gephi, Twitter, 9/13/2022 1:18:10 AM, 281820


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gephi_2022-09-12_18-15-00.xlsx
gephi_2022-09-12_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2022
Short Description:
gephi via NodeXL https://bit.ly/3xdR28T
@verukita1
@gephi
@mihkal
@nicolasbchb
@allhoff_joachim
@this0499154500
@chidambara09
@innov_inf
@totetmatt
@jacomyma

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

Description:
Description
The graph represents a network of 297 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, 13 September 2022 at 01:15 UTC.

The requested start date was Tuesday, 13 September 2022 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, 21-hour, 40-minute period from Tuesday, 30 August 2022 at 06:01 UTC to Monday, 12 September 2022 at 03:42 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 : 297
Unique Edges : 217
Edges With Duplicates : 579
Total Edges : 796
Number of Edge Types : 5
Replies to : 55
Mentions : 190
MentionsInRetweet : 311
Tweet : 41
Retweet : 199
Self-Loops : 46
Reciprocated Vertex Pair Ratio : 0.0736842105263158
Reciprocated Edge Ratio : 0.137254901960784
Connected Components : 38
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 160
Maximum Edges in a Connected Component : 618
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.161109
Graph Density : 0.00464100464100464
Modularity : 0.412117
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 297 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, 13 September 2022 at 01:15 UTC.

The requested start date was Tuesday, 13 September 2022 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, 21-hour, 40-minute period from Tuesday, 30 August 2022 at 06:01 UTC to Monday, 12 September 2022 at 03:42 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://www.twitch.tv/datalgo
[6] https://gephi.org/
[4] https://gephi.org/plugins/#/plugin/neo4j-plugin
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280976
[3] https://twitter.com/Gephi/status/1565673924410707971
[3] https://nocodefunctions.com/blog/gephi-code-retreat-2022/
[2] https://twitter.com/seinecle/status/1564913917645803522
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281383
[1] https://www.tandfonline.com/doi/full/10.1080/03044181.2022.2101020?cookieSet=1

Top URLs in Tweet in G1:
[1] https://gephi.org/

Top URLs in Tweet in G2:
[11] https://www.twitch.tv/datalgo
[4] https://gephi.org/plugins/#/plugin/neo4j-plugin
[3] https://nocodefunctions.com/blog/gephi-code-retreat-2022/
[2] https://twitter.com/seinecle/status/1564913917645803522
[2] https://twitter.com/Gephi/status/1565673924410707971
[1] https://gephi.wordpress.com/2022/06/18/call-for-participants-gephi-code-sustainability-retreat-2022/
[1] https://twitter.com/nicolasbchb/status/1564621361544413186
[1] https://nocodefunctions.com/blog/story-gephi-user-contributor/
[1] https://github.com/gephi/gexf/pull/18
[1] https://twitter.com/ouestware/status/1564665118419451904

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280976
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281383
[1] https://gephi.org/users/
[1] https://drive.google.com/file/d/1ySU6lLql3jb9eZmHP-E86G6YzI0Vs1cw/view?usp=sharing
[1] https://twitter.com/mihkal/status/1435978136043368458
[1] https://gephi.org
[1] https://gephi.org/

Top URLs in Tweet in G4:
[2] https://gephi.org/

Top URLs in Tweet in G5:
[1] https://twitter.com/Gephi/status/1565718511686672385
[1] https://gephi.github.io/
[1] https://arxiv.org/abs/2209.03149
[1] https://gephi.org/features/
[1] https://twitter.com/EddyRobinson/status/1567703118959497218
[1] https://familylocket.com/creating-gephi-network-graphs-part-1-gather-matches-and-prepare-spreadsheets/
[1] https://twitter.com/ismailfahmi/status/1568849521513492480
[1] https://www.tandfonline.com/doi/full/10.1080/03044181.2022.2101020?cookieSet=1

Top URLs in Tweet in G6:
[1] https://github.com/gephi/gephi
[1] https://github.com/gephi

