gephi, Twitter, 5/24/2022 1:18:06 AM, 276946


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gephi_2022-05-23_18-15-00.xlsx
gephi_2022-05-23_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2022
Short Description:
gephi via NodeXL https://bit.ly/38ax2um
@gephi
@jacomyma
@verukita1
@allhoff_joachim
@publicdatalab
@this0499154500
@rstatstweet
@openscitalk
@vosonlab
@seinecle

Top hashtags:
#gephi
#twitterresearchproject
#rstats
#nodexl
#twitter
#hashtags
#datascience
#germany

Description:
Description
The graph represents a network of 260 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, 24 May 2022 at 01:15 UTC.

The requested start date was Tuesday, 24 May 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 13-day, 0-hour, 47-minute period from Tuesday, 10 May 2022 at 00:35 UTC to Monday, 23 May 2022 at 01:23 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 : 260
Unique Edges : 250
Edges With Duplicates : 349
Total Edges : 599
Number of Edge Types : 5
Replies to : 63
Retweet : 119
MentionsInRetweet : 224
Mentions : 146
Tweet : 47
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0617647058823529
Reciprocated Edge Ratio : 0.116343490304709
Connected Components : 52
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 144
Maximum Edges in a Connected Component : 446
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.406499
Graph Density : 0.00536085536085536
Modularity : 0.503868
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 260 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, 24 May 2022 at 01:15 UTC.

The requested start date was Tuesday, 24 May 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 13-day, 0-hour, 47-minute period from Tuesday, 10 May 2022 at 00:35 UTC to Monday, 23 May 2022 at 01:23 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:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://github.com/gephi/gephi/discussions/2530#discussioncomment-2738591
[3] https://twitter.com/Gephi/status/1524309555055939590
[2] https://gephi.org/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275990
[2] https://digitalsocietyschool.org/wp/wp-content/uploads/2020/09/1907_ESIEA_Gephi-1.pdf
[1] https://observablehq.com/@philipp-ulm/network-of-stack-overflow-tags
[1] https://www.youtube.com/watch?v=N8MUB36In7c&feature=youtu.be

[1] https://twitter.com/shen_yike/status/1526997195580395521
[1] https://www.dropbox.com/sh/usxwe5iy7pt5bau/AACWL415q_MzPTy2NsHHfSLKa

Top URLs in Tweet in G1:
[1] https://gephi.wordpress.com/2022/05/11/transition-to-semantic-versioning/
[1] https://twitter.com/aurelberra/status/1527304127205715969
[1] https://0ver.org/

Top URLs in Tweet in G2:
[1] https://reticular.hypotheses.org/1866
[1] https://twitter.com/aurelberra/status/1527304635140415494
[1] https://publicdatalab.org/2022/05/11/make-a-deal-with-gephisto/
[1] https://twitter.com/Gephi/status/1524309555055939590

Top URLs in Tweet in G3:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275990
[1] https://www.acspri.org.au/online-winter-program-2022/big-data-analysis-social-scientists-online-3-day

Top URLs in Tweet in G4:
[2] https://twitter.com/Gephi/status/1524309555055939590
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.3.1%7Cpom
[1] https://www.youtube.com/watch?v=MLm_dVK2kAA

[1] https://www.youtube.com/watch?v=i83WRl1uLWY

[1] https://www.thefhguide.com/project-8-dna06.html
[1] https://soundcloud.com/uzuncteyze2/yeni-t-rk-gurbete-ka-aca-m?ref=twitter&p=a&c=0&utm_campaign=social_sharing&utm_medium=post&utm_source=twitter
[1] http://www.e-diasporas.fr
[1] https://twitter.com/shen_yike/status/1526997195580395521

Top URLs in Tweet in G5:
[3] https://github.com/gephi/gephi/discussions/2530#discussioncomment-2738591

Top URLs in Tweet in G7:
[1] https://www.dropbox.com/sh/usxwe5iy7pt5bau/AACWL415q_MzPTy2NsHHfSLKa

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] gephi
[23] twitterresearchproject
[17] rstats
[15] nodexl
[14] twitter
[12] hashtags
[9] datascience
[8] germany
[8] openscience
[8] ai



Top Hashtags in Tweet in G1:
[2] humanistica2022
[2] dhunbound2022
[2] gephi
[2] iramuteq
[2] enem2022
[1] dataviz

Top Hashtags in Tweet in G2:
[1] humanistica2022
[1] dhunbound2022

Top Hashtags in Tweet in G3:
[16] twitterresearchproject
[15] rstats
[9] gephi
[9] nodexl
[9] hashtags
[9] twitter
[7] machinelearning
[7] socialnetworkanalysis
[7] datascience
[7] openscience

Top Hashtags in Tweet in G4:
[4] gephi
[2] nodexl
[1] lanottedeimusei
[1] twitterstreamingimporter
[1] eurovision
[1] anniversari
[1] 9maggio
[1] wikipedia
[1] openord
[1] soundcloud

