gephi, Twitter, 7/12/2022 1:18:09 AM, 279409


FAQ | Problem?

gephi_2022-07-11_18-15-00.xlsx
gephi_2022-07-11_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 12, 2022
Short Description:
gephi via NodeXL https://bit.ly/3yujraB
@verukita1
@allhoff_joachim
@michaelbathurst
@nopiedra
@sobigdata
@jlarrosa
@thecuriousluke
@st_naderer
@fmfrancoise
@totetmatt

Top hashtags:
#gephi
#twitterresearchproject
#nodexl
#machinelearning
#dataviz

Description:
Description
The graph represents a network of 217 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, 12 July 2022 at 01:15 UTC.

The requested start date was Tuesday, 12 July 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, 10-hour, 15-minute period from Tuesday, 28 June 2022 at 02:33 UTC to Sunday, 10 July 2022 at 12:48 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 : 217
Unique Edges : 145
Edges With Duplicates : 291
Total Edges : 436
Number of Edge Types : 5
Retweet : 131
MentionsInRetweet : 147
Mentions : 63
Tweet : 53
Replies to : 42
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0518867924528302
Reciprocated Edge Ratio : 0.0986547085201794
Connected Components : 44
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 222
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.151425
Graph Density : 0.00475763782215395
Modularity : 0.483063
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 217 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, 12 July 2022 at 01:15 UTC.

The requested start date was Tuesday, 12 July 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, 10-hour, 15-minute period from Tuesday, 28 June 2022 at 02:33 UTC to Sunday, 10 July 2022 at 12:48 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:
[8] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279187
[4] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand
[3] http://sobigdata.eu/events/gephi-week-visual-network-analysis-social-data
[3] https://www.aub.edu.lb/Libraries/News/Pages/ProfessionalDataServices.aspx
[2] https://github.com/seinecle/gephi-tutorials/blob/master/src/main/asciidoc/en/dynamic/creating-a-simple-dynamic-network.adoc
[2] https://seinecle.github.io/gephi-tutorials/
[2] https://www.youtube.com/playlist?list=PLY_5Saa90gdp73VxK4Y8K8IO6pQacXEUE

[2] https://www.youtube.com/watch?v=6iep4U4ZWAQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=hHgRBkOv1GE&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://app.vosviewer.com/

Top URLs in Tweet in G2:
[1] https://fulltimesportsfan.wordpress.com/2022/07/08/womens-euro-2022-network-diagrams-group-stage/
[1] https://gephi.wordpress.com/2022/06/18/call-for-participants-gephi-code-sustainability-retreat-2022/
[1] https://twitter.com/diegodlh/status/1528776464904101889

Top URLs in Tweet in G4:
[3] http://sobigdata.eu/events/gephi-week-visual-network-analysis-social-data
[2] https://github.com/seinecle/gephi-tutorials/blob/master/src/main/asciidoc/en/dynamic/creating-a-simple-dynamic-network.adoc
[2] https://seinecle.github.io/gephi-tutorials/
[2] https://www.youtube.com/watch?v=6iep4U4ZWAQ&feature=youtu.be

[2] https://www.youtube.com/playlist?list=PLY_5Saa90gdp73VxK4Y8K8IO6pQacXEUE

[1] https://blog.totetmatt.fr/gephis-twitter-streaming-importer-v2-is-out.html
[1] https://gephi.org/plugins/#/plugin/twitter-v2
[1] http://www.sobigdata.eu/events/gephi-week-visual-network-analysis-social-data

Top URLs in Tweet in G5:
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.3.3%7Cpom
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.3.2%7Cpom
[1] https://riunet.upv.es:443/handle/10251/183690
[1] https://riunet.upv.es:443/handle/10251/183683
[1] https://riunet.upv.es:443/handle/10251/183684
[1] https://riunet.upv.es:443/handle/10251/183685
[1] https://riunet.upv.es:443/handle/10251/183686
[1] https://riunet.upv.es:443/handle/10251/183687
[1] https://riunet.upv.es:443/handle/10251/183688
[1] https://riunet.upv.es:443/handle/10251/183689

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279187

Top URLs in Tweet in G7:
[8] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G8:
[1] http://networksciencelab.com/SovietMusic/genres-new.png

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] gephi
[43] twitterresearchproject
[34] nodexl
[34] machinelearning
[27] dataviz
[26] mediaresearchinstitute
[24] ai
[23] bigdata
[11] datascience
[9] photography



Top Hashtags in Tweet in G1:
[17] nodexl
[16] gephi
[16] dataviz
[14] bigdata
[12] machinelearning
[8] ai
[4] socialnetworks
[3] vosviewer
[3] socialmedia
[3] tools

Top Hashtags in Tweet in G2:
[1] euro2022
[1] womenseuro2022
[1] gephi
[1] dataviz
[1] herdsa22

Top Hashtags in Tweet in G4:
[4] gephi
[2] twitterstreamingimporter
[2] sna
[2] gsuedlead
[2] dataviz
[2] networkanalysis
[1] nodexl
[1] machinelearning
[1] bigdata
[1] ai

