gephi, Twitter, 10/5/2021 12:55:13 AM, 263690


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gephi_2021-10-04_17-52-00.xlsx
gephi_2021-10-04_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2021
Short Description:
gephi via NodeXL https://bit.ly/3BeVZOw
@gephi
@allhoff_joachim
@cjenscook
@seinecle
@uofuit
@janhorstmannn
@felwert
@hxxxkxxx
@chidambara09
@kembellec

Top hashtags:
#gephi
#mediaresearchinstitute
#twitterresearchproject
#datascience
#socialnetworkanalysis
#neo4j

Description:
Description
The graph represents a network of 277 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, 05 October 2021 at 00:52 UTC.

The requested start date was Tuesday, 05 October 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, 25-minute period from Tuesday, 21 September 2021 at 01:21 UTC to Monday, 04 October 2021 at 00:47 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 : 277
Unique Edges : 246
Edges With Duplicates : 485
Total Edges : 731
Number of Edge Types : 5
Tweet : 56
Retweet : 143
MentionsInRetweet : 244
Mentions : 235
Replies to : 53
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0611702127659574
Reciprocated Edge Ratio : 0.115288220551378
Connected Components : 44
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 133
Maximum Edges in a Connected Component : 488
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.190413
Graph Density : 0.00521896091665359
Modularity : 0.452316
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 277 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, 05 October 2021 at 00:52 UTC.

The requested start date was Tuesday, 05 October 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, 25-minute period from Tuesday, 21 September 2021 at 01:21 UTC to Monday, 04 October 2021 at 00:47 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263038
[9] https://nocodefunctions.com/blog/gexf-vosviewer/
[6] https://github.com/seinecle/gephi-tutorials/commits/master
[5] https://rushi-positive.medium.com/data-science-series-ep-6-a7fc71db611e?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[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://www.eventbrite.ca/e/gephi-tickets-168779854087
[5] https://nocodefunctions.com/networkconverter/network_format_converter.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262529
[3] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] http://dahss21.harald-klinke.de/

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263038
[3] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262529
[2] http://dahss21.harald-klinke.de/
[1] https://www.youtube.com/watch?v=8lDndBPEDj4

[1] https://drive.google.com/file/d/11BM1w0MggT1Z6D0brvDrtpu7GZ3jyuDa/view?usp=sharing
[1] https://drive.google.com/file/d/12BnpViezjcQ2fltHsGXFcF927cMb7bgI/view?usp=sharing
[1] https://www.youtube.com/watch?v=OWW9vLW9sq4

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

Top URLs in Tweet in G2:
[1] https://nocodefunctions.com/blog/gexf-vosviewer/
[1] https://www.mdpi.com/1911-8074/14/9/452
[1] https://github.com/graphistry/pygraphistry
[1] https://yetanothercsblog.blogspot.com/2021/09/gephi-tutorial.html?spref=tw

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=8ixDUuSxs_c

[1] https://www.youtube.com/watch?v=_C5t0okSMFM


Top URLs in Tweet in G4:
[1] https://twitter.com/cazamosfakenews/status/1438123960873459720

Top URLs in Tweet in G5:
[1] https://gist.github.com/mxgxw/4f5f2f8d3b0b12be44fbad4c0015f78f
[1] https://twitter.com/maxcodeSV/status/1440394436731551749

Top URLs in Tweet in G6:
[1] https://twitter.com/seanvangorder/status/1440121093985947649
[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
[1] https://mdl.library.utoronto.ca/support/workshops-training/workshop-schedule

Top URLs in Tweet in G7:
[1] https://okt.to/8La2wG
[1] https://okt.to/xn2wlh
[1] https://okt.to/aB5cPN
[1] https://okt.to/MW2QB5
[1] https://okt.to/zw1YMJ
[1] https://okt.to/U1yAHn
[1] https://okt.to/DOi3Ms
[1] https://okt.to/l7KhCv
[1] https://okt.to/OYzj7F

