gephi, Twitter, 9/28/2021 12:55:39 AM, 263038


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gephi_2021-09-27_17-52-00.xlsx
gephi_2021-09-27_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2021
Short Description:
gephi via NodeXL https://bit.ly/3os6iLV
@gephi
@allhoff_joachim
@mihkal
@hxxxkxxx
@archaeoklammt
@seinecle
@chidambara09
@causalmap
@smr_foundation
@docassar

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

Description:
Description
The graph represents a network of 293 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, 28 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 28 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, 23-hour, 56-minute period from Tuesday, 14 September 2021 at 00:10 UTC to Monday, 27 September 2021 at 00:06 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 : 293
Unique Edges : 221
Edges With Duplicates : 490
Total Edges : 711
Number of Edge Types : 5
Retweet : 163
MentionsInRetweet : 214
Tweet : 56
Replies to : 57
Mentions : 221
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.064327485380117
Reciprocated Edge Ratio : 0.120879120879121
Connected Components : 42
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 135
Maximum Edges in a Connected Component : 466
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.143401
Graph Density : 0.00425452335312544
Modularity : 0.446419
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 293 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, 28 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 28 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, 23-hour, 56-minute period from Tuesday, 14 September 2021 at 00:10 UTC to Monday, 27 September 2021 at 00:06 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:
[9] https://nocodefunctions.com/blog/gexf-vosviewer/
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[6] https://github.com/seinecle/gephi-tutorials/commits/master
[5] https://nocodefunctions.com/networkconverter/network_format_converter.html
[5] https://rushi-positive.medium.com/data-science-series-ep-6-a7fc71db611e?source=rss------programming-5&utm_source=dlvr.it&utm_medium=twitter
[5] https://rushi-positive.medium.com/data-science-series-ep-6-a7fc71db611e?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261966
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262529
[2] https://gephi.org/gexf/format/data.html
[2] https://twitter.com/Gephi/status/1429826665375535106

Top URLs in Tweet in G1:
[9] https://nocodefunctions.com/blog/gexf-vosviewer/
[5] https://nocodefunctions.com/networkconverter/network_format_converter.html
[2] https://twitter.com/Gephi/status/1429826665375535106
[1] https://github.com/seinecle/gexf-vosviewer-converter
[1] https://github.com/graphistry/pygraphistry
[1] https://yetanothercsblog.blogspot.com/2021/09/gephi-tutorial.html?spref=tw
[1] https://digitalmatters.utah.edu/event/workshop-network-graphing-for-humanists-david-roh-director-digital-matters/
[1] https://twitter.com/rastadidi/status/1438761957302018050
[1] https://twitter.com/rastadidi/status/1438399819660226564
[1] http://literaturegeek.com/2013/09/09/dataintogephi

Top URLs in Tweet in G2:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261966
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262529
[1] https://twitter.com/JulianMaciasT/status/1277715749264592897
[1] https://causalmap.app/what-tools-are-available-for-causal-mapping/

Top URLs in Tweet in G4:
[1] https://gist.github.com/mxgxw/4f5f2f8d3b0b12be44fbad4c0015f78f
[1] https://twitter.com/maxcodeSV/status/1440394436731551749

Top URLs in Tweet in G6:
[1] https://twitter.com/generativist/status/1438221941614149634
[1] https://urfist.chartes.psl.eu/gephi-formation-distance-0
[1] https://www.youtube.com/watch?v=6JA83J-LGTI

[1] https://twitter.com/sciencenews/status/1438973605249966086
[1] https://twitter.com/seanvangorder/status/1440121093985947649
[1] https://www.eventbrite.ca/e/gephi-tickets-168779854087
[1] https://ti.uottawa.ca/gephi-outil-visualisation-reseaux
[1] https://it.uottawa.ca/gephi-network-visualization-tool
[1] https://twitter.com/Cecillia/status/1440741402862710784

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=8lDndBPEDj4

[1] https://drive.google.com/file/d/1Jwpy1WF7z4ChnQ6bGbSRokigulI0sH8r/view?usp=sharing
[1] https://gephi.org/tutorials/gephi-tutorial-quick_start.pdf
[1] https://drive.google.com/file/d/1Bw-5mYgfsLY2w6Lty1Zr3Fkd0qjv-Jds/view?usp=sharing
[1] http://mihkal.indeedsir.com/nodexl/
[1] https://drive.google.com/file/d/1VcmVBPmFsOaPoh-UTTPFjWINOt5L4z1E/view?usp=sharing
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs

