gephi, Twitter, 1/26/2021 1:27:45 AM, 246509


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gephi_2021-01-25_17-25-08.xlsx
gephi_2021-01-25_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 26, 2021
Short Description:
gephi via NodeXL https://bit.ly/3iKJy4A
@gephi
@bendobrown
@macscds
@mihkal
@fabiomalini
@smellslike9
@myrtus0x0
@nataniel_bahs
@danbumbarger
@neuroecology

Top hashtags:
#tmchataobanglabachao
#twitterresearchproject
#socialnetworkanalysis
#gephi
#twitter
#proudboys

Description:
Description
The graph represents a network of 272 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, 26 January 2021 at 01:25 UTC.

The requested start date was Tuesday, 26 January 2021 at 01:01 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 11-day, 2-hour, 56-minute period from Tuesday, 12 January 2021 at 02:59 UTC to Saturday, 23 January 2021 at 05:56 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 : 272
Unique Edges : 171
Edges With Duplicates : 309
Total Edges : 480
Number of Edge Types : 5
Mentions : 95
Replies to : 59
Retweet : 133
MentionsInRetweet : 162
Tweet : 31
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0472727272727273
Reciprocated Edge Ratio : 0.0902777777777778
Connected Components : 46
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 110
Maximum Edges in a Connected Component : 220
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.977528
Graph Density : 0.00390709789450836
Modularity : 0.549119
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 272 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, 26 January 2021 at 01:25 UTC.

The requested start date was Tuesday, 26 January 2021 at 01:01 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 11-day, 2-hour, 56-minute period from Tuesday, 12 January 2021 at 02:59 UTC to Saturday, 23 January 2021 at 05:56 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:
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://journals.plos.org/plosone/doi?id=10.1371/journal.pone.0101357
[2] https://library.mcmaster.ca/dmds-network-analysis-gephi
[1] http://www.martingrandjean.ch/introduction-to-network-visualization-gephi/
[1] https://www.facebook.com/login.php?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fgephi%2F
[1] https://gephi.org/
[1] https://www.kgbase.com/pages/about
[1] https://twitter.com/i/moments/1187692983291916288
[1] https://www.library.ucla.edu/news-events/events-agenda/2021-01-17--2021-01-24
[1] https://www.youtube.com/watch?v=0IoP7-gEPHI&feature=youtu.be


Top URLs in Tweet in G3:
[3] https://journals.plos.org/plosone/doi?id=10.1371/journal.pone.0101357
[1] https://www.facebook.com/login.php?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fgephi%2F
[1] https://twitter.com/i/moments/1187692983291916288

Top URLs in Tweet in G4:
[1] https://twitter.com/derekobrienmp/status/1348819084784398336
[1] https://chorograph.com/using-gephi-to-visualise-graphs/
[1] https://www.analyticsvidhya.com/blog/2021/01/social-network-analysis-using-gephi/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D371n3Ye9vVo%26ab_channel%3Djengolbeck&q=EgS4SO-bGJXWlIAGIhkA8aeDS7peiPjS9EMaNjJh29-v0j7Gs2beMgFy

Top URLs in Tweet in G6:
[2] https://library.mcmaster.ca/dmds-network-analysis-gephi

Top URLs in Tweet in G7:
[1] https://eseis.es/investigacion/big-data/social-media-internet
[1] https://twitter.com/SilGFerreyra/status/1349118369241423874

Top URLs in Tweet in G9:
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://fotografie2014.wordpress.com/twitter/
[1] https://twitter.com/allhoff_joachim/status/1351239806794276867

Top URLs in Tweet in G10:
[1] https://gephi.org/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Do-D-Duv8Mcs%26t%26ab_channel%3DMikaLaiti&q=EgS4SO-bGPOdloAGIhkA8aeDS-ysQClNwXiRDAKaZKULaR4IlmvYMgFy

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] tmchataobanglabachao
[12] twitterresearchproject
[12] socialnetworkanalysis
[10] gephi
[7] twitter
[7] proudboys
[5] rightwing
[4] socialmediaanalysis
[4] ces2021
[4] datascience



Top Hashtags in Tweet in G1:
[42] tmchataobanglabachao
[1] krishoksurokhaabhijan

Top Hashtags in Tweet in G3:
[3] plosone
[2] lettres
[2] snt
[2] théâtre
[1] grafica
[1] dati
[1] twitter
[1] dataviz
[1] socnet
[1] datascience

Top Hashtags in Tweet in G4:
[1] motherandbabyhomes
[1] tiemposdetesis
[1] análisisdeactores
[1] ars
[1] planeaciónurbana
[1] gephi
[1] analytics
[1] googleads
[1] facebookads

Top Hashtags in Tweet in G5:
[1] machinelearning

Top Hashtags in Tweet in G7:
[3] socialmedia
[3] internet
[3] bigdata
[3] twitter
[3] r
[3] rstudio
[3] python
[1] gephi