Top URLs in Tweet in G8:
[8] https://nocodefunctions.com/blog/gexf-vosviewer/
[5] https://nocodefunctions.com/networkconverter/network_format_converter.html
[1] https://github.com/seinecle/gexf-vosviewer-converter

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=pJRvWxhpz0U

[1] https://digitalmatters.utah.edu/event/workshop-network-graphing-for-humanists-david-roh-director-digital-matters/

Top Domains
Top Domains in Tweet in Entire Graph:
[14] nocodefunctions.com
[12] nodexlgraphgallery.org
[11] twitter.com
[10] medium.com
[9] okt.to
[9] github.com
[7] youtube.com
[5] eventbrite.ca
[3] wordpress.com
[2] google.com

Top Domains in Tweet in G1:
[12] nodexlgraphgallery.org
[3] wordpress.com
[2] youtube.com
[2] google.com
[2] harald-klinke.de
[1] hypotheses.org
[1] dfk-paris.org
[1] twitter.com

Top Domains in Tweet in G2:
[1] nocodefunctions.com
[1] mdpi.com
[1] github.com
[1] blogspot.com

Top Domains in Tweet in G3:
[2] youtube.com

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

Top Domains in Tweet in G5:
[1] github.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] uottawa.ca
[1] utoronto.ca

Top Domains in Tweet in G7:
[9] okt.to

Top Domains in Tweet in G8:
[13] nocodefunctions.com
[1] github.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] utah.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] gephi
[21] mediaresearchinstitute
[21] twitterresearchproject
[21] datascience
[20] socialnetworkanalysis
[19] neo4j
[18] twittercuba
[17] netzwerkanalyse
[17] religionswissenschaft
[15] machinelearning



Top Hashtags in Tweet in G1:
[18] mediaresearchinstitute
[18] twitterresearchproject
[16] gephi
[16] socialnetworkanalysis
[11] datascience
[8] digitalisation
[6] nodexl
[6] digitization
[5] rstats
[5] machinelearning

Top Hashtags in Tweet in G2:
[3] network
[2] gephi
[1] dataviz
[1] payments
[1] pulpfiction
[1] tutorial
[1] visualization
[1] blog
[1] computertechnology
[1] graps

Top Hashtags in Tweet in G3:
[17] netzwerkanalyse
[17] religionswissenschaft
[2] digitalarthistory
[2] digitalhistory
[2] openrefine
[2] tei
[2] gephi
[2] qgis
[2] sparql
[2] authorityfiles

Top Hashtags in Tweet in G4:
[18] twittercuba

Top Hashtags in Tweet in G6:
[4] gephi
[1] séminaire
[1] données
[1] visualisation
[1] seminar
[1] scientificcomputing
[1] urfist2021
[1] nodexl
[1] sna
[1] datamining

Top Hashtags in Tweet in G7:
[12] twin4j
[9] neo4j
[2] java
[2] graphql
[2] breadcrumbs
[2] graphaware
[2] blockchain
[2] osinto
[2] knowledgegraph
[2] gephi

Top Hashtags in Tweet in G8:
[1] bibliometrics
[1] sna
[1] dataviz
[1] socnet

Top Words
Top Words in Tweet in Entire Graph:
[205] gephi
[43] #gephi
[34] die
[32] seinecle
[32] uso
[28] neo4j
[27] allhoff_joachim
[26] network
[23] gexf
[23] tweets

Top Words in Tweet in G1:
[44] gephi
[24] allhoff_joachim
[22] nodexl
[18] #mediaresearchinstitute
[18] #twitterresearchproject
[17] mihkal
[16] seinecle
[16] #gephi
[16] #socialnetworkanalysis
[14] archaeoklammt

Top Words in Tweet in G2:
[34] gephi
[8] nodes
[7] t_fleischman
[7] payment
[7] system
[6] rjurney
[6] visualisation
[6] flows
[6] go
[6] external

Top Words in Tweet in G3:
[34] die
[21] janhorstmannn
[20] felwert
[17] wundervoll
[17] niedrigschwellige
[17] einführung
[17] #netzwerkanalyse
[17] #religionswissenschaft
[6] zotero
[6] openrefine

