gephi, Twitter, 4/19/2022 5:32:59 AM, 275052


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gephi_2022-04-18_18-24-32.xlsx
gephi_2022-04-18_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2022
Short Description:
gephi via NodeXL https://bit.ly/3JS4Yc3
@gephi
@chidambara09
@mihkal
@nassimretiere
@allhoff_joachim
@jacomyma
@botsecx
@this0499154500
@g_sylvestre
@lorandbodo

Top hashtags:
#gephi
#twitterresearchproject
#mediaresearchinstitute
#nodexl
#dataviz
#bigdata

Description:
Description
The graph represents a network of 560 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, 19 April 2022 at 01:25 UTC.

The requested start date was Tuesday, 19 April 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 11-day, 20-hour, 1-minute period from Tuesday, 05 April 2022 at 00:51 UTC to Saturday, 16 April 2022 at 20:52 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 : 560
Unique Edges : 427
Edges With Duplicates : 1559
Total Edges : 1986
Number of Edge Types : 5
Replies to : 136
Tweet : 118
MentionsInRetweet : 744
Mentions : 664
Retweet : 324
Self-Loops : 134
Reciprocated Vertex Pair Ratio : 0.0770252324037185
Reciprocated Edge Ratio : 0.143033292231813
Connected Components : 104
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 378
Maximum Edges in a Connected Component : 1783
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.925095
Graph Density : 0.00259072323025811
Modularity : 0.331339
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 560 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, 19 April 2022 at 01:25 UTC.

The requested start date was Tuesday, 19 April 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 11-day, 20-hour, 1-minute period from Tuesday, 05 April 2022 at 00:51 UTC to Saturday, 16 April 2022 at 20:52 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:
[161] https://gephi.org/
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274725
[19] https://news.ycombinator.com/item?id=30915870
[16] https://twitter.com/Gephi/status/1513235861994942470
[12] https://gephi.wordpress.com/2022/04/10/gephi-0-9-3/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274318
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://twitter.com/Gephi/status/1513236294612271108
[3] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fevents%2F475450925835219%2F&refsrc=deprecated&_rdr
[3] https://www.youtube.com/watch?v=bAX1juNBIVQ&t=266s


Top URLs in Tweet in G1:
[122] https://gephi.org/
[8] https://gephi.wordpress.com/2022/04/10/gephi-0-9-3/
[3] https://news.ycombinator.com/item?id=30915870
[1] https://github.com/gephi/gephi/discussions/2440
[1] http://gexf.net/history.html
[1] https://github.com/gephi/gephi/releases/tag/v0.9.3
[1] https://github.com/gephi/gephi-plugins/discussions/245
[1] https://twitter.com/Gephi/status/1513235861994942470
[1] https://twitter.com/Gephi/status/1513236294612271108
[1] https://twitter.com/gephi/status/1513235861994942470

Top URLs in Tweet in G2:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274725
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274318
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://twitter.com/i/moment_maker/preview/1302579984519892995
[1] https://www.youtube.com/watch?v=d_s1jBgB_bM&feature=youtu.be

[1] https://www.youtube.com/watch?v=QNJL6nfu__Q&feature=youtu.be

[1] https://www.youtube.com/watch?v=d35npekNhWo&feature=youtu.be

[1] https://www.youtube.com/watch?v=g1rZAdhXTDI&feature=youtu.be

[1] https://www.youtube.com/watch?v=eajOvETJW4A&feature=youtu.be

[1] https://www.youtube.com/watch?v=SbWAr9W1ths&feature=youtu.be


Top URLs in Tweet in G3:
[12] https://twitter.com/Gephi/status/1513235861994942470
[11] https://news.ycombinator.com/item?id=30915870
[10] https://gephi.org/
[2] https://twitter.com/Gephi/status/1513236294612271108
[2] https://gephi.wordpress.com/2022/04/10/gephi-0-9-3/
[1] https://gephi.org/?utm_source=dlvr.it&utm_medium=twitter
[1] http://symmetricaldatasecurity.blogspot.com/2022/04/gephi-open-graph-viz-platform.html
[1] https://news.ycombinator.com/item?id=30915870#hackernews
[1] https://de.granma.cu/cuba/2022-04-06/wie-wurde-die-subersive-operation-mit-dem-hastag-soscuba-zerschlagen
[1] https://www.freelancer.com/u/codingzap07

