ãƒ,ç
[2] ç,æ
[2] ç,ºé
[2] œãƒ,ãƒ
[2] move,gephi
[2] gephi,today
[2] today,module

Top Word Pairs in Tweet in G4:
[9] check,team's
[9] team's,results
[9] results,œcultural
[9] œcultural,data
[9] data,scienceâ
[9] scienceâ,âž
[9] âž,co
[9] co,cnp2lasn6d
[9] cnp2lasn6d,#dahss21
[9] #dahss21,#datascience

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

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:
[4] grafo,gephi
[4] introduce,julianmaciast
[4] julianmaciast,mundo
[4] mundo,internacional
[4] internacional,reaccionaria
[4] reaccionaria,redes
[4] redes,bots
[4] bots,visualizaciones
[3] jovenesiu,introduce
[2] pierdas,nueva

Top Word Pairs in Tweet in G8:
[5] sébastien,valeriola
[5] valeriola,ulbruxelles
[5] ulbruxelles,ichec
[5] ichec,uclouvain_be
[5] uclouvain_be,nicolas
[5] nicolas,ruffini
[5] ruffini,ronzani
[5] ronzani,uclouvain_be
[5] uclouvain_be,unamur
[4] drajchenbach,sébastien

Top Word Pairs in Tweet in G9:
[2] week,visualizing
[2] visualizing,networks
[2] networks,readings
[2] readings,jurgenpfeffer
[2] jurgenpfeffer,kremplo
[2] kremplo,digging
[2] digging,ladamic
[2] ladamic,nglance's
[2] nglance's,famous
[2] famous,2006

Top Word Pairs in Tweet in G10:
[7] #gephi,#climatechange
[7] #climatechange,#python
[7] #python,#graph
[7] #graph,#complexnetworks
[7] #complexnetworks,climate
[7] climate,change
[7] change,wikipedia
[7] wikipedia,citation
[7] citation,network
[6] akbarth3great,#gephi

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@samisyrjamaki
@tapiomaatta
@simoncopland
@timothyjgraham
@oscareldiez
@_pablog
@gvaruzhan
@oliveirarsamuel
@litislab

Top Replied-To in G1:
@simoncopland
@timothyjgraham
@litislab
@ericchamois
@gephi
@anderskmunk

Top Replied-To in G2:
@samisyrjamaki
@tapiomaatta
@gephi
@salhaj
@mihkal

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

Top Replied-To in G7:
@_pablog

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@michaelbathurst
@hashtagmarketi7
@nodexl
@docassar
@salhaj
@jacomyma
@mihkal
@smr_foundation

Top Mentioned in G1:
@gephi
@jacomyma
@tantlab
@anderskmunk
@nicolasbchb
@achillecorrege
@timothyjgraham

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

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:
@julianmaciast
@barripdmx
@jovenesiu
@gephi

Top Mentioned in G8:
@drajchenbach
@ulbruxelles
@uclouvain_be
@unamur
@lemcercor

Top Mentioned in G9:
@jurgenpfeffer
@kremplo
@ladamic
@nglance
@gephi
@bkeegan
@foucaultwelles
@isabelmeirelles

Top Mentioned in G10:
@akbarth3great

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@ipythonistabot
@jfsebastian146
@javierlopez86vk
@fabriciosx
@godfrey_g_
@fluttbot
@blkhwk0ps
@akbarth3great
@ztsecure

Top Tweeters in G1:
@steltenpower
@hdjebar
@rowlandm
@snurb_dot_info
@arfness
@luca
@simoncopland
@knagasaki
@scott_bot
@grandjeanmartin

Top Tweeters in G2:
@chidambara09
@fabriciosx
@godfrey_g_
@fluttbot
@salhaj
@michaelbathurst
@grjenkin
@mlgg2
@brainroaring
@blackstembot

Top Tweeters in G3:
@mhaymochii
@inohanica
@winhouw
@rubensyanes
@shfjri
@theldpage
@hizumi0000
@venividimakaci
@geojackass
@mica

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

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

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

Top Tweeters in G7:
@javierlopez86vk
@podemoscarlosiu
@barripdmx
@margaritagc_ec
@jovenesiu
@aperezruiz13
@julianmaciast
@_pablog

Top Tweeters in G8:
@madeleinesaint
@n_perreaux
@ulbruxelles
@uclouvain_be
@lemcercor
@unamur
@drajchenbach
@lquaresmi

Top Tweeters in G9:
@bkeegan
@foucaultwelles
@jurgenpfeffer
@isabelmeirelles
@kremplo
@nglance
@ladamic

Top Tweeters in G10:
@ipythonistabot
@jfsebastian146
@akbarth3great
@ztsecure
@agent_guzman
@cynoviant
@mansuk_lo_rume


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