gephi, Twitter, 4/8/2021 6:16:01 PM, 252335


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gephi_2021-04-07_17-25-09.xlsx
gephi_2021-04-07_17-25-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
gephi via NodeXL https://bit.ly/3s5TcBY
@gephi
@grubstreetjorno
@pyscalellc
@allhoff_joachim
@mazinger62____
@seinecle
@jacomyma
@lawrencerowland
@iotworlds
@ifeanyidiaye

Top hashtags:
#sivotaslosbotamos
#gephi
#twitterresearchproject
#socialnetworkanalysis
#sna

Description:
Description
The graph represents a network of 347 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 Thursday, 08 April 2021 at 00:25 UTC.

The requested start date was Tuesday, 06 April 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 13-day, 12-hour, 39-minute period from Tuesday, 23 March 2021 at 08:36 UTC to Monday, 05 April 2021 at 21:15 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 : 347
Unique Edges : 275
Edges With Duplicates : 554
Total Edges : 829
Number of Edge Types : 5
Tweet : 31
Mentions : 341
MentionsInRetweet : 216
Replies to : 99
Retweet : 142
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0844748858447489
Reciprocated Edge Ratio : 0.155789473684211
Connected Components : 39
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 599
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.282379
Graph Density : 0.00395628925055388
Modularity : 0.462059
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 347 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 Thursday, 08 April 2021 at 00:25 UTC.

The requested start date was Tuesday, 06 April 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 13-day, 12-hour, 39-minute period from Tuesday, 23 March 2021 at 08:36 UTC to Monday, 05 April 2021 at 21:15 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://gephi.org/
[3] https://medialab.github.io/table2net/
[3] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[2] https://twitter.com/kalydeoo/status/1377839078352257025
[2] https://drive.google.com/file/d/1EABA5YcyR61qL6sNUWJgpEOXl1h3GUDJ/view?usp=sharing
[2] https://twitter.com/felwert/status/1375074097391144962
[1] http://www.screencuisine.net/hlcomic/
[1] https://github.com/gephi/viz-engine
[1] https://therealslog.com/2021/04/03/easter-essay-conspiracy-theory-smear-contrick19-fear-a-continuing-audit/

Top URLs in Tweet in G2:
[1] https://therealslog.com/2021/04/03/easter-essay-conspiracy-theory-smear-contrick19-fear-a-continuing-audit/
[1] https://gephi.org/
[1] https://lucahammer.com/2020/02/26/how-to-install-gephi-0-9-2-on-ubuntu-18-04/
[1] https://notthegrubstreetjournal.com/2020/12/06/seeing-the-bretton-woods-for-the-disease-covidpurpose-conquestofdough/
[1] https://notthegrubstreetjournal.com/2020/12/02/now-you-see-me-the-carbon-currency-end-game-covidpurpose-distraction/
[1] https://odysee.com/@Tonefreqhz:8/-dIAQmM6ux20zQHD:6

Top URLs in Tweet in G3:
[2] https://twitter.com/felwert/status/1375074097391144962
[2] https://twitter.com/kalydeoo/status/1377839078352257025
[1] https://gephi.wordpress.com/
[1] https://bubcass.github.io/DH/dail/
[1] https://www.sciencedirect.com/science/article/pii/S2211335520300504
[1] https://blog.miz.space/tutorial/2020/01/05/gephi-tutorial-sigma-js-plugin-publishing-interactive-graph-online/
[1] https://communalytic.com/crowdtangle-visualizing-two-mode-semantic-network/
[1] https://github.com/humanitiesplusdesign/idiographic
[1] https://hdlab.stanford.edu/tools/
[1] https://direct.mit.edu/leon/article/49/5/447/46128

Top URLs in Tweet in G4:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G5:
[1] https://twitter.com/anthomsec/status/1376347507010191360

Top URLs in Tweet in G6:
[3] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[2] https://drive.google.com/file/d/1EABA5YcyR61qL6sNUWJgpEOXl1h3GUDJ/view?usp=sharing
[1] https://ieeexplore.ieee.org/document/6542455
[1] https://drive.google.com/file/d/1pyGkOGoxTln2ngnQXE2eOozi02LKWKuA/view?usp=sharing
[1] https://drive.google.com/file/d/1S33oXAEMRCcjkdAfmJ0AVY_INkNUf8GD/view?usp=sharing
[1] http://mihkal.indeedsir.com/pj_saez/
[1] https://twitter.com/becher_tanja/status/1375026258925469698
[1] https://www.eventbrite.co.uk/e/social-media-research-social-network-analysis-using-nodexl-april-tickets-142756176567?aff=erelexpmlt

