gephi, Twitter, 8/17/2021 4:14:58 AM, 260355


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gephi_2021-08-16_17-52-00.xlsx
gephi_2021-08-16_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2021
Short Description:
gephi via NodeXL https://bit.ly/3g8Uvga
@gephi
@fortext_catma
@chidambara09
@petruknisme
@allhoff_joachim
@rossmcgill
@botlabhd
@bendobrown
@verukita1
@marcowenjones

Top hashtags:
#nodexl
#gephi
#mediaresearchinstitute
#twitterresearchproject
#datascience

Description:
Description
The graph represents a network of 221 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, 17 August 2021 at 00:52 UTC.

The requested start date was Tuesday, 17 August 2021 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, 4-hour, 33-minute period from Tuesday, 03 August 2021 at 08:17 UTC to Sunday, 15 August 2021 at 12:51 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 : 221
Unique Edges : 227
Edges With Duplicates : 567
Total Edges : 794
Number of Edge Types : 5
Retweet : 104
MentionsInRetweet : 287
Tweet : 23
Mentions : 313
Replies to : 67
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.133879781420765
Reciprocated Edge Ratio : 0.236144578313253
Connected Components : 40
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 120
Maximum Edges in a Connected Component : 683
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.221343
Graph Density : 0.00853558206499383
Modularity : 0.361123
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 221 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, 17 August 2021 at 00:52 UTC.

The requested start date was Tuesday, 17 August 2021 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, 4-hour, 33-minute period from Tuesday, 03 August 2021 at 08:17 UTC to Sunday, 15 August 2021 at 12:51 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:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259903
[7] https://gephi.org/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259459
[4] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[2] https://dzone.com/articles/analyzing-relationships-in-game-of-thrones-with-ne
[2] https://gephi.org/2013/rgexf-an-r-library-to-work-with-gexf-graph-files/
[2] https://github.com/seinecle/gephi-tutorials/commits/master
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://twitter.com/fundaciongabo/status/1425836089676234761

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259903
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259459
[2] https://dzone.com/articles/analyzing-relationships-in-game-of-thrones-with-ne
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://twitter.com/allhoff_joachim/status/1420689159614779395
[1] https://github.com/aancw/TMTG
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[1] https://drive.google.com/file/d/1rZV79E89BbIZiLM1Ck1mwNiWlOppJXa8/view?usp=sharing
[1] https://drive.google.com/file/d/1s6a5V_S7fXx_fNUOi4XQbLn1HZ_xx3Uh/view?usp=sharing

Top URLs in Tweet in G2:
[2] https://gephi.org/2013/rgexf-an-r-library-to-work-with-gexf-graph-files/
[1] https://thedatasurfers.com/2019/08/27/how-to-use-gephi-to-create-network-visualizations-for-tableau/
[1] https://www.convertcsv.com
[1] https://public.tableau.com/app/profile/dennis.kao/viz/SportsVizSundayAugust2021UFCAppendix/Dashboard2?publish=yes
[1] https://public.tableau.com/app/profile/dennis.kao/viz/SportsVizSundayAugust2021UFC/Dashboard1
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[1] http://www.martingrandjean.ch/introduction-to-network-visualization-gephi/
[1] https://gephi.org/
[1] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] https://www.youtube.com/watch?v=snPR8CwPld0&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259066
[2] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[1] https://www.youtube.com/watch?v=UOT84_6BoKs&feature=youtu.be

[1] https://scotpublichealth.com/

Top URLs in Tweet in G4:
[1] https://fortext.net/routinen/lehrmodule/netzwerkanalyse-mit-gephi-lehren
[1] https://twitter.com/digitalottomans/status/1423617127165083648

Top URLs in Tweet in G5:
[1] https://escoladedados.org/coda2020/workshop-gephi-relacoes-lexicais-e-noticia/

Top URLs in Tweet in G6:
[1] https://fr.wikipedia.org/wiki/Android
[1] https://www.info-res.org/post/revealed-coordinated-attempt-to-push-pro-china-anti-western-narratives-on-social-media

Top URLs in Tweet in G7:
[2] https://gephi.org/
[1] https://developer.twitter.com/en/docs/twitter-api/v1