Top URLs in Tweet in G9:
[1] https://twitter.com/Gephi/status/1565673924410707971
[1] https://www.twitch.tv/datalgo

Top Domains
Top Domains in Tweet in Entire Graph:
[15] twitter.com
[13] gephi.org
[12] twitch.tv
[4] nodexlgraphgallery.org
[4] github.com
[4] nocodefunctions.com
[3] wordpress.com
[1] tandfonline.com
[1] familylocket.com
[1] google.com

Top Domains in Tweet in G1:
[1] gephi.org

Top Domains in Tweet in G2:
[11] twitch.tv
[8] twitter.com
[4] nocodefunctions.com
[4] gephi.org
[2] github.com
[1] wordpress.com
[1] twitterverse.net
[1] youtube.com

Top Domains in Tweet in G3:
[4] nodexlgraphgallery.org
[3] gephi.org
[2] wordpress.com
[1] google.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] gephi.org

Top Domains in Tweet in G5:
[3] twitter.com
[1] github.io
[1] arxiv.org
[1] gephi.org
[1] familylocket.com
[1] tandfonline.com

Top Domains in Tweet in G6:
[2] github.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] twitch.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] gephiweek
[25] gephi
[18] mediaresearchinstitute
[18] twitterresearchproject
[13] socialnetworkanalysis
[8] nodexl
[7] workingpaper
[7] datascience
[4] twitter
[4] socialmedia



Top Hashtags in Tweet in G1:
[2] gephi
[1] gephisto
[1] vosviewer
[1] cytoscape
[1] kumu
[1] graphinsight
[1] nodexl
[1] orangedatamining
[1] graphia
[1] graphistry

Top Hashtags in Tweet in G2:
[27] gephiweek
[8] gephi
[1] opensource
[1] academictwitter
[1] phd
[1] researchimpact
[1] informationoverload
[1] terrorists
[1] osint

Top Hashtags in Tweet in G3:
[18] mediaresearchinstitute
[18] twitterresearchproject
[11] socialnetworkanalysis
[11] gephi
[6] datascience
[5] nodexl
[4] rstats
[4] machinelearning
[4] openscience
[4] twitter

Top Hashtags in Tweet in G5:
[2] gephi
[1] 25settembre
[1] pieroangela
[1] meloni
[1] letta
[1] conte
[1] salvini
[1] calenda
[1] renzi
[1] nodexl

Top Hashtags in Tweet in G7:
[7] workingpaper
[1] gephi

Top Hashtags in Tweet in G9:
[2] gephiweek

Top Words
Top Words in Tweet in Entire Graph:
[231] gephi
[68] networks
[62] source
[61] verukita1
[57] graphs
[57] open
[54] software
[54] visualize
[54] wonderful
[54] explore

Top Words in Tweet in G1:
[54] networks
[52] verukita1
[43] gephi
[43] wonderful
[43] open
[43] source
[43] software
[43] allows
[43] visualize
[43] explore

Top Words in Tweet in G2:
[107] gephi
[33] nicolasbchb
[27] #gephiweek
[22] stream
[20] medialab_scpo
[19] week
[17] mathieubastian
[16] seinecle
[15] logisima
[15] paulanomalie

Top Words in Tweet in G3:
[26] gephi
[18] #mediaresearchinstitute
[18] #twitterresearchproject
[15] allhoff_joachim
[11] this0499154500
[11] #socialnetworkanalysis
[11] #gephi
[11] digital
[11] landscape
[11] worldwide

Top Words in Tweet in G4:
[37] redes
[35] leogarciamx
[19] aquã
[19] vemos
[19] aclasnerguor
[19] junta
[19] inteligencia
[19] planenado
[19] prã
[19] ximo

Top Words in Tweet in G5:
[6] gephi
[2] redes
[2] network
[2] #gephi
[2] ci
[2] mancherebbe
[2] altro
[2] re
[2] multiviz
[2] susah