Top URLs in Tweet in G4:
[13] https://gephi.org/
[2] https://nocodefunctions.com/blog/gexf-vosviewer/
[2] https://gephi.wordpress.com/2022/04/10/gephi-0-9-3/
[1] https://oss.sonatype.org/service/local/artifact/maven/content?r=snapshots&g=org.gephi&a=gephi&v=0.9.4-SNAPSHOT&c=macos-x64&p=dmg
[1] https://github.com/gephi/gephi/issues/1714
[1] https://blog.openj9.org/2020/04/30/default-java-maximum-heap-size-is-changed-for-java-8/
[1] https://github.com/gephi/gephi/issues/2467
[1] https://news.ycombinator.com/item?id=30915870
[1] https://github.com/seinecle/gexf-vosviewer-converter
[1] https://jacomyma.github.io/gephisto/

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs

[1] https://docs.visibrain.com/docs/quels-algorithmes-pour-quels-objectifs-de-repr%C3%A9sentation

Top URLs in Tweet in G8:
[2] https://gephi.org/
[1] https://twitter.com/Polk_Azov/status/1513596048983441408

Top URLs in Tweet in G9:
[3] https://gephi.org/
[2] https://arxiv.org/abs/1810.08473
[1] https://www.snapod.net/post/%D7%A0%D7%99%D7%AA%D7%95%D7%97-%D7%94%D7%A9%D7%95%D7%95%D7%90%D7%AA%D7%99-%D7%A9%D7%9C-%D7%A8%D7%A9%D7%AA-%D7%94%D7%98%D7%95%D7%95%D7%99%D7%98%D7%A8-%D7%91%D7%96%D7%9E%D7%9F-%D7%94%D7%A4%D7%99%D7%92%D7%95%D7%A2-%D7%91%D7%93%D7%99%D7%96%D7%99%D7%A0%D7%92%D7%95%D7%A3-%D7%90%D7%A4%D7%A8%D7%99%D7%9C-2022
[1] https://github.com/vtraag/gephi-leiden-plugin

Top Domains
Top Domains in Tweet in Entire Graph:
[162] gephi.org
[37] twitter.com
[28] nodexlgraphgallery.org
[20] wordpress.com
[20] ycombinator.com
[14] youtube.com
[14] github.com
[3] nocodefunctions.com
[3] facebook.com
[2] arxiv.org

Top Domains in Tweet in G1:
[122] gephi.org
[8] wordpress.com
[4] twitter.com
[3] github.com
[3] ycombinator.com
[1] gexf.net

Top Domains in Tweet in G2:
[28] nodexlgraphgallery.org
[7] wordpress.com
[6] youtube.com
[3] twitter.com

Top Domains in Tweet in G3:
[20] twitter.com
[12] ycombinator.com
[11] gephi.org
[3] wordpress.com
[2] freelancer.com
[1] blogspot.com
[1] granma.cu
[1] hatinco.com
[1] osintfr.com
[1] geekyhumans.com

Top Domains in Tweet in G4:
[13] gephi.org
[3] github.com
[2] nocodefunctions.com
[2] twitter.com
[2] wordpress.com
[1] sonatype.org
[1] openj9.org
[1] ycombinator.com
[1] github.io
[1] twitch.tv