Top Words in Tweet in G4:
[22] 100
[20] gephi
[20] descargamos
[20] tweets
[20] 20
[18] cazamosfakenews
[18] ve
[18] #twittercuba
[18] publicados
[18] 12

Top Words in Tweet in G5:
[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 G6:
[19] gephi
[4] #gephi
[3] anyone
[3] 12
[3] article
[3] workshops
[3] sei
[2] 27
[2] 10
[2] 30

Top Words in Tweet in G7:
[28] neo4j
[12] #twin4j
[12] liquigraph
[10] folks
[9] database
[9] #neo4j
[7] migration
[6] graph
[6] fbiville
[6] engineer

Top Words in Tweet in G8:
[25] gephi
[19] vosviewer
[18] gexf
[15] file
[14] seinecle
[9] click
[8] json
[8] conversion
[8] point
[8] feedback

Top Words in Tweet in G9:
[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 G10:
[7] network
[7] gephi
[6] workshop
[5] missed
[5] graphing
[5] humanists
[5] led
[5] director
[5] david
[5] roh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] #mediaresearchinstitute,#twitterresearchproject
[20] descargamos,tweets
[18] ve,#twittercuba
[18] #twittercuba,gephi
[18] gephi,descargamos
[18] tweets,publicados
[18] publicados,12
[18] 12,20
[18] 20,septiembre
[18] septiembre,100

Top Word Pairs in Tweet in G1:
[18] #mediaresearchinstitute,#twitterresearchproject
[15] nodexl,gephi
[13] #twitterresearchproject,#socialnetworkanalysis
[12] gephi,nodexl
[11] gephi,allhoff_joachim
[11] allhoff_joachim,mihkal
[11] mihkal,hxxxkxxx
[11] hxxxkxxx,archaeoklammt
[11] archaeoklammt,seinecle
[9] allhoff_joachim,#mediaresearchinstitute

Top Word Pairs in Tweet in G2:
[7] payment,system
[6] visualisation,payment
[6] system,flows
[6] flows,go
[6] go,external
[6] external,financing
[6] financing,two
[6] two,big
[6] big,nodes
[6] nodes,bottom

Top Word Pairs in Tweet in G3:
[17] wundervoll,niedrigschwellige
[17] niedrigschwellige,einführung
[17] einführung,die
[17] die,#netzwerkanalyse
[17] #netzwerkanalyse,die
[17] die,#religionswissenschaft
[17] #religionswissenschaft,felwert
[16] janhorstmannn,wundervoll
[6] zotero,openrefine
[6] openrefine,gephi

Top Word Pairs in Tweet in G4:
[20] descargamos,tweets
[18] ve,#twittercuba
[18] #twittercuba,gephi
[18] gephi,descargamos
[18] tweets,publicados
[18] publicados,12
[18] 12,20
[18] 20,septiembre
[18] septiembre,100
[17] cazamosfakenews,ve

Top Word Pairs in Tweet in G5:
[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 G6:
[2] 10,30
[2] 30,12
[2] gephi,iramuteq
[2] dados,instagram

Top Word Pairs in Tweet in G7:
[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 G8:
[13] gephi,vosviewer
[8] gexf,gephi
[8] vosviewer,json
[8] json,file
[8] file,conversion
[8] conversion,click
[8] click,point
[8] point,feedback
[8] feedback,welcome
[8] welcome,repo

Top Word Pairs in Tweet in G9:
[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 G10:
[5] missed,network
[5] network,graphing
[5] graphing,humanists
[5] humanists,gephi
[5] gephi,workshop
[5] workshop,led
[5] led,director
[5] director,david
[5] david,roh
[5] roh,check

Top Replied-To
Top Replied-To in Entire Graph:
@seinecle
@rjurney
@mihkal
@erich_owens
@felwert
@docassar
@digiorientalist
@alexisolivo
@gephi
@salhaj

Top Replied-To in G1:
@seinecle
@docassar
@gephi
@mihkal
@salhaj

Top Replied-To in G2:
@rjurney
@erich_owens
@alexisolivo
@t_fleischman
@nrauhauser
@graphistry