Top URLs in Tweet in G7:
[1] http://www.screencuisine.net/hlcomic/
[1] https://github.com/gephi/viz-engine
[1] https://docs.graphext.com/steps/analyse/graph_and_map/layout/layout_network/

Top URLs in Tweet in G8:
[1] https://archlinux.org/packages/community/any/gephi/?utm_source=dlvr.it&utm_medium=twitter
[1] https://thedatasurfers.com/2019/08/27/how-to-use-gephi-to-create-network-visualizations-for-tableau/amp/
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] http://dlvr.it/RwSHdY
[1] https://redirect.viglink.com?u=http%3A%2F%2Fwww.routledge.com%2FNetwork-Governance-and-Energy-Transitions-in-European-Cities%2FNochta%2Fp%2Fbook%2F9780367465063&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[1] https://github.com/tnochta/Networks-energy-transitions-European-cities
[1] https://twitter.com/Pedro_Barciela/status/1377366407797637124

Top URLs in Tweet in G10:
[3] https://medialab.github.io/table2net/
[1] https://tools.digitalmethods.net/netvizz/youtube/

Top Domains
Top Domains in Tweet in Entire Graph:
[9] twitter.com
[8] wordpress.com
[5] github.io
[4] gephi.org
[4] google.com
[4] co.uk
[3] github.com
[2] notthegrubstreetjournal.com
[2] firstdraftnews.org
[1] screencuisine.net

Top Domains in Tweet in G2:
[2] notthegrubstreetjournal.com
[1] therealslog.com
[1] gephi.org
[1] lucahammer.com
[1] odysee.com

Top Domains in Tweet in G3:
[5] twitter.com
[1] wordpress.com
[1] github.io
[1] sciencedirect.com
[1] miz.space
[1] communalytic.com
[1] github.com
[1] stanford.edu
[1] mit.edu
[1] miriamposner.com

Top Domains in Tweet in G4:
[7] wordpress.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[4] co.uk
[4] google.com
[1] ieee.org
[1] indeedsir.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] screencuisine.net
[1] github.com
[1] graphext.com

Top Domains in Tweet in G8:
[1] archlinux.org
[1] thedatasurfers.com
[1] bitquery.io
[1] dlvr.it
[1] viglink.com
[1] github.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] github.io
[1] digitalmethods.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[68] sivotaslosbotamos
[27] gephi
[22] twitterresearchproject
[22] socialnetworkanalysis
[21] sna
[19] nodexl
[17] machinelearning
[14] datascience
[8] ai
[8] rstats



Top Hashtags in Tweet in G1:
[68] sivotaslosbotamos

Top Hashtags in Tweet in G2:
[4] iabato
[4] eyesonthemoney
[4] conquestofdough

Top Hashtags in Tweet in G3:
[4] sna
[2] ai
[2] gephi
[1] uccdh
[1] twitterresearchproject
[1] socialnetworkanalysis
[1] yestonocovid
[1] lockdownjetzt
[1] harterlockdownjetzt
[1] nocovid

Top Hashtags in Tweet in G4:
[21] twitterresearchproject
[21] socialnetworkanalysis
[19] gephi
[17] sna
[17] machinelearning
[14] datascience
[13] nodexl
[8] rstats
[7] openscience
[6] opendata

Top Hashtags in Tweet in G6:
[6] youtube
[6] wikipedia
[6] nodexl
[5] gephi
[5] phdchat
[3] marketingtwitter
[3] scicom
[1] networkanalysis

Top Hashtags in Tweet in G7:
[2] floss

Top Hashtags in Tweet in G8:
[1] blockchain
[1] crypto
[1] bitcoin
[1] analytics
[1] data
[1] api

Top Hashtags in Tweet in G10:
[4] blanquerdemission

Top Words
Top Words in Tweet in Entire Graph:
[201] gephi
[68] ruinas
[68] podemos
[68] hilo
[68] imagen
[68] corresponde
[68] cuentas
[68] crearon
[68] hashtag
[68] #sivotaslosbotamos

Top Words in Tweet in G1:
[68] ruinas
[68] podemos
[68] hilo
[68] imagen
[68] corresponde
[68] cuentas
[68] crearon
[68] hashtag
[68] #sivotaslosbotamos
[68] 26

