gephi, Twitter, 12/20/2022 2:17:56 AM, 286656


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gephi_2022-12-19_18-15-00.xlsx
gephi_2022-12-19_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 20, 2022
Short Description:
gephi via NodeXL https://bit.ly/3VcgftB
@gephi
@verukita1
@michaelbathurst
@mihkal
@uned_filologia
@informalinc
@reutsmichael1
@this0499154500
@t_fleischman
@j_a_ac

Top hashtags:
#gephi
#mediaresearchinstitute
#twitterresearchproject
#r
#rstudio
#stylo
#gephisto

Description:
Description
The graph represents a network of 208 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, 20 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 20 December 2022 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 12-day, 19-hour, 52-minute period from Tuesday, 06 December 2022 at 05:00 UTC to Monday, 19 December 2022 at 00:53 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 : 208
Unique Edges : 173
Edges With Duplicates : 272
Total Edges : 445
Number of Edge Types : 5
Tweet : 45
Retweet : 95
MentionsInRetweet : 150
Replies to : 36
Mentions : 119
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0528455284552846
Reciprocated Edge Ratio : 0.1003861003861
Connected Components : 46
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 337
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.125581
Graph Density : 0.00601542177629134
Modularity : 0.454095
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 208 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, 20 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 20 December 2022 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 12-day, 19-hour, 52-minute period from Tuesday, 06 December 2022 at 05:00 UTC to Monday, 19 December 2022 at 00:53 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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285611
[2] https://gephi.org/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286170
[2] https://twitter.com/OsintJobs/status/1599992087725891585
[2] https://docs.google.com/forms/d/e/1FAIpQLSfkMUgSZT_J6UNc1Ii_kiQMpNK8M-rUC4N0AdoWmldXle0H9A/viewform?usp=send_form
[2] https://twitter.com/GiordMarco96/status/1573722324246863874
[1] https://pastebin.com/xZQXDbNa
[1] https://github.com/gfa-spec/gfa-spec#gfa-2
[1] https://www.linkedin.com/posts/laurent-helaine_r%C3%A9seaux-sociaux-peut-on-repr%C3%A9senter-une-activity-7009537370941181952-bIaS

Top URLs in Tweet in G1:
[4] https://mediaresearchinstitute.wordpress.com
[1] https://medium.com/@vespinozag/gephisto-gephi-in-one-click-66915adea6f9
[1] https://medium.com/@vespinozag/position-ranking-for-gephi-563bb9deb0bf

Top URLs in Tweet in G2:
[1] https://github.com/gephi/gephi/issues/2546
[1] https://www.linkedin.com/posts/laurent-helaine_r%C3%A9seaux-sociaux-peut-on-repr%C3%A9senter-une-activity-7009537370941181952-bIaS
[1] https://github.com/gephi/gephi.github.io/blob/master/datasets/diseasome.gexf.zip
[1] https://docs.google.com/forms/d/e/1FAIpQLSfkMUgSZT_J6UNc1Ii_kiQMpNK8M-rUC4N0AdoWmldXle0H9A/viewform?usp=send_form
[1] https://twitter.com/uned_filologia/status/1600427143862812672
[1] https://gephi.org
[1] https://familylocket.com/creating-gephi-network-graphs-part-1-gather-matches-and-prepare-spreadsheets/

Top URLs in Tweet in G3:
[2] https://twitter.com/OsintJobs/status/1599992087725891585
[1] https://www.easyzoom.com/imageaccess/76589f8de1fa452dbc81a1008374019c
[1] https://www.fiverr.com/?utm_source=510368&utm_medium=cx_affiliate&utm_campaign=&afp=&cxd_token=510368_19902660&show_join=true
[1] https://www.latestdatabase.com/zh-CN/italy-email-database/

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285611
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286170
[1] https://drive.google.com/file/d/1MoPfh1Er8vO-htdc7saNWUG4wVUSe2A9/view?usp=sharing