Top Hashtags in Tweet in G5:
[6] gephi
[3] nodexl
[2] dataviz
[1] twitterresearchproject
[1] digitalart
[1] rstats
[1] gephisto
[1] vosviewer
[1] cytoscape
[1] kumu

Top Hashtags in Tweet in G6:
[2] eijc22

Top Hashtags in Tweet in G8:
[6] twitterresearchproject
[5] datasprint
[5] opendata
[3] hashtags
[3] twitter
[2] germany
[1] digitalart
[1] gephi
[1] nodexl
[1] rstats

Top Words
Top Words in Tweet in Entire Graph:
[200] gephi
[52] data
[43] #gephi
[41] network
[41] obtained
[29] halo
[27] vayllle
[27] halodotapi
[26] thanks
[23] #twitterresearchproject

Top Words in Tweet in G1:
[67] gephi
[40] obtained
[29] halo
[27] vayllle
[27] halodotapi
[23] medals
[21] thanks
[20] infinite
[20] multiplayer
[20] data

Top Words in Tweet in G2:
[25] gephi
[14] gephisto
[13] publicdatalab
[13] one
[13] click
[13] give
[13] network
[13] data
[13] gives
[13] visualization

Top Words in Tweet in G3:
[16] #twitterresearchproject
[15] #rstats
[11] allhoff_joachim
[10] mediaresearchinstitute
[10] 22
[9] analysis
[9] #gephi
[9] #nodexl
[9] current
[9] trends

Top Words in Tweet in G4:
[17] gephi
[4] #gephi
[3] dan
[3] use
[3] data
[3] analisis
[3] pake
[3] network
[2] qgis
[2] estoy

Top Words in Tweet in G5:
[15] plugin
[13] network
[13] share
[13] made
[11] verukita1
[8] tools
[7] wonderful
[7] visualizations
[7] hello
[7] everyone

Top Words in Tweet in G6:
[3] lasseedfast
[3] magic
[3] gephi
[2] free
[2] digital
[2] tool
[2] live
[2] without
[2] come
[2] share

Top Words in Tweet in G7:
[20] gephi
[10] deviancele
[8] americanhacker
[4] linwoodshorse
[3] stuff
[3] using
[3] right
[3] one
[2] maltegohq
[2] two

Top Words in Tweet in G8:
[6] allhoff_joachim
[6] #twitterresearchproject
[6] fun
[5] jaaaa
[5] having
[5] facilitating
[5] #datasprint
[5] kolaura1
[5] ka_kinder
[5] researchers

Top Words in Tweet in G9:
[3] cirogomes
[3] gduvivier
[3] gephi
[3] os
[2] jorgesuede
[2] pbruzzi
[2] dados

Top Words in Tweet in G10:
[4] cet
[4] après
[4] midi
[4] 16h
[4] atelier
[4] mcgyver
[4] retour
[4] ateliers
[4] europresse
[4] txm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[20] obtained,medals
[20] medals,halo
[20] halo,infinite
[20] infinite,multiplayer
[20] multiplayer,data
[20] data,obtained
[20] obtained,thanks
[20] thanks,halodotapi
[20] halodotapi,spatialized
[20] spatialized,gephi

Top Word Pairs in Tweet in G1:
[20] obtained,medals
[20] medals,halo
[20] halo,infinite
[20] infinite,multiplayer
[20] multiplayer,data
[20] data,obtained
[20] obtained,thanks
[20] thanks,halodotapi
[20] halodotapi,spatialized
[20] spatialized,gephi

Top Word Pairs in Tweet in G2:
[13] gephisto,gephi
[13] gephi,one
[13] one,click
[13] click,give
[13] give,network
[13] network,data
[13] data,gives
[13] gives,visualization
[13] visualization,settings
[13] settings,skills

Top Word Pairs in Tweet in G3:
[10] mediaresearchinstitute,#twitterresearchproject
[9] #twitterresearchproject,current
[9] current,trends
[9] trends,#hashtags
[9] #hashtags,#twitter
[9] #twitter,05
[7] #gephi,#nodexl
[7] #nodexl,#rstats
[7] #rstats,#machinelearning
[7] #machinelearning,#socialnetworkanalysis

Top Word Pairs in Tweet in G4:
[2] dan,gephi
[2] use,gephi
[2] #nodexl,#gephi
[2] gephi,maven
[2] maven,plugin

Top Word Pairs in Tweet in G5:
[7] hello,everyone
[7] everyone,share
[7] share,networks
[7] networks,made
[7] made,different
[7] different,tools
[7] tools,network
[7] network,analysis
[7] analysis,highly
[7] highly,recommend

Top Word Pairs in Tweet in G6:
[3] magic,gephi
[2] free,digital
[2] digital,tool
[2] tool,live
[2] live,without
[2] without,come
[2] come,share
[2] share,lasseedfast
[2] lasseedfast,show
[2] show,magic

Top Word Pairs in Tweet in G7:
[7] deviancele,gephi
[4] americanhacker,gephi
[3] linwoodshorse,gephi
[3] americanhacker,deviancele
[2] deviancele,linwoodshorse
[2] gephi,wait