Top URLs in Tweet in G8:
[1] https://twitter.com/fundaciongabo/status/1425836089676234761

Top URLs in Tweet in G10:
[1] https://twitter.com/cbkwgl/status/1422252542323355651
[1] https://twitter.com/aveeksen/status/1422113060651634688

Top Domains
Top Domains in Tweet in Entire Graph:
[30] nodexlgraphgallery.org
[9] gephi.org
[9] twitter.com
[7] youtube.com
[3] google.com
[3] github.com
[2] dzone.com
[2] tableau.com
[2] wordpress.com
[1] thedatasurfers.com

Top Domains in Tweet in G1:
[26] nodexlgraphgallery.org
[3] google.com
[2] dzone.com
[2] wordpress.com
[1] twitter.com
[1] github.com
[1] youtube.com

Top Domains in Tweet in G2:
[3] gephi.org
[2] tableau.com
[2] youtube.com
[1] thedatasurfers.com
[1] convertcsv.com
[1] martingrandjean.ch
[1] benjaminstrick.com

Top Domains in Tweet in G3:
[4] nodexlgraphgallery.org
[3] youtube.com
[1] scotpublichealth.com

Top Domains in Tweet in G4:
[1] fortext.net
[1] twitter.com

Top Domains in Tweet in G5:
[1] escoladedados.org

Top Domains in Tweet in G6:
[1] wikipedia.org
[1] info-res.org

Top Domains in Tweet in G7:
[2] gephi.org
[1] twitter.com

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] nodexl
[28] gephi
[21] mediaresearchinstitute
[21] twitterresearchproject
[17] datascience
[11] socialmedia
[7] dataviz
[6] decolonize
[6] decolonisation
[6] artificalintelligence



Top Hashtags in Tweet in G1:
[21] nodexl
[20] mediaresearchinstitute
[20] twitterresearchproject
[16] gephi
[13] datascience
[8] socialmedia
[6] decolonize
[6] decolonisation
[5] artificalintelligence
[4] dataviz

Top Hashtags in Tweet in G2:
[3] sportsvizsunday
[2] sna
[2] rstats
[2] gexf
[2] gephivisualization
[1] geospatial
[1] bukalapakipo

Top Hashtags in Tweet in G3:
[8] nodexl
[4] gephi
[3] socialmedia
[3] seohashtag
[3] datascience
[1] mediaresearchinstitute
[1] twitterresearchproject
[1] artificalintelligence
[1] wearamask
[1] sdgs

Top Hashtags in Tweet in G4:
[6] dijitalbeşeribilimler
[2] digitalhumanities
[2] arcgis
[2] gephi
[1] netzwerkanalyse
[1] dracor
[1] pyhton

Top Hashtags in Tweet in G5:
[6] codabr20
[2] 25s

Top Hashtags in Tweet in G6:
[3] gephi
[1] android
[1] microsoft
[1] apple
[1] twitter
[1] datascience
[1] redessociais
[1] china
[1] astroturfing
[1] stylegan

Top Words
Top Words in Tweet in Entire Graph:
[171] gephi
[64] nodexl
[53] network
[49] allhoff_joachim
[34] docassar
[32] graph
[30] mihkal
[30] chidambara09
[29] #nodexl
[28] #gephi

Top Words in Tweet in G1:
[59] gephi
[43] allhoff_joachim
[32] nodexl
[30] docassar
[28] network
[26] chidambara09
[26] petruknisme
[25] mihkal
[24] verukita1
[23] graph

Top Words in Tweet in G2:
[28] gephi
[7] networks
[6] data
[6] network
[6] accounts
[6] bendobrown
[5] tableaupublic
[5] viz
[5] identify
[5] same

Top Words in Tweet in G3:
[26] gephi
[23] nodexl
[18] was3210
[16] marc_smith
[15] smr_foundation
[14] socialelephants
[12] bernardamus
[8] nodexlacademy
[8] #nodexl
[7] tools

Top Words in Tweet in G4:
[15] wusstest
[15] eigentlich
[15] erstellte
[15] erprobte
[15] lehrmodule
[15] inkl
[15] tooltipps
[15] beispielfolien
[15] nachnutzen
[14] fortext_catma