Top Hashtags in Tweet in G9:
[12] twitterresearchproject
[12] socialnetworkanalysis
[7] proudboys
[7] gephi
[5] rightwing
[4] socialmediaanalysis
[4] ces2021
[3] rstats
[3] datascience
[2] nodexl

Top Words
Top Words in Tweet in Entire Graph:
[139] gephi
[86] accounts
[77] network
[43] whole
[42] grafo
[42] bendobrown
[42] finally
[42] let's
[42] view
[42] those

Top Words in Tweet in G1:
[85] accounts
[42] finally
[42] let's
[42] view
[42] those
[42] comparison
[42] whole
[42] network
[42] captured
[42] under

Top Words in Tweet in G2:
[42] fabiomalini
[41] 01
[40] grafo
[40] período
[33] 11
[32] rts
[32] republicações
[32] mensagens
[32] twitter
[32] analisado

Top Words in Tweet in G3:
[29] gephi
[6] network
[6] pmelson
[6] myrtus0x0
[5] networkx
[5] python
[4] community
[4] bitburner
[4] more
[4] graph

Top Words in Tweet in G4:
[16] gephi
[13] gt
[5] network
[3] using
[2] seen
[2] visualisation
[2] analysis
[2] python
[2] openrefine
[2] apache

Top Words in Tweet in G5:
[10] ecuarauz
[10] gephi
[9] julianmaciast
[9] juanyvespalomar
[9] hoarder
[9] descarga
[9] modelado
[9] gráfico
[9] ambas
[9] software

Top Words in Tweet in G6:
[28] gephi
[16] network
[16] analysis
[14] free
[14] workshop
[14] dmds
[14] jan
[14] 20
[14] 12pm
[14] use

Top Words in Tweet in G7:
[3] doy
[3] fe
[3] gran
[3] experiencia
[3] aprendizaje
[3] silgferreyra
[3] #socialmedia
[3] #internet
[3] #bigdata
[3] #twitter

Top Words in Tweet in G8:
[3] gephi
[2] csdashm
[2] albertcardona
[2] science_is_hard
[2] cytoscapejs
[2] catmaid
[2] inkscape
[2] cytoscape

Top Words in Tweet in G9:
[12] #twitterresearchproject
[12] #socialnetworkanalysis
[11] allhoff_joachim
[7] extrem
[7] #proudboys
[7] #gephi
[6] geolocation
[6] sentiment
[5] #rightwing
[5] usa

Top Words in Tweet in G10:
[2] dcbrock
[2] nodexl
[2] gephi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[42] finally,let's
[42] let's,view
[42] view,those
[42] those,accounts
[42] accounts,comparison
[42] comparison,whole
[42] whole,network
[42] network,accounts
[42] accounts,captured
[42] captured,under

Top Word Pairs in Tweet in G1:
[42] finally,let's
[42] let's,view
[42] view,those
[42] those,accounts
[42] accounts,comparison
[42] comparison,whole
[42] whole,network
[42] network,accounts
[42] accounts,captured
[42] captured,under

Top Word Pairs in Tweet in G2:
[38] fabiomalini,grafo
[33] 11,01
[32] grafo,rts
[32] rts,republicações
[32] republicações,mensagens
[32] mensagens,twitter
[32] twitter,período
[32] período,analisado
[32] analisado,25
[32] 25,12

Top Word Pairs in Tweet in G3:
[4] networkx,python
[3] #plosone,dyconet
[3] dyconet,gephi
[3] gephi,plugin
[3] plugin,community
[3] community,detection
[3] detection,dynamic
[3] dynamic,complex
[3] complex,networks
[3] gephi,thank

Top Word Pairs in Tweet in G4:
[12] gt,gt
[3] using,gephi

Top Word Pairs in Tweet in G5:
[9] juanyvespalomar,ecuarauz
[9] ecuarauz,hoarder
[9] hoarder,descarga
[9] descarga,gephi
[9] gephi,modelado
[9] modelado,gráfico
[9] gráfico,ambas
[9] ambas,software
[9] software,libre
[8] julianmaciast,juanyvespalomar

Top Word Pairs in Tweet in G6:
[16] network,analysis
[14] free,workshop
[14] workshop,dmds
[14] dmds,network
[14] analysis,gephi
[14] jan,20
[14] 20,12pm
[14] 12pm,use
[14] use,gephi
[14] gephi,visualization

Top Word Pairs in Tweet in G7:
[3] doy,fe
[3] fe,gran
[3] gran,experiencia
[3] experiencia,aprendizaje
[3] aprendizaje,silgferreyra
[3] silgferreyra,#socialmedia
[3] #socialmedia,#internet
[3] #internet,#bigdata
[3] #bigdata,#twitter
[3] #twitter,#r