Top Hashtags in Tweet in G5:
[6] gephi
[2] tweetsanalysis
[1] twitterstreamingimporter
[1] python
[1] letsconnect
[1] sna
[1] socialnetworkanalysis
[1] hashtagsanalysis
[1] marslanadv
[1] networkx

Top Hashtags in Tweet in G6:
[2] bigdata
[2] nodexl
[2] gephi
[2] dataviz
[1] socialmedia
[1] ai
[1] ehealth
[1] machinelearning

Top Hashtags in Tweet in G7:
[43] twitterresearchproject
[26] mediaresearchinstitute
[25] gephi
[16] machinelearning
[14] nodexl
[10] ai
[9] photography
[9] rstats
[9] datascience
[9] openscience

Top Hashtags in Tweet in G8:
[5] digitalhumanities
[4] rock
[4] jazz
[4] metal
[4] popmusic
[4] folk
[4] twitterstorians
[1] music
[1] dataanalytics
[1] gephi

Top Hashtags in Tweet in G10:
[1] btsresearch

Top Words
Top Words in Tweet in Entire Graph:
[152] gephi
[110] network
[62] #gephi
[59] social
[49] analysis
[44] plugin
[43] #twitterresearchproject
[40] article
[38] verukita1
[34] #nodexl

Top Words in Tweet in G1:
[57] network
[34] article
[32] gephi
[31] verukita1
[30] plugin
[18] analysis
[17] splitter
[17] 3d
[17] query
[17] #nodexl

Top Words in Tweet in G2:
[15] gephi
[9] network
[5] making
[5] tools
[5] science
[5] fantastic
[5] adventure
[5] interested
[5] looking
[5] developers

Top Words in Tweet in G3:
[16] receta
[16] mágica
[16] analistas
[16] tuiteros
[16] filtres
[16] dataset
[16] tuits
[16] crea
[16] grafo
[16] gephi

Top Words in Tweet in G4:
[17] gephi
[13] network
[8] v2
[8] analysis
[6] social
[6] data
[4] plugin
[4] #gephi
[4] week
[4] visual

Top Words in Tweet in G5:
[23] gephi
[6] #gephi
[4] maven
[4] plugin
[4] social
[4] network
[4] nã
[4] sei
[3] red
[3] analysis

Top Words in Tweet in G6:
[12] nodexl
[4] moto_flixxx
[4] michaelbathurst
[4] this0499154500
[4] v1sionzero_tech
[4] network
[3] fmfrancoise
[3] chidamba
[2] #bigdata
[2] #nodexl

Top Words in Tweet in G7:
[43] #twitterresearchproject
[34] allhoff_joachim
[32] tweets
[28] digital
[28] landscape
[28] worldwide
[28] 2022
[26] #mediaresearchinstitute
[25] #gephi
[16] until

Top Words in Tweet in G8:
[5] #digitalhumanities
[5] social
[4] side
[4] effect
[4] another
[4] project
[4] 276
[4] popular
[4] musical
[4] genres

Top Words in Tweet in G9:
[3] network
[2] hacer
[2] gephi
[2] article

Top Words in Tweet in G10:
[6] website
[6] allows
[6] exploring
[6] networks
[6] related
[6] artists
[6] two
[6] steps
[6] starting
[6] point

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] social,network
[33] network,analysis
[28] #twitterresearchproject,digital
[28] digital,landscape
[28] landscape,worldwide
[28] worldwide,tweets
[28] tweets,2022
[28] #gephi,#nodexl
[26] #mediaresearchinstitute,#twitterresearchproject
[23] plugin,gephi

Top Word Pairs in Tweet in G1:
[18] network,analysis
[17] network,splitter
[17] splitter,3d
[17] 3d,plugin
[17] article,article
[17] article,network
[16] think,network
[16] plugin,gephi
[16] gephi,wonderful
[16] wonderful,article

Top Word Pairs in Tweet in G2:
[5] making,tools
[5] tools,network
[5] network,science
[5] science,fantastic
[5] fantastic,adventure
[5] adventure,interested
[5] interested,looking
[5] looking,developers
[5] developers,help
[5] help,maintain

Top Word Pairs in Tweet in G3:
[16] receta,mágica
[16] mágica,analistas
[16] analistas,tuiteros
[16] tuiteros,filtres
[16] filtres,dataset
[16] dataset,tuits
[16] tuits,crea
[16] crea,grafo
[16] grafo,gephi
[16] gephi,cualquier

Top Word Pairs in Tweet in G4:
[8] network,analysis
[4] visual,network
[4] analysis,social
[4] social,data
[3] twitter,streaming
[3] gephi,week
[3] week,visual
[2] #gephi,#twitterstreamingimporter
[2] #twitterstreamingimporter,v2
[2] v2,released