Top Replied-To in G3:
@felwert
@wpippich
@janhorstmannn

Top Replied-To in G5:
@mxgxw_gamma

Top Replied-To in G8:
@mihkal
@seinecle
@followlori
@franciscokerche

Top Replied-To in G9:
@tnoto13
@nicolasbchb

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@seinecle
@janhorstmannn
@cazamosfakenews
@felwert
@mihkal
@archaeoklammt
@mxgxw_gamma
@neo4j

Top Mentioned in G1:
@gephi
@allhoff_joachim
@mihkal
@archaeoklammt
@hxxxkxxx
@seinecle
@chidambara09
@docassar
@causalmap
@smr_foundation

Top Mentioned in G2:
@gephi
@t_fleischman
@mathieubastian
@mentatseb
@py_data_sci
@rjurney
@peppilittera
@paolo3d
@graphistry
@seinecle

Top Mentioned in G3:
@janhorstmannn
@felwert
@zotero
@openrefine
@gephi
@archaeoklammt

Top Mentioned in G4:
@cazamosfakenews

Top Mentioned in G5:
@mxgxw_gamma
@maxcodesv

Top Mentioned in G7:
@neo4j
@fbiville
@graph_aware
@appbreadcrumbs
@jmhreif
@osinto
@meetsuvariya

Top Mentioned in G8:
@seinecle
@gephi
@mspowerbi
@__abjr__

Top Mentioned in G9:
@jokerdu59
@jbs_ibonek
@skyyart
@micode
@underscoretalk
@karminecorp
@maghla_
@pvnova
@samueletienne
@zerator

Top Mentioned in G10:
@udigitalmatters
@gephi
@uofuit
@marriottlibrary
@uutah
@uofu_design
@uofuevents

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@chidambara09
@fabriciosx
@frances_coppola
@elenavallejoa
@akbarth3great
@getmazak
@ztsecure
@agent_guzman
@yleuutiset

Top Tweeters in G1:
@chidambara09
@yleuutiset
@r083_r7
@salhaj
@michaelbathurst
@openscitalk
@sg_pero
@bkeegan
@falconreport1
@lenandlar

Top Tweeters in G2:
@frances_coppola
@py_data_sci
@alexisolivo
@profstevekeen
@rjurney
@iang_fc
@cjenscook
@migerublogger
@izakaminska
@smarimc

Top Tweeters in G3:
@fdmhildesheim
@stabihh
@msiemund
@webisblog
@felwert
@t_winnerling
@vwestric_west
@thist_be
@_epidat
@salamurovic

Top Tweeters in G4:
@ocariz_ed
@luisval37076977
@sanmemero
@belnpacheco16
@wilmer2000
@little___blonde
@astridiaz2
@pedroramonmaita
@ridelg1
@geekcubano

Top Tweeters in G5:
@henryalberto40
@jaime286_tm
@yo_soy_luis
@dictadura0660
@oscar_ag2116
@masaselsalvador
@guillegr123
@henrychavez133
@motiva503
@bitcoin_bot_

Top Tweeters in G6:
@hornet394
@shfjri
@tarciziosilva
@kwaldenphd
@on2rup
@holmeingrid
@hima_cinema
@emilienschultz
@sharifyoussef
@o_jovemadulto

Top Tweeters in G7:
@82jjc
@secdevb
@neo4j
@geologistico
@fbiville
@a_thieriot
@darthvader42
@ikwattro
@luannem
@aemielgotsmail

Top Tweeters in G8:
@followlori
@innostudy
@seinecle
@soci
@mspowerbi
@obi_ojemany
@ludowaltman
@mbarbier64
@bolanosf_
@daesagelmar

Top Tweeters in G9:
@zerator
@alexdach
@samueletienne
@skyyart
@pvnova
@maghla_
@tnoto13
@micode
@jbs_ibonek
@jokerdu59

Top Tweeters in G10:
@am_christensen
@uutah
@uofuevents
@marriottlibrary
@uofuit
@zavoodie
@uofu_our
@udigitalmatters
@drdr78
@uofu_design


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