Top Words in Tweet in G5:
[13] palavras
[7] grafos
[6] comum
[6] ver
[6] nuvens
[6] tema
[6] mas
[6] serve
[6] grafo
[6] #codabr20

Top Words in Tweet in G6:
[5] gephi
[3] network
[3] #gephi
[2] china
[2] studies
[2] article
[2] dados

Top Words in Tweet in G7:
[4] gephi
[2] dados
[2] usando
[2] gerar
[2] abocadelobo

Top Words in Tweet in G8:
[2] cuarta
[2] sesión
[2] taller
[2] vimos
[2] herramientas
[2] verificación
[2] varias
[2] timemap
[2] forensicarchi
[2] gephi

Top Words in Tweet in G9:
[7] gephi
[5] nodexl
[2] marcowenjones
[2] raymond_newell_
[2] thanks
[2] rossmcgill
[2] streaming
[2] importer

Top Words in Tweet in G10:
[4] way
[2] gephi
[2] looks
[2] guy
[2] learnt
[2] extract
[2] tweets
[2] bulk
[2] passing
[2] time

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] nodexl,gephi
[19] gephi,nodexl
[18] #mediaresearchinstitute,#twitterresearchproject
[17] gephi,chidambara09
[17] chidambara09,mihkal
[17] verukita1,petruknisme
[17] hashtagmarketi7,tutormentorteam
[16] mihkal,allhoff_joachim
[16] tutormentorteam,michaelbathurst
[16] michaelbathurst,nodexlacademy

Top Word Pairs in Tweet in G1:
[17] #mediaresearchinstitute,#twitterresearchproject
[17] gephi,chidambara09
[17] chidambara09,mihkal
[17] verukita1,petruknisme
[16] gephi,nodexl
[16] nodexl,gephi
[16] mihkal,allhoff_joachim
[15] petruknisme,docassar
[14] allhoff_joachim,verukita1
[13] use,gephi

Top Word Pairs in Tweet in G2:
[5] tableaupublic,gephi
[4] identifying,patterns
[4] patterns,gephi
[4] gephi,quite
[4] quite,simple
[4] simple,identify
[4] identify,accounts
[4] accounts,uploading
[4] uploading,same
[4] same,content

Top Word Pairs in Tweet in G3:
[17] nodexl,gephi
[12] marc_smith,was3210
[11] socialelephants,nodexl
[10] smr_foundation,socialelephants
[8] was3210,smr_foundation
[6] bernardamus,marc_smith
[5] social,media
[5] summer,school
[5] suhemparack,few
[5] few,marketing

Top Word Pairs in Tweet in G4:
[15] wusstest,eigentlich
[15] eigentlich,erstellte
[15] erstellte,erprobte
[15] erprobte,lehrmodule
[15] lehrmodule,inkl
[15] inkl,tooltipps
[15] tooltipps,beispielfolien
[15] beispielfolien,nachnutzen
[14] fortext_catma,wusstest
[4] siz,bu

Top Word Pairs in Tweet in G5:
[6] comum,ver
[6] ver,nuvens
[6] nuvens,palavras
[6] palavras,grafos
[6] grafos,tema
[6] tema,mas
[6] mas,serve
[6] serve,grafo
[6] palavras,#codabr20
[5] escoladedados,comum

Top Word Pairs in Tweet in G8:
[2] cuarta,sesión
[2] sesión,taller
[2] taller,vimos
[2] vimos,herramientas
[2] herramientas,verificación
[2] verificación,varias
[2] varias,timemap
[2] timemap,forensicarchi
[2] forensicarchi,gephi

Top Word Pairs in Tweet in G9:
[2] streaming,importer
[2] gephi,nodexl

Top Word Pairs in Tweet in G10:
[2] looks,guy
[2] guy,learnt
[2] learnt,way
[2] way,extract
[2] extract,tweets
[2] tweets,bulk
[2] bulk,passing
[2] passing,time
[2] time,anyways
[2] anyways,tell

Top Replied-To
Top Replied-To in Entire Graph:
@docassar
@sprucewells
@salhaj
@tfthacker
@gephi
@michaelbathurst
@professorkao
@manueltironi
@mihkal
@bernardamus