Top URLs in Tweet in G5:
[1] https://jacomyma.github.io/gephisto/
[1] https://scholar.google.com/citations?view_op=view_citation&hl=en&user=m5CschQAAAAJ&citation_for_view=m5CschQAAAAJ:d1gkVwhDpl0C

Top URLs in Tweet in G6:
[2] https://twitter.com/GiordMarco96/status/1573722324246863874
[1] https://twitter.com/GiordMarco96/status/1571464972244516865

Top URLs in Tweet in G7:
[1] https://cofi.informal.systems/

Top URLs in Tweet in G8:
[1] http://toxicdata.chavalarias.org/videos.html
[1] https://iscpif.fr/chavalarias/?portfolio=foules-2022-2023

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/e/1FAIpQLSfkMUgSZT_J6UNc1Ii_kiQMpNK8M-rUC4N0AdoWmldXle0H9A/viewform?usp=send_form

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[5] nodexlgraphgallery.org
[4] wordpress.com
[4] google.com
[3] github.com
[3] gephi.org
[2] medium.com
[1] pastebin.com
[1] linkedin.com
[1] chavalarias.org

Top Domains in Tweet in G1:
[4] wordpress.com
[2] medium.com

Top Domains in Tweet in G2:
[2] github.com
[1] linkedin.com
[1] google.com
[1] twitter.com
[1] gephi.org
[1] familylocket.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] easyzoom.com
[1] fiverr.com
[1] latestdatabase.com

Top Domains in Tweet in G4:
[5] nodexlgraphgallery.org
[1] google.com

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

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[1] informal.systems

Top Domains in Tweet in G8:
[1] chavalarias.org
[1] iscpif.fr

Top Domains in Tweet in G9:
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] gephi
[17] mediaresearchinstitute
[15] twitterresearchproject
[14] r
[14] rstudio
[14] stylo
[13] gephisto
[12] networkanalysis
[10] nodexl
[10] datascience



Top Hashtags in Tweet in G1:
[14] mediaresearchinstitute
[14] twitterresearchproject
[7] gephi
[6] photography
[6] nodexl
[6] datascience
[4] sonification
[4] auditorydisplay
[4] rstats
[4] machinelearning

Top Hashtags in Tweet in G2:
[12] r
[12] rstudio
[12] stylo
[3] estilometrã­a
[2] ancestryhour
[1] marketingdigital
[1] dataviz
[1] twitter
[1] dna

Top Hashtags in Tweet in G3:
[4] gephi
[1] datavisualization
[1] bri
[1] dataentry
[1] datascience
[1] data
[1] dataanalytics
[1] 意大利邮件数据库

Top Hashtags in Tweet in G4:
[3] gephi
[3] nodexl
[3] datascience
[3] mediaresearchinstitute
[2] r
[2] rstudio
[2] stylo
[1] dataviz
[1] twitterresearchproject

Top Hashtags in Tweet in G5:
[12] gephisto
[12] networkanalysis

Top Hashtags in Tweet in G6:
[1] python

Top Hashtags in Tweet in G7:
[1] collaborativefinance
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[141] gephi
[58] ø
[41] ù
[38] plugin
[34] ãƒ
[34] verukita1
[32] brief
[32] story
[31] share
[27] #gephi

Top Words in Tweet in G1:
[29] story
[29] brief
[28] plugin
[28] share
[26] verukita1
[15] wrote
[15] gephi
[15] medium
[15] few
[15] days

Top Words in Tweet in G2:
[26] gephi
[14] herramientas
[14] taller
[14] redes
[13] anã
[12] lisis
[12] #r
[12] #stylo
[12] #rstudio
[11] formativo

Top Words in Tweet in G3:
[14] gephi
[4] #gephi
[3] data
[3] lah
[2] apasionan
[2] ada
[2] created
[2] project
[2] assist
[2] temas

Top Words in Tweet in G4:
[17] gephi
[6] seinecle
[5] mihkal
[5] jacomyma
[5] verukita1
[5] plugin
[5] nodexl
[4] today
[3] top
[3] twitch