Top Domains in Tweet in G5:
[1] youtube.com
[1] visibrain.com

Top Domains in Tweet in G8:
[2] gephi.org
[1] twitter.com

Top Domains in Tweet in G9:
[3] gephi.org
[2] arxiv.org
[1] snapod.net
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] gephi
[30] twitterresearchproject
[29] mediaresearchinstitute
[28] nodexl
[19] dataviz
[19] bigdata
[15] socialmedia
[15] ai
[12] machinelearning
[12] rstats



Top Hashtags in Tweet in G1:
[1] dataviz
[1] osint
[1] gephi
[1] nodexl
[1] socialnetworkanalysis

Top Hashtags in Tweet in G2:
[37] gephi
[28] twitterresearchproject
[28] mediaresearchinstitute
[25] nodexl
[17] bigdata
[14] socialmedia
[14] ai
[12] machinelearning
[10] salesforce
[9] dataviz

Top Hashtags in Tweet in G3:
[6] gephi
[1] hackernews
[1] news
[1] technology
[1] technologynews
[1] infosec
[1] cybersecurity
[1] hacking
[1] cuba
[1] hatinc

Top Hashtags in Tweet in G4:
[2] gephi
[1] bibliometrics
[1] sna
[1] dataviz
[1] socnet
[1] osint

Top Hashtags in Tweet in G5:
[1] infowar
[1] finland

Top Hashtags in Tweet in G6:
[1] cucina
[1] selenium
[1] nodexl
[1] gephi

Top Hashtags in Tweet in G8:
[1] tontadelbote
[1] zelenskisionazi

Top Hashtags in Tweet in G9:
[1] podcast
[1] networkanalysis
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[687] gephi
[143] released
[142] download
[140] seen
[140] blog
[79] this0499154500
[76] nodexl
[74] chidambara09
[72] periodistascuba
[69] mihkal

Top Words in Tweet in G1:
[313] gephi
[119] seen
[119] released
[119] download
[119] blog
[17] version
[15] inference
[14] community
[14] algorithm
[14] statistical

Top Words in Tweet in G2:
[108] gephi
[78] this0499154500
[73] chidambara09
[71] periodistascuba
[62] nodexl
[56] docassar
[55] mihkal
[43] allhoff_joachim
[37] #gephi
[32] nassimretiere

Top Words in Tweet in G3:
[45] gephi
[22] open
[20] graph
[20] viz
[20] platform
[6] analysis
[6] #gephi
[4] more
[4] graphs
[4] data

Top Words in Tweet in G4:
[87] gephi
[26] jacomyma
[13] download
[12] seen
[12] released
[12] blog
[11] weights
[10] added
[10] small
[10] improvement

Top Words in Tweet in G5:
[26] one
[26] fetch
[26] data
[14] nodexl
[14] mihkal
[13] tool
[13] twitterapi
[13] discussions
[13] following
[12] gephi

Top Words in Tweet in G6:
[2] trovaricetta
[2] cibonelpiatto

Top Words in Tweet in G7:
[2] nft_natura
[2] opensea
[2] gephi
[2] rstudio
[2] lofi_dreamz
[2] musicwildemann
[2] artvisionnft
[2] parttimenft
[2] toshiharu_nft
[2] nima_mobin

Top Words in Tweet in G8:
[9] gephi
[5] congosto
[3] skandaleras
[2] grafos
[2] hacer
[2] seen
[2] released
[2] download
[2] blog
[2] barripdmx

Top Words in Tweet in G9:
[12] gephi
[5] algorithm
[4] eduramiba
[4] ludowaltman
[3] vtraag
[3] neesjanvaneck
[3] leiden
[3] plugin
[3] stop
[3] analyzing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[140] seen,released
[140] released,gephi
[140] gephi,download
[140] download,blog
[139] gephi,seen
[69] periodistascuba,gephi
[39] gephi,chidambara09
[37] chidambara09,this0499154500
[35] this0499154500,docassar
[31] docassar,nassimretiere

Top Word Pairs in Tweet in G1:
[119] seen,released
[119] released,gephi
[119] gephi,download
[119] download,blog
[118] gephi,seen
[14] statistical,inference
[13] community,detection
[13] detection,algorithm
[10] algorithm,statistical
[9] inference,implemented