[1] https://www.youtube.com/watch?v=OWW9vLW9sq4


Top URLs in Tweet in G9:
[1] https://okt.to/xn2wlh
[1] https://okt.to/aB5cPN
[1] https://okt.to/MW2QB5
[1] https://okt.to/zw1YMJ

Top URLs in Tweet in G10:
[1] https://hypotheses.org/wp-signup.php?new=dhdiha
[1] https://dfk-paris.org/de/datathon-jetzt-bewerben-3013.html

Top Domains
Top Domains in Tweet in Entire Graph:
[14] nocodefunctions.com
[13] twitter.com
[10] medium.com
[9] github.com
[7] nodexlgraphgallery.org
[7] wordpress.com
[6] youtube.com
[4] okt.to
[4] gephi.org
[3] google.com

Top Domains in Tweet in G1:
[14] nocodefunctions.com
[5] twitter.com
[2] github.com
[1] blogspot.com
[1] utah.edu
[1] literaturegeek.com

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[7] wordpress.com
[1] twitter.com
[1] causalmap.app

Top Domains in Tweet in G4:
[1] github.com
[1] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] uottawa.ca
[1] psl.eu
[1] youtube.com
[1] eventbrite.ca

Top Domains in Tweet in G8:
[3] youtube.com
[3] google.com
[1] gephi.org
[1] indeedsir.com

Top Domains in Tweet in G9:
[4] okt.to

Top Domains in Tweet in G10:
[1] hypotheses.org
[1] dfk-paris.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] mediaresearchinstitute
[50] twitterresearchproject
[46] gephi
[32] socialnetworkanalysis
[27] datascience
[27] machinelearning
[18] nodexl
[18] teamdatenschutz
[15] digitalisation
[14] neo4j



Top Hashtags in Tweet in G1:
[1] bibliometrics
[1] sna
[1] dataviz
[1] socnet
[1] gephi
[1] tutorial
[1] network
[1] visualization
[1] blog
[1] computertechnology

Top Hashtags in Tweet in G2:
[47] mediaresearchinstitute
[47] twitterresearchproject
[30] socialnetworkanalysis
[17] machinelearning
[16] datascience
[16] gephi
[15] digitalisation
[14] nodexl
[12] rstats
[12] openscience

Top Hashtags in Tweet in G5:
[18] teamdatenschutz

Top Hashtags in Tweet in G6:
[4] gephi
[1] socialnetwork
[1] is434
[1] lab5
[1] lalisatweets
[1] networkanalysis
[1] ateliersshn
[1] dhworkshops
[1] séminaire
[1] données

Top Hashtags in Tweet in G8:
[2] dataviz
[1] fridaysforfuture
[1] twitter
[1] treemap
[1] o365
[1] brainstorming

Top Hashtags in Tweet in G9:
[6] twin4j
[4] neo4j
[2] graphql
[1] liquigraph
[1] liquibase
[1] migrate
[1] breadcrumbs
[1] graphaware
[1] blockchain
[1] osinto

Top Hashtags in Tweet in G10:
[8] digitalarthistory
[8] digitalhistory
[8] openrefine
[8] tei
[8] gephi
[8] qgis
[8] sparql
[8] authorityfiles
[8] pros
[8] rookies

Top Words
Top Words in Tweet in Entire Graph:
[204] gephi
[50] #mediaresearchinstitute
[50] #twitterresearchproject
[46] #gephi
[45] allhoff_joachim
[32] #socialnetworkanalysis
[32] uso
[29] tweets
[27] #datascience
[27] #machinelearning

Top Words in Tweet in G1:
[76] gephi
[20] vosviewer
[19] gexf
[17] still
[16] file
[15] seinecle
[13] coding
[12] retreat
[12] week
[12] 29

Top Words in Tweet in G2:
[47] #mediaresearchinstitute
[47] #twitterresearchproject
[42] allhoff_joachim
[30] #socialnetworkanalysis
[22] gephi
[19] worldwide
[19] tweets
[17] #machinelearning
[17] digital
[17] landscape

Top Words in Tweet in G3:
[2] os
[2] dados
[2] gephi

Top Words in Tweet in G4:
[32] uso
[19] bitcoin
[16] mxgxw_gamma
[16] cierto
[16] script
[16] interceptar
[16] extraer
[16] transacciones
[16] blockchain
[15] bitcoi