Top Words in Tweet in G6:
[6] pedro_barciela
[5] gephi
[5] mas
[3] esse
[3] faz
[3] dados
[2] tipo
[2] ele
[2] cara
[2] nã

Top Words in Tweet in G7:
[7] #workingpaper
[7] presentation
[7] stuttee
[7] scholar
[7] 'title
[7] use
[7] artificial
[7] intelligence
[7] human
[7] resource

Top Words in Tweet in G8:
[2] ismailfahmi
[2] gephi
[2] kalau

Top Words in Tweet in G9:
[7] gephi
[4] jacomyma
[3] down
[3] rabbit
[3] hole
[3] fixing
[3] seemingly
[3] simple
[3] ticket
[3] struggling

Top Words in Tweet in G10:
[3] av
[3] gephi
[3] data
[2] hanifbali
[2] albertoescorcia
[2] det
[2] med
[2] olika
[2] kan
[2] need

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] open,source
[53] gephi,wonderful
[53] wonderful,open
[53] source,software
[53] software,allows
[53] allows,visualize
[53] visualize,explore
[53] explore,kinds
[53] kinds,graphs
[53] graphs,networks

Top Word Pairs in Tweet in G1:
[43] gephi,wonderful
[43] wonderful,open
[43] open,source
[43] source,software
[43] software,allows
[43] allows,visualize
[43] visualize,explore
[43] explore,kinds
[43] kinds,graphs
[43] graphs,networks

Top Word Pairs in Tweet in G2:
[11] still,already
[11] already,mathieubastian
[11] mathieubastian,present
[11] present,gephi
[11] gephi,codebase
[11] codebase,english
[11] english,nicolasbchb's
[11] nicolasbchb's,twitch
[11] twitch,stream
[11] gephi,nicolasbchb

Top Word Pairs in Tweet in G3:
[18] #mediaresearchinstitute,#twitterresearchproject
[11] #twitterresearchproject,digital
[11] digital,landscape
[11] landscape,worldwide
[11] worldwide,tweets
[11] allhoff_joachim,#mediaresearchinstitute
[10] gephi,wonderful
[10] wonderful,open
[10] open,source
[10] source,software

Top Word Pairs in Tweet in G4:
[19] aquã,vemos
[19] vemos,aclasnerguor
[19] aclasnerguor,junta
[19] junta,inteligencia
[19] inteligencia,planenado
[19] planenado,prã
[19] prã,ximo
[19] ximo,movimiento
[19] movimiento,despuã
[19] despuã,encargado

Top Word Pairs in Tweet in G5:
[2] ci,mancherebbe
[2] mancherebbe,altro

Top Word Pairs in Tweet in G6:
[2] esse,tipo
[2] pedro_barciela,cara

Top Word Pairs in Tweet in G7:
[7] #workingpaper,presentation
[7] presentation,stuttee
[7] stuttee,scholar
[7] scholar,'title
[7] 'title,use
[7] use,artificial
[7] artificial,intelligence
[7] intelligence,human
[7] human,resource
[7] resource,practices

Top Word Pairs in Tweet in G9:
[3] down,rabbit
[3] rabbit,hole
[3] hole,fixing
[3] fixing,seemingly
[3] seemingly,simple
[3] simple,ticket
[3] ticket,struggling
[3] struggling,rendering
[3] rendering,curved
[3] curved,edges

Top Replied-To
Top Replied-To in Entire Graph:
@nicolasbchb
@gephi
@this0499154500
@seinecle
@mirja_mir
@pedro_barciela
@lennysan
@balake_williams
@lixingguang
@spindlypete

Top Replied-To in G2:
@nicolasbchb
@gephi
@seinecle
@mirja_mir
@lennysan
@balake_williams
@lixingguang
@totetmatt
@mathieubastian
@logisima

Top Replied-To in G3:
@this0499154500
@annakorhonen3
@tomassjoblom

Top Replied-To in G4:
@nudocojo

Top Replied-To in G6:
@pedro_barciela
@marcelosc_2
@isaac_the_elias
@aphonso
@joo26267369