Top Word Pairs in Tweet in G8:
[5] jaaaa,having
[5] having,fun
[5] fun,facilitating
[5] facilitating,#datasprint
[5] #datasprint,kolaura1
[5] kolaura1,ka_kinder
[5] ka_kinder,researchers
[5] researchers,darc_aau
[5] darc_aau,#opendata
[4] allhoff_joachim,mediaresearchinstitute

Top Word Pairs in Tweet in G9:
[3] cirogomes,gduvivier
[2] pbruzzi,cirogomes
[2] os,dados

Top Word Pairs in Tweet in G10:
[4] cet,après
[4] après,midi
[4] midi,16h
[4] 16h,atelier
[4] atelier,mcgyver
[4] mcgyver,retour
[4] retour,ateliers
[4] ateliers,europresse
[4] europresse,txm
[4] txm,iramuteq

Top Replied-To
Top Replied-To in Entire Graph:
@americanhacker
@vayllle
@deviancele
@gephi
@farzad_bayan
@jorgesuede
@jacomyma
@call_me_real
@cthoyt
@paulofernando33

Top Replied-To in G1:
@vayllle
@gephi
@cthoyt
@call_me_real

Top Replied-To in G2:
@paavoritala
@jacomyma
@publicdatalab

Top Replied-To in G5:
@jacomyma

Top Replied-To in G7:
@americanhacker
@deviancele
@linwoodshorse
@lauersunny

Top Replied-To in G9:
@jorgesuede
@felpthiesen

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@halo
@halodotapi
@vayllle
@allhoff_joachim
@verukita1
@publicdatalab
@hugozunzarren
@evamoya_co
@kolaura1

Top Mentioned in G1:
@gephi
@halo
@halodotapi
@vayllle
@tb_tomaz
@aurelberra

Top Mentioned in G2:
@publicdatalab
@jacomyma
@gephi
@anderskmunk
@irynamalacina
@arhosuominen
@aurelberra
@tantlab
@diminescu
@gephi_tutorials

Top Mentioned in G3:
@allhoff_joachim
@vosonlab
@gephi
@centro_up
@regiemix
@mysocalledninja
@seinecle
@umr_tree
@anu_socy
@robackland

Top Mentioned in G5:
@verukita1
@totetmatt
@allhoff_joachim

Top Mentioned in G6:
@lasseedfast
@gephi
@tabulapdf
@catileptic
@datentaeterin
@sz
@anouchka
@alexanderabdel

Top Mentioned in G7:
@gephi
@deviancele
@linwoodshorse
@maltegohq
@sentinelvis
@graphistry
@mysocalledninja
@thebtchzclit

Top Mentioned in G8:
@allhoff_joachim
@kolaura1
@ka_kinder
@darc_aau
@xmacex
@alpenadriauni

Top Mentioned in G9:
@cirogomes
@gduvivier
@pbruzzi
@trifenol

Top Mentioned in G10:
@ceressorbonne
@vjulliar
@thibo_grison
@run_dimeco
@clara_bordier
@kenza_benab_

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@opensource_orgs
@codewithtwitchi
@thecuriousluke
@rstatstweet
@xeronbot
@miyakilee
@pyscalellc
@kzhr
@datasciencebot_

Top Tweeters in G1:
@kzhr
@jagokazama24
@fubits
@krawatxp2003
@theofficial_ess
@halo
@mja
@divangreedy88
@secou
@rojascastroa

Top Tweeters in G2:
@true_mxp
@kuzeko
@jnkka
@paavoritala
@arhosuominen
@vid_santos
@sakina77
@yatachelys
@no_ody
@jwyg

Top Tweeters in G3:
@fabriciosx
@thecuriousluke
@rstatstweet
@datasciencebot_
@cosseaton
@trab_bot
@sciencecommuni2
@seinecle
@tmtn
@this0499154500

Top Tweeters in G4:
@jokitugsfess
@mourdenluv
@itatya
@matterofstats
@guille0027
@asfmavenrelease
@prenadamedia2
@istirahatkamu
@librarylivingjt
@azadbartnn

Top Tweeters in G5:
@pyscalellc
@sandroandrine
@madamecurves
@smm_news_feed
@bimantorokus
@sebdraven
@kesterratcliff
@totetmatt
@noosquest
@smart_grid_fr

Top Tweeters in G6:
@sz
@hackette7
@lasseedfast
@datentaeterin
@anouchka
@catileptic
@tabulapdf
@alexanderabdel

Top Tweeters in G7:
@linwoodshorse
@americanhacker
@deviancele
@lauersunny
@maltegohq
@graphistry
@thebtchzclit
@sentinelvis

Top Tweeters in G8:
@_open_science_
@openscitalk
@xmacex
@alpenadriauni
@ka_kinder
@kolaura1
@darc_aau

Top Tweeters in G9:
@trifenol
@jorgesuede
@gduvivier
@cirogomes
@pbruzzi
@wilsonrosa
@felpthiesen

Top Tweeters in G10:
@vjulliar
@carolinemarti1
@run_dimeco
@thibo_grison
@kenza_benab_
@clara_bordier
@ceressorbonne