Top Word Pairs in Tweet in G5:
[4] gephi,maven
[4] maven,plugin
[3] nã,sei
[2] release,gephi
[2] plugin,version
[2] version,org
[2] org,gephi
[2] gephi,gephi
[2] social,network

Top Word Pairs in Tweet in G6:
[4] nodexl,nodexl
[4] nodexl,moto_flixxx
[4] moto_flixxx,nodexl
[4] nodexl,michaelbathurst
[4] michaelbathurst,this0499154500
[4] this0499154500,v1sionzero_tech
[3] fmfrancoise,nodexl
[3] v1sionzero_tech,chidamba

Top Word Pairs in Tweet in G7:
[28] #twitterresearchproject,digital
[28] digital,landscape
[28] landscape,worldwide
[28] worldwide,tweets
[28] tweets,2022
[26] #mediaresearchinstitute,#twitterresearchproject
[21] allhoff_joachim,#mediaresearchinstitute
[16] 2022,until
[16] until,july
[14] #gephi,#nodexl

Top Word Pairs in Tweet in G8:
[4] side,effect
[4] effect,another
[4] another,project
[4] project,276
[4] 276,popular
[4] popular,musical
[4] musical,genres
[4] genres,#rock
[4] #rock,#jazz
[4] #jazz,#metal

Top Word Pairs in Tweet in G10:
[6] website,allows
[6] allows,exploring
[6] exploring,networks
[6] networks,related
[6] related,artists
[6] artists,two
[6] two,steps
[6] steps,starting
[6] starting,point
[6] point,spotify

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@verukita1
@allhoff_joachim
@piniisima
@gephi
@nodexlacademy
@bangtanscholars
@moto_flixxx
@nodexl
@michaelbathurst
@this0499154500

Top Mentioned in G1:
@verukita1
@h3nrasouli
@imfi_journal
@abalkinaanna
@fromalias

Top Mentioned in G2:
@gephi
@eleurent
@drsaraheaton
@arasbozkurt

Top Mentioned in G3:
@piniisima

Top Mentioned in G4:
@sobigdata
@helenwangyying
@gsucehd
@juliekallio
@gephi_tutorials
@verukita1
@justinbathon
@rea_research
@kdd_lab
@cnrs

Top Mentioned in G6:
@moto_flixxx
@nodexl
@michaelbathurst
@this0499154500
@v1sionzero_tech
@fmfrancoise
@chidamba
@verukita1
@chidambara09
@hashtagmarketi7

Top Mentioned in G7:
@allhoff_joachim
@verukita1
@icad_official
@totetmatt

Top Mentioned in G8:
@aqsaqal
@willphillips
@airtable

Top Mentioned in G9:
@mbojan
@socnetanalysts
@melnetsna
@ansna_au
@verukita1

Top Mentioned in G10:
@bangtanscholars

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersecurityn8
@aepishere
@fabriciosx
@dataaugmented
@jeanettacsheehy
@codewithtwitchi
@thecuriousluke
@caring_mobile
@raulpacheco

Top Tweeters in G1:
@nvsdata
@xthebigdatabotx
@madamecurves
@mktdiginews
@oneinfinitezero
@jucadan
@seinecle
@flefgraph
@granchacrafree
@desemboltura

Top Tweeters in G2:
@s_palm
@snurb_dot_info
@kpfssport
@ineffyble
@drsaraheaton
@emollick
@wentale
@demonthestreets
@arasbozkurt
@eleurent

Top Tweeters in G3:
@armandovuelo
@labuyisenbici
@malenassm
@erfeva
@vitadominguez
@xanderlav
@uliforever
@edmac1980
@pina_gallardo
@jduronsoto

Top Tweeters in G4:
@nopiedra
@cnrs
@eddyrobinson
@totetmatt
@justinbathon
@gsucehd
@rea_research
@juliekallio
@kdd_lab
@rastadidi

Top Tweeters in G5:
@thepoe_t
@riunetupv
@secvalve_ebooks
@asfmavenrelease
@anisakusuma29
@tykayn
@namelessdanu
@browni3girl
@cypriotartleeds
@snurbbotinfo

Top Tweeters in G6:
@chidambara09
@cybersecurityn8
@caring_mobile
@fmfrancoise
@michaelbathurst
@mary_gambara
@this0499154500
@hashtagmarketi7
@moto_flixxx
@nodexl

Top Tweeters in G7:
@fabriciosx
@thecuriousluke
@pyscalellc
@e_nterdiscipl
@elizabot9
@openscitalk
@rstats4ds
@trab_bot
@_jakashi
@jagersbergknut

Top Tweeters in G8:
@codewithtwitchi
@digtalhumanatee
@friede
@dhgermany
@airtable
@willphillips
@aqsaqal

Top Tweeters in G9:
@jlarrosa
@franciscaortizr
@socnetanalysts
@mbojan
@melnetsna
@ansna_au

Top Tweeters in G10:
@aepishere
@jeanettacsheehy
@sb_ilna
@tak7720
@ot7forever_evr
@bangtanscholars


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.