Top Replied-To in G1:
@docassar
@salhaj
@michaelbathurst
@gephi
@lenandlar

Top Replied-To in G2:
@professorkao
@thedatasurfers
@ryandsoares
@gephi

Top Replied-To in G3:
@sprucewells
@bernardamus
@mihkal
@was3210
@suhemparack
@allhoff_joachim
@nodexlacademy
@ophiryotam

Top Replied-To in G7:
@fernandovantini
@atomourbano
@tialcoforado
@leososamusica

Top Replied-To in G9:
@marcowenjones
@raymond_newell_
@pwh67
@abmask
@beneearl
@rossmcgill

Top Replied-To in G10:
@chillpillpandey

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@chidambara09
@mihkal
@docassar
@petruknisme
@verukita1
@nodexl
@marc_smith
@was3210

Top Mentioned in G1:
@allhoff_joachim
@gephi
@chidambara09
@petruknisme
@mihkal
@verukita1
@docassar
@libbyinphilly
@michaelbathurst
@salhaj

Top Mentioned in G2:
@gephi
@bendobrown
@tableaupublic
@thedatasurfers
@qgis
@osintcurious
@professorkao
@table
@mihkal
@lenandlar

Top Mentioned in G3:
@was3210
@marc_smith
@gephi
@smr_foundation
@nodexl
@socialelephants
@bernardamus
@nodexlacademy
@suhemparack
@hashtagmarketi7

Top Mentioned in G4:
@fortext_catma
@digitalottomans
@marmarabb
@gephi
@busranurbekman

Top Mentioned in G5:
@escoladedados
@fabiomalini
@jeanmaicon
@pablodesoto
@para

Top Mentioned in G7:
@abocadelobo
@pedro_barciela

Top Mentioned in G8:
@forensicarchi
@ihuertaz
@tw
@twitterapi
@mtronderos

Top Mentioned in G9:
@raymond_newell_
@nodexl
@gephi
@rossmcgill
@marcowenjones

Top Mentioned in G10:
@agentsaffron
@saffronsniper07
@cbkwgl

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@alizardx
@dataaugmented
@fabriciosx
@godfrey_g_
@humanre41270855
@thecuriousluke
@notrealdemocrat
@jamesvgingerich

Top Tweeters in G1:
@chidambara09
@fabriciosx
@godfrey_g_
@humanre41270855
@thecuriousluke
@jamesvgingerich
@opensource_orgs
@salhaj
@michaelbathurst
@jly1960

Top Tweeters in G2:
@mr_jj_cakes
@_teedot_
@blk_dolphin
@xsyntryk1
@grandjeanmartin
@arifai777
@charanns
@bendobrown
@tableaupublic
@ryanmhorne

Top Tweeters in G3:
@bernardamus
@iservia
@adrianafreitas
@gmacscotland
@lenandlar
@was3210
@marc_smith
@nsmnss
@nodexl
@ophiryotam

Top Tweeters in G4:
@fdmhildesheim
@digtalhumanatee
@stabihh
@botlabhd
@fidromanistik
@historiavocis
@cliovis
@rappandrea
@webisblog
@marmarabb

Top Tweeters in G5:
@notrealdemocrat
@pietrape
@shuri_any
@fabiomalini
@jeanmaicon
@pablodesoto
@nandobcosta
@herval_timbeta
@escoladedados
@para

Top Tweeters in G6:
@tanialu
@a
@jessicalig
@pedroisandretta
@opena
@gsmancini
@oddlystar12
@cuhkctt
@thomas0388

Top Tweeters in G7:
@atomourbano
@leososamusica
@pedro_barciela
@abocadelobo
@nullable_id
@fernandovantini
@tialcoforado

Top Tweeters in G8:
@samy_xiuh
@tw
@ihuertaz
@twitterapi
@forensicarchi
@mtronderos

Top Tweeters in G9:
@marcowenjones
@rossmcgill
@abmask
@beneearl
@pwh67
@raymond_newell_

Top Tweeters in G10:
@kingpraveena
@cbkwgl
@agentsaffron
@saffronsniper07
@chillpillpandey


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