Top Words in Tweet in G5:
[18] #teamdatenschutz
[18] fehlt
[18] aktuell
[18] zeit
[18] gephi
[18] python
[18] andere
[18] sprache
[18] programmierung
[18] graphen

Top Words in Tweet in G6:
[20] gephi
[4] #gephi
[4] 12
[3] 27
[3] 10
[3] 30
[2] eu
[2] novo
[2] não
[2] antes

Top Words in Tweet in G7:
[2] jokerdu59
[2] jbs_ibonek
[2] skyyart
[2] micode
[2] underscoretalk
[2] karminecorp
[2] maghla_
[2] pvnova
[2] samueletienne
[2] zerator

Top Words in Tweet in G8:
[11] gephi
[5] seinecle
[5] mspowerbi
[3] nodexl
[2] viz
[2] same
[2] share
[2] users
[2] #dataviz
[2] one

Top Words in Tweet in G9:
[16] neo4j
[12] liquigraph
[9] database
[7] migration
[6] #twin4j
[6] fbiville
[6] engineer
[6] looking
[6] folks
[6] using

Top Words in Tweet in G10:
[8] join
[8] #digitalarthistory
[8] #digitalhistory
[8] #openrefine
[8] #tei
[8] #gephi
[8] #qgis
[8] #sparql
[8] #authorityfiles
[8] #pros

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] #mediaresearchinstitute,#twitterresearchproject
[36] allhoff_joachim,#mediaresearchinstitute
[32] #twitterresearchproject,#socialnetworkanalysis
[20] worldwide,tweets
[18] #twitterresearchproject,digital
[18] digital,landscape
[18] landscape,worldwide
[18] tweets,last
[18] last,weeks
[18] #teamdatenschutz,fehlt

Top Word Pairs in Tweet in G1:
[14] gephi,vosviewer
[12] coding,retreat
[12] retreat,week
[12] week,29
[12] 29,november
[12] november,december
[12] december,days
[12] days,determined
[12] determined,still
[12] still,room

Top Word Pairs in Tweet in G2:
[47] #mediaresearchinstitute,#twitterresearchproject
[33] allhoff_joachim,#mediaresearchinstitute
[30] #twitterresearchproject,#socialnetworkanalysis
[19] worldwide,tweets
[17] #twitterresearchproject,digital
[17] digital,landscape
[17] landscape,worldwide
[17] tweets,last
[17] last,weeks
[13] #gephi,#nodexl

Top Word Pairs in Tweet in G4:
[16] cierto,script
[16] script,uso
[16] uso,interceptar
[16] interceptar,extraer
[16] extraer,transacciones
[16] transacciones,blockchain
[16] blockchain,bitcoin
[16] bitcoin,uso
[15] mxgxw_gamma,cierto
[15] uso,bitcoi

Top Word Pairs in Tweet in G5:
[18] #teamdatenschutz,fehlt
[18] fehlt,aktuell
[18] aktuell,zeit
[18] zeit,gephi
[18] gephi,python
[18] python,andere
[18] andere,sprache
[18] sprache,programmierung
[18] programmierung,graphen
[17] privacylawger,#teamdatenschutz

Top Word Pairs in Tweet in G6:
[3] 10,30
[3] 30,12
[2] 12,00

Top Word Pairs in Tweet in G7:
[2] jokerdu59,jbs_ibonek
[2] jbs_ibonek,skyyart
[2] skyyart,micode
[2] micode,underscoretalk
[2] underscoretalk,karminecorp
[2] karminecorp,maghla_
[2] maghla_,pvnova
[2] pvnova,samueletienne
[2] samueletienne,zerator
[2] zerator,alexdach

Top Word Pairs in Tweet in G8:
[5] seinecle,gephi
[3] gephi,mspowerbi
[2] mspowerbi,sqlsocialite

Top Word Pairs in Tweet in G9:
[6] fbiville,neo4j
[6] neo4j,engineer
[6] engineer,looking
[6] looking,folks
[6] folks,using
[6] using,liquigraph
[6] liquigraph,database
[6] database,migration
[6] migration,migrating
[6] migrating,liquigraph

Top Word Pairs in Tweet in G10:
[8] join,#digitalarthistory
[8] #digitalarthistory,#digitalhistory
[8] #digitalhistory,#openrefine
[8] #openrefine,#tei
[8] #tei,#gephi
[8] #gephi,#qgis
[8] #qgis,#sparql
[8] #sparql,#authorityfiles
[8] #authorityfiles,#pros
[8] #pros,#rookies