Top Word Pairs in Tweet in G2:
[68] periodistascuba,gephi
[38] gephi,chidambara09
[36] chidambara09,this0499154500
[34] this0499154500,docassar
[30] docassar,nassimretiere
[28] gephi,nodexl
[28] nodexl,periodistascuba
[25] mihkal,allhoff_joachim
[25] allhoff_joachim,jacomyma
[25] jacomyma,xaelbot

Top Word Pairs in Tweet in G3:
[21] gephi,open
[20] open,graph
[20] graph,viz
[20] viz,platform
[2] photoshop,graphs
[2] top,story
[2] gephi,leading
[2] leading,visualization
[2] visualization,exploration
[2] exploration,software

Top Word Pairs in Tweet in G4:
[12] gephi,seen
[12] seen,released
[12] released,gephi
[12] gephi,download
[12] download,blog
[10] added,small
[10] small,improvement
[10] improvement,force
[10] force,atlas
[10] atlas,gephi

Top Word Pairs in Tweet in G5:
[26] one,fetch
[26] fetch,data
[13] nodexl,tool
[13] tool,one
[13] data,twitterapi
[13] twitterapi,discussions
[13] discussions,one
[13] data,following
[12] mihkal,nodexl
[4] aprilsparkles1,nigroeneveld

Top Word Pairs in Tweet in G7:
[2] nft_natura,opensea
[2] opensea,gephi
[2] gephi,rstudio
[2] rstudio,lofi_dreamz
[2] lofi_dreamz,musicwildemann
[2] musicwildemann,artvisionnft
[2] artvisionnft,parttimenft
[2] parttimenft,toshiharu_nft
[2] toshiharu_nft,nima_mobin
[2] nima_mobin,ðÿœÿ

Top Word Pairs in Tweet in G8:
[3] skandaleras,gephi
[2] gephi,seen
[2] seen,released
[2] released,gephi
[2] gephi,download
[2] download,blog
[2] congosto,skandaleras
[2] barripdmx,julianmaciast

Top Word Pairs in Tweet in G9:
[3] ludowaltman,neesjanvaneck
[3] stop,analyzing
[3] analyzing,networks
[3] networks,gephi's
[3] gephi's,version
[3] version,statistical
[3] statistical,inference
[3] inference,algorithm
[3] algorithm,community
[3] gephi,seen

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@this0499154500
@shoutmgb
@jacomyma
@americanhacker
@snurb_dot_info
@mysocalledninja
@iosonosempreio
@rmdes_
@mihkal

Top Replied-To in G1:
@gephi
@americanhacker
@mysocalledninja
@tiagopeixoto
@linwoodshorse
@thegoogleguy
@unimaru
@artusamak
@simongeorges

Top Replied-To in G2:
@this0499154500
@shoutmgb
@chidambara09
@salhaj
@docassar
@mihkal
@lyakovet
@globaliqx
@enilev

Top Replied-To in G4:
@jacomyma
@snurb_dot_info
@iosonosempreio
@gephi
@flefgraph
@aauforskeren
@tioemme
@dariorodighiero
@datagamer_
@nicolasbchb

Top Replied-To in G5:
@deepgreendesign
@mihkal
@shoutmgb
@flefgraph
@nodexl
@steven_dfs
@guilhbc
@nawa_fr

Top Replied-To in G7:
@nft_natura

Top Replied-To in G8:
@dieghiny
@skandaleras
@cleosagas1
@congosto

Top Replied-To in G9:
@vtraag
@netfrixp

Top Replied-To in G10:
@nelsonmrosario

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@periodistascuba
@chidambara09
@mihkal
@this0499154500
@docassar
@jacomyma
@allhoff_joachim
@nodexl
@nassimretiere