Top Word Pairs in Tweet in G8:
[2] csdashm,albertcardona
[2] science_is_hard,cytoscapejs
[2] cytoscapejs,catmaid
[2] catmaid,inkscape
[2] inkscape,cytoscape
[2] cytoscape,gephi

Top Word Pairs in Tweet in G9:
[8] allhoff_joachim,#twitterresearchproject
[8] #twitterresearchproject,#socialnetworkanalysis
[7] #socialnetworkanalysis,extrem
[5] extrem,#rightwing
[5] #rightwing,usa
[5] usa,#proudboys
[5] #proudboys,geolocation
[5] geolocation,mostly
[4] see,more
[4] #twitterresearchproject,#socialmediaanalysis

Top Replied-To
Top Replied-To in Entire Graph:
@pmelson
@jeremy_paterson
@bitburner
@lornarichardson
@cara_messina
@dcbrock
@pedrofromvzla
@elissarhassan
@myrtus0x0
@stellarzac

Top Replied-To in G3:
@pmelson
@bitburner
@myrtus0x0
@bendobrown
@_t0nix
@waitmanb
@dralia_p
@3r1ng
@leoandraj

Top Replied-To in G5:
@juanyvespalomar
@julianmaciast

Top Replied-To in G8:
@danbumbarger
@csdashm

Top Replied-To in G9:
@vivianfrancos

Top Replied-To in G10:
@dcbrock
@profahp

Top Mentioned
Top Mentioned in Entire Graph:
@fabiomalini
@bendobrown
@gephi
@macscds
@allhoff_joachim
@ecuarauz
@julianmaciast
@juanyvespalomar
@thekgbase
@myrtus0x0

Top Mentioned in G1:
@bendobrown
@gephi

Top Mentioned in G2:
@fabiomalini
@crowdtangle

Top Mentioned in G3:
@gephi
@myrtus0x0
@zifra
@adaminchicago
@macscds
@welikeduel
@seinecle
@pagedeslettres
@jakelatr
@robbeekmans

Top Mentioned in G5:
@ecuarauz
@julianmaciast
@juanyvespalomar

Top Mentioned in G6:
@macscds

Top Mentioned in G7:
@silgferreyra
@estrellagualda
@unihuelva
@unmdp
@dipuhu
@grupoeseis
@ucc_uhu
@ivnrguez
@carolina_reb
@yolandapelayod1

Top Mentioned in G8:
@albertcardona
@science_is_hard
@cytoscapejs
@catmaid
@inkscape
@cytoscape
@gephi
@csdashm
@neuroecology

Top Mentioned in G9:
@allhoff_joachim
@vivianfrancos

Top Mentioned in G10:
@nodexl
@haltingproblem
@was3210
@marc_smith
@gephi

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@natransversal
@ary_antipt
@aluizcosta
@collegemenfess
@silmarq
@thiagofc1982
@ranask35
@cartasmarottas
@bonassoli

Top Tweeters in G1:
@ranask35
@indigokores
@hearthacker41
@singhtivendra
@shrichandrajosh
@asmatasleem11
@ritujoshi_
@bcchristopher
@b4corona2020
@rehangkhan

Top Tweeters in G2:
@odio_nao
@natransversal
@ary_antipt
@aluizcosta
@silmarq
@thiagofc1982
@cartasmarottas
@bonassoli
@shippl0mez
@antounh

Top Tweeters in G3:
@bitburner
@waitmanb
@py_data_sci
@3r1ng
@dralia_p
@zifra
@pmelson
@robbeekmans
@seinecle
@adaminchicago

Top Tweeters in G4:
@collegemenfess
@toriskoczi
@datos_digital
@tehraio
@rafaelcopero
@iainemsley
@albertoramirez
@alvaro_mora_
@wajeeh0s
@brianjgriffith

Top Tweeters in G5:
@corellaleo3
@yadilou
@pinzon1950
@juanyvespalomar
@iquimisg
@ecuarauz
@guile_est
@alex76twit
@wwmo2012
@julianmaciast

Top Tweeters in G6:
@ahash
@whofan
@multimediatales
@tufix
@macmillslibrary
@sandrabrt
@innisbizlib
@lyonsnewmedia
@macmapsdatagis
@macscds

Top Tweeters in G7:
@ivnrguez
@unihuelva
@dipuhu
@uhutso
@estrellagualda
@unmdp
@ucc_uhu
@silgferreyra
@grupoeseis
@carolina_reb

Top Tweeters in G8:
@neuroecology
@albertcardona
@danbumbarger
@cytoscape
@science_is_hard
@csdashm
@inkscape
@catmaid
@cytoscapejs

Top Tweeters in G9:
@rstatstweet
@nvsdata
@vivianfrancos
@rstats4ds
@thomaskleimann
@matandofelipes
@allhoff_joachim
@simonaciobotaru

Top Tweeters in G10:
@nick_lalone
@was3210
@marc_smith
@mihkal
@nodexl
@dcbrock
@profahp
@haltingproblem


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