Top Words in Tweet in G5:
[21] gephi
[15] jacomyma
[13] click
[12] given
[12] released
[12] #gephisto
[12] #networkanalysis
[12] fantastic
[12] didactic
[12] tool

Top Words in Tweet in G6:
[13] gephi
[7] each
[7] more
[6] websites
[5] fun
[5] articles
[5] within
[5] groups
[5] website
[5] interlinked

Top Words in Tweet in G7:
[7] cosmos
[6] bottom
[5] hub
[4] economic
[3] blue
[3] rainbow
[3] reward
[3] node
[3] behavior
[3] left

Top Words in Tweet in G8:
[4] citedessciences
[3] aujourd'hui
[3] a_khaitrine
[3] foule
[3] beau
[3] lien
[3] numérique
[3] gephi
[3] verrez
[3] rien

Top Words in Tweet in G9:
[6] diciembre
[6] 16
[6] lisis
[6] estilometrã
[6] semipresencial
[6] anã
[6] tendrã
[6] redes
[6] taller
[6] herramientas

Top Words in Tweet in G10:
[3] 15
[3] taller
[3] disfrutando
[3] será
[3] concejeropedro
[3] sociales
[3] segunda
[3] análisis
[3] redes
[3] jueves

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] brief,story
[23] ø,ø
[21] ø,ù
[19] ãƒ,ãƒ
[18] lisis,redes
[18] anã,lisis
[17] days,ago
[17] few,days
[17] ù,ø
[16] story,share

Top Word Pairs in Tweet in G1:
[29] brief,story
[15] few,days
[15] days,ago
[15] wrote,medium
[15] story,wrote
[14] decided,write
[14] ago,made
[14] poster,gephisto
[14] share,brief
[14] write,brief

Top Word Pairs in Tweet in G2:
[12] #rstudio,#stylo
[12] gephi,#r
[12] #r,#rstudio
[12] herramientas,gephi
[12] lisis,redes
[12] anã,lisis
[11] taller,formativo
[11] #stylo,organizan
[10] hdhispanicas,taller
[9] estilometrã,herramientas

Top Word Pairs in Tweet in G3:
[2] network,analysis

Top Word Pairs in Tweet in G4:
[5] gephi,nodexl
[3] jilltxt,this0499154500
[3] top,hashtags
[3] nodexl,verukita1
[3] verukita1,gephi
[3] #gephi,#nodexl
[3] gephi,jilltxt
[3] hashtags,#gephi
[3] mihkal,jacomyma
[3] gephi,plugin

Top Word Pairs in Tweet in G5:
[13] click,gephi
[12] gephi,released
[12] #gephisto,click
[12] fantastic,didactic
[12] released,jacomyma
[12] #networkanalysis,given
[12] jacomyma,fantastic
[12] didactic,tool
[12] tool,#networkanalysis
[11] umblaetterer,#gephisto

Top Word Pairs in Tweet in G6:
[5] within,each
[5] group,tightly
[5] audit,websites
[5] interlinked,website
[5] tightly,interlinked
[5] each,group
[5] articles,within
[5] fun,audit
[5] groups,articles
[5] more,gephi

Top Word Pairs in Tweet in G7:
[5] cosmos,hub
[3] behavior,cosmos
[3] left,rainbow
[3] first,economic
[3] hub,bottom
[3] node,reward
[3] cyclic,structure
[3] distribution,bottom
[3] reward,distribution
[3] economic,behavior

Top Word Pairs in Tweet in G8:
[3] citedessciences,expose
[3] numérique,réseaux
[3] rien,plus
[3] foule,numérique
[3] beau,aujourd'hui
[3] plus,beau
[3] lien,foule
[3] réseaux,sociaux
[3] aujourd'hui,citedessciences
[3] expose,lien

Top Word Pairs in Tweet in G9:
[6] tendrã,lugar
[6] estilometrã,herramientas
[6] 16,diciembre
[6] anã,lisis
[6] lugar,taller
[6] diciembre,tendrã
[6] redes,estilometrã
[6] taller,semipresencial
[6] semipresencial,anã
[6] lisis,redes