Top Mentioned in G1:
@gephi
@tiagopeixoto
@mysocalledninja
@hackernewstop10
@americanhacker
@ecozzo
@jacomyma
@netfrixp
@linwoodshorse
@busabx

Top Mentioned in G2:
@periodistascuba
@chidambara09
@gephi
@this0499154500
@mihkal
@docassar
@allhoff_joachim
@nassimretiere
@marcowenjones
@nodexl

Top Mentioned in G4:
@gephi
@jacomyma
@mathieubastian
@flefgraph
@dariorodighiero
@aauforskeren
@seinecle
@timothyjgraham
@nicolasbchb
@achillecorrege

Top Mentioned in G5:
@nodexl
@twitterapi
@mihkal
@gephi
@peuravion
@aprilsparkles1
@nigroeneveld
@brechtcastel
@covertshores
@osint_tactical

Top Mentioned in G6:
@italygourmet
@trovaricetta
@mangiocongusto
@cibonelpiatto
@quotidianpost
@melizieincucina
@luke_alenko
@cucinavianello
@oriettasrecipes
@dafiumicino

Top Mentioned in G7:
@opensea
@gephi
@rstudio
@lofi_dreamz
@musicwildemann
@artvisionnft
@parttimenft
@toshiharu_nft
@nima_mobin
@axan167168382

Top Mentioned in G8:
@gephi
@congosto
@skandaleras
@barripdmx
@julianmaciast
@trussliz
@fj_calero

Top Mentioned in G9:
@gephi
@eduramiba
@ludowaltman
@neesjanvaneck
@jacomyma
@netfrixp
@tiagopeixoto
@vtraag

Top Mentioned in G10:
@quantecon
@craigaatkinson
@john_stachurski
@julialanguage
@oliverbeige

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@cleosagas1
@collegemenfess
@fluttbot
@hubofml
@jimmyroybloom
@botsecx
@opensource_orgs

Top Tweeters in G1:
@jeffsonstein
@kzhr
@taucetinet
@philosophylinks
@ctechtvbfy
@damienpetermann
@busabx
@aniol
@dartdog
@fabienr34

Top Tweeters in G2:
@chidambara09
@xaelbot
@codedailybot
@fluttbot
@hubofml
@education_24x7
@nicochan33
@goaidev
@botfemale
@mjoehlerich

Top Tweeters in G3:
@collegemenfess
@jimmyroybloom
@angsuman
@winsontang
@bartezzini
@1129_ali
@prajnamu
@matsuu_zatsu
@icymihn
@ciudadano_zer0

Top Tweeters in G4:
@s_palm
@snurb_dot_info
@followlori
@redtheone
@lustublog
@jethro_the_cat
@nico_vanderb
@tableau
@luiy
@kuzeko

Top Tweeters in G5:
@deepgreendesign
@phakanm
@nigroeneveld
@aprilsparkles1
@kangasmj
@covertshores
@amyruckes
@mihkal
@mspowerbi
@grammardomin8rx

Top Tweeters in G6:
@italygourmet
@trovaricetta
@luke_alenko
@oriettasrecipes
@quotidianpost
@dafiumicino
@melizieincucina
@fromalias
@cucinavianello
@cibonelpiatto

Top Tweeters in G7:
@axan167168382
@lofi_dreamz
@artvisionnft
@musicwildemann
@nima_mobin
@opensea
@rstudio
@animelo_fi_ema
@parttimenft
@toshiharu_nft

Top Tweeters in G8:
@cleosagas1
@barripdmx
@congosto
@tenshinoyariman
@julianmaciast
@trussliz
@fj_calero
@skandaleras
@albertspain
@dieghiny

Top Tweeters in G9:
@doc_soc
@vtraag
@ludowaltman
@giuliorossetti
@neilalperstein
@neesjanvaneck
@eduramiba
@netfrixp

Top Tweeters in G10:
@doriantaylor
@nelsonmrosario
@oliverbeige
@craigaatkinson
@julialanguage
@quantecon
@john_stachurski