Top Replied-To in G8:
@singhamlagatari
@bknprimeakun

Top Replied-To in G9:
@hpiedcoq

Top Replied-To in G10:
@marizanti
@albertoescorcia
@hanifbali

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@verukita1
@nicolasbchb
@leogarciamx
@medialab_scpo
@totetmatt
@mathieubastian
@allhoff_joachim
@paulanomalie
@seinecle

Top Mentioned in G1:
@verukita1

Top Mentioned in G2:
@gephi
@nicolasbchb
@medialab_scpo
@mathieubastian
@paulanomalie
@logisima
@seinecle
@totetmatt
@ouestware
@neo4j

Top Mentioned in G3:
@allhoff_joachim
@gephi
@innov_inf
@verukita1
@mihkal
@nicolasbchb
@chidambara09
@imetascience
@this0499154500
@fabriciosx

Top Mentioned in G4:
@leogarciamx
@piniisima

Top Mentioned in G6:
@pedro_barciela
@sergiospagnuolo

Top Mentioned in G7:
@sangeeta_hr
@lkouniv
@profalokkumar
@aomconnect
@humanisticmgmt
@peoplemgt
@hr_div_aom
@hranalytics4you

Top Mentioned in G8:
@ismailfahmi
@bjorkanism
@darktracer_int
@opposite090l92
@txtdrpemerintah
@mazzini_gsp
@paijodirajo

Top Mentioned in G9:
@gephi
@jacomyma
@tantlab
@nicolasbchb

Top Mentioned in G10:
@hanifbali
@albertoescorcia
@omni_red

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@katcapps
@godfrey_g_
@thecuriousluke
@mariantop1
@pyscalellc
@iltasanomat
@_antonioleyva
@caricatutronico

Top Tweeters in G1:
@nopiedra
@offraylc
@futurepi_slack
@99_juls
@opuslibertati
@edgarecon
@jrcfernandes
@jlo888
@ludiromadu
@guadalupepaloma

Top Tweeters in G2:
@s_palm
@matterofstats
@neo4j
@congosto
@lorenp4
@grandjeanmartin
@lennysan
@tvpollet
@seinecle
@dav8119

Top Tweeters in G3:
@chidambara09
@fabriciosx
@godfrey_g_
@thecuriousluke
@pyscalellc
@iltasanomat
@dnaed_tech
@openscitalk
@trab_bot
@betamoroney

Top Tweeters in G4:
@mariantop1
@_antonioleyva
@caricatutronico
@luismalpizar
@socoarana09
@juanttorres9
@balamsinhue
@leogarciamx
@craneo_rojo
@petrusangelorum

Top Tweeters in G5:
@kamikudakun
@fefealves
@zer0access
@tarciziosilva
@mr_sunshine
@ikosado
@familylocket
@fromalias
@loivinn
@brasilianmojito

Top Tweeters in G6:
@aphonso
@lorengado
@isaac_the_elias
@bem_virginiana
@marcelosc_2
@mariomello
@pedro_barciela
@joo26267369
@josmaurofreita2
@sergiospagnuolo

Top Tweeters in G7:
@richardkimphd
@peoplemgt
@dswlkouniv
@aomconnect
@lkouniv
@hr_div_aom
@profalokkumar
@humanisticmgmt
@lumba_lucknow
@sangeeta_hr

Top Tweeters in G8:
@mazzini_gsp
@ismailfahmi
@singhamlagatari
@txtdrpemerintah
@paijodirajo
@bknprimeakun
@wedusgembel69
@darktracer_int
@grizzlybeeeer
@opposite090l92

Top Tweeters in G9:
@sebdraven
@luiy
@hpiedcoq
@s_bolduc
@jacomyma
@tantlab
@agephipopart

Top Tweeters in G10:
@omni_red
@hanifbali
@marizanti
@albertoescorcia
@haxona
@christophercato


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