Top Replied-To
Top Replied-To in Entire Graph:
@seinecle
@erich_owens
@gephi
@rjurney
@thatnotoriousk
@mihkal
@docassar
@nrauhauser
@caraengwerda
@nope_its_lily

Top Replied-To in G1:
@thatnotoriousk
@mihkal
@seinecle
@nrauhauser
@gephi
@followlori
@franciscokerche
@graphistry
@jacomyma
@yomguithereal

Top Replied-To in G2:
@docassar
@threatresearch

Top Replied-To in G3:
@lucasrniere
@igorlinhares84

Top Replied-To in G4:
@mxgxw_gamma

Top Replied-To in G7:
@tnoto13
@nicolasbchb

Top Replied-To in G8:
@seinecle
@gephi

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@privacylawger
@mxgxw_gamma
@seinecle
@mathieubastian
@mentatseb
@smr_foundation
@julianmaciast
@bkeegan

Top Mentioned in G1:
@gephi
@seinecle
@literature_geek
@smythsewn
@nrauhauser
@uofuit
@graphistry
@mspowerbi
@__abjr__
@yomguithereal

Top Mentioned in G2:
@allhoff_joachim
@gephi
@julianmaciast
@bkeegan
@causalmap
@chidambara09
@docassar
@hxxxkxxx
@salhaj
@mihkal

Top Mentioned in G3:
@guilhermeboulos
@marcelofreixo
@juliette
@googlebrasil
@haddad_fernando
@randolfeap
@direitasiqueira
@sindfazenda
@zehdantas
@1soloboy2

Top Mentioned in G4:
@mxgxw_gamma
@maxcodesv

Top Mentioned in G5:
@privacylawger

Top Mentioned in G7:
@jokerdu59
@jbs_ibonek
@skyyart
@micode
@underscoretalk
@karminecorp
@maghla_
@pvnova
@samueletienne
@zerator

Top Mentioned in G8:
@gephi
@mspowerbi
@nodexl
@sqlsocialite
@gretathunberg
@vanessa_vash
@fffinbd
@arminlaschet
@saleemulhuq
@fridays4future

Top Mentioned in G9:
@neo4j
@fbiville

Top Mentioned in G10:
@archaeoklammt

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@godfrey_g_
@rmtakata
@thecuriousluke
@elenavallejoa
@saleemulhuq
@thesismis
@gdprai
@akbarth3great

Top Tweeters in G1:
@barripdmx
@missanonfatale
@followlori
@am_christensen
@innostudy
@uutah
@uofuevents
@luiy
@midietavegana
@seinecle

Top Tweeters in G2:
@chidambara09
@godfrey_g_
@thecuriousluke
@gdprai
@r083_r7
@salhaj
@michaelbathurst
@datasciencebot_
@developerbot_v1
@ericmbudd

Top Tweeters in G3:
@rogeriocorreia_
@mariada00801445
@marcelofreixo
@cut_brasil
@zehdantas
@cnte_oficial
@randolfeap
@direitasiqueira
@guilhermeboulos
@rod_am_servp

Top Tweeters in G4:
@henryalberto40
@jaime286_tm
@yo_soy_luis
@dictadura0660
@oscar_ag2116
@masaselsalvador
@guillegr123
@motiva503
@henrychavez133
@bitcoin_bot_

Top Tweeters in G5:
@pythonroboto
@reisewahnsinn
@stephanschmidt
@offenenetze
@alexamtmann
@tweefanwalt
@honze_net
@privacylawger
@linuxkumpel
@elgianduja

Top Tweeters in G6:
@generativist
@hornet394
@shfjri
@_miriku_
@kackz_
@tarciziosilva
@lizcampe
@kurt_sengul
@pro_integritate
@tbmpereira

Top Tweeters in G7:
@zerator
@alexdach
@samueletienne
@skyyart
@pvnova
@maghla_
@tnoto13
@micode
@jbs_ibonek
@jokerdu59

Top Tweeters in G8:
@saleemulhuq
@parents4future
@extinctionr
@vanessa_vash
@arminlaschet
@mihkal
@sqlsocialite
@gretathunberg
@nodexl
@hartes_geld

Top Tweeters in G9:
@82jjc
@neo4j
@geologistico
@fbiville
@a_thieriot
@darthvader42
@aemielgotsmail
@amadou42445645

Top Tweeters in G10:
@fdmhildesheim
@botlabhd
@schelbertgeorg
@cliovis
@archaeoklammt
@vwestric_west
@dta_cthomas
@keimelia


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