Top Word Pairs in Tweet in G10:
[3] análisis,redes
[3] taller,análisis
[3] redes,sociales
[3] será,jueves
[3] segunda,será
[3] jueves,15
[3] disfrutando,taller
[3] sociales,concejeropedro
[3] concejeropedro,segunda
[2] umur_murcia,disfrutando

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@verukita1
@jacomyma
@allhoff_joachim
@hdhispanicas
@umblaetterer
@seinecle
@uned_filologia
@proyecto_bieses

Top Mentioned in G1:
@verukita1
@allhoff_joachim

Top Mentioned in G2:
@gephi
@hdhispanicas
@proyecto_bieses
@libropesia
@lamusadecima
@une
@sommetsannecy
@uned_filologia

Top Mentioned in G4:
@gephi
@seinecle
@mihkal
@verukita1
@jacomyma
@allhoff_joachim
@jilltxt
@this0499154500
@uned_filologia
@informalinc

Top Mentioned in G5:
@gephi
@jacomyma
@umblaetterer
@verukita1
@mathieubastian
@seinecle
@mentatseb
@grandjeanmartin

Top Mentioned in G6:
@giordmarco96
@nichepursuits
@justinurich
@ahmed_seo_
@uetroslav
@freshbooks

Top Mentioned in G7:
@cosmos
@gephi
@informalinc
@wor
@grassecon
@t_fleischman
@num
@numiadata

Top Mentioned in G8:
@citedessciences
@a_khaitrine
@gephi
@romain_pigenel
@maziyarpanahi
@chavalarias

Top Mentioned in G9:
@uned_filologia
@linhduned
@proyecto_bieses

Top Mentioned in G10:
@concejeropedro
@umur_murcia

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@ricardo_ik_ahau
@michaelbathurst
@01062021ad
@compchembiobot
@openscitalk
@alfredovelazco
@nyctalopos
@barripdmx
@romain_pigenel

Top Tweeters in G1:
@ricardo_ik_ahau
@01062021ad
@compchembiobot
@openscitalk
@isidroaguillo
@andrianda15
@trmurakami
@jcarlosjramirez
@precursorcell
@ludiromadu

Top Tweeters in G2:
@barripdmx
@jbo
@eddyrobinson
@sommetsannecy
@miningthepast
@almudenavido
@patrimrodilla
@andressaez87
@ahlist_congress
@ward_andrewarch

Top Tweeters in G3:
@61o4k
@dotch_gahyoun
@getpaid2023
@she_faaaa
@thiagoopreto
@mimikur_
@tenue31
@marchelism
@hgraceschmitz
@sabbirh67205926

Top Tweeters in G4:
@michaelbathurst
@snurb_dot_info
@unbiodiversity
@aptnnews
@justintrudeau
@greenpeaceca
@this0499154500
@seinecle
@mihkal
@jilltxt

Top Tweeters in G5:
@icanogar
@stabihh
@grandjeanmartin
@fidromanistik
@tiivik
@desemboltura
@webisblog
@rsprugnoli
@umblaetterer
@ellefj

Top Tweeters in G6:
@freshbooks
@giordmarco96
@12rafiqul
@heyleeseo
@nichepursuits
@alton_lex
@ahmed_seo_
@abdelrhmnhenedy
@uetroslav
@justinurich

Top Tweeters in G7:
@bmorphism
@fundotherworlds
@cosmos
@wor
@ghazni1010
@t_fleischman
@informalinc
@grassecon
@numiadata
@num

Top Tweeters in G8:
@_redfrog
@romain_pigenel
@citedessciences
@maziyarpanahi
@chavalarias
@kamilm119
@a_khaitrine

Top Tweeters in G9:
@linhduned
@panatenaico
@carriazojr
@zvilac
@antj_tinedo
@uned_filologia
@carloslmarch

Top Tweeters in G10:
@concejeropedro
@r_hisp
@stat_research_
@umur_murcia


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