Top Words in Tweet in G2:
[6] wiki_ballot
[6] telegraph
[6] mgw_04
[6] sirgrahambrady
[6] joeblob20
[6] financialeyes
[6] pathos14658352
[6] scientificecon
[6] jbhearn
[4] davidgolemxiv

Top Words in Tweet in G3:
[62] gephi
[24] felwert
[16] network
[10] zoe_leblanc
[10] johnrladd
[9] networks
[9] miriamkp
[8] quinnanya
[7] question
[7] work

Top Words in Tweet in G4:
[21] #twitterresearchproject
[21] #socialnetworkanalysis
[19] #gephi
[17] #sna
[17] #machinelearning
[14] allhoff_joachim
[14] #datascience
[13] #nodexl
[13] word
[13] cloud

Top Words in Tweet in G5:
[17] gephi
[14] visualizations
[12] anthomsec
[10] tool
[9] used
[9] intuitive
[7] free
[7] cool
[7] pretty
[4] vtxproject

Top Words in Tweet in G6:
[13] nodexl
[13] gephi
[10] data
[7] nodexlacademy
[6] learn
[6] analyse
[6] #youtube
[6] #wikipedia
[6] networks
[6] using

Top Words in Tweet in G7:
[20] gephi
[19] jacomyma
[8] elaragon
[8] medialab_scpo
[7] eduramiba
[6] fxgl
[5] agelesschronicl
[4] boogheta
[3] graph
[3] although

Top Words in Tweet in G8:
[10] gephi
[2] muito
[2] tool

Top Words in Tweet in G9:
[6] gephi
[5] pedro_barciela
[4] não
[3] em
[2] análise
[2] uma
[2] bem
[2] agrishoww
[2] eu
[2] tem

Top Words in Tweet in G10:
[14] gephi
[8] petit
[7] streaming
[6] comptes
[6] twitter
[5] madamecurves
[5] mars
[4] autre
[4] test
[4] autour

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] ruinas,podemos
[68] podemos,hilo
[68] hilo,imagen
[68] imagen,corresponde
[68] corresponde,cuentas
[68] cuentas,crearon
[68] crearon,hashtag
[68] hashtag,#sivotaslosbotamos
[68] #sivotaslosbotamos,26
[67] mazinger62____,ruinas

Top Word Pairs in Tweet in G1:
[68] ruinas,podemos
[68] podemos,hilo
[68] hilo,imagen
[68] imagen,corresponde
[68] corresponde,cuentas
[68] cuentas,crearon
[68] crearon,hashtag
[68] hashtag,#sivotaslosbotamos
[68] #sivotaslosbotamos,26
[67] mazinger62____,ruinas

Top Word Pairs in Tweet in G2:
[6] wiki_ballot,telegraph
[6] telegraph,mgw_04
[6] mgw_04,sirgrahambrady
[6] sirgrahambrady,joeblob20
[6] joeblob20,financialeyes
[6] financialeyes,pathos14658352
[6] pathos14658352,scientificecon
[6] scientificecon,jbhearn
[4] jbhearn,davidgolemxiv
[4] davidgolemxiv,timgoldfinch

Top Word Pairs in Tweet in G3:
[18] felwert,gephi
[7] gephi,miriamkp
[6] gephi,johnrladd
[5] network,analysis
[5] serious,question
[5] question,folks
[5] folks,found
[5] found,gephi
[5] gephi,dead
[5] dead,eventually

Top Word Pairs in Tweet in G4:
[21] #twitterresearchproject,#socialnetworkanalysis
[17] #socialnetworkanalysis,#sna
[14] allhoff_joachim,#twitterresearchproject
[13] word,cloud
[7] #datascience,#machinelearning
[7] #machinelearning,#openscience
[7] #openscience,#rstats
[7] #nodexl,#gephi
[7] network,graph
[7] barplot,word

Top Word Pairs in Tweet in G5:
[9] used,gephi
[7] gephi,visualizations
[7] visualizations,intuitive
[7] intuitive,tool
[7] tool,free
[7] free,cool
[7] cool,pretty
[7] pretty,visualizations
[6] anthomsec,used
[3] anthomsec,gephi

Top Word Pairs in Tweet in G6:
[6] learn,analyse
[6] analyse,#youtube
[6] #youtube,#wikipedia
[6] #wikipedia,networks
[6] networks,using
[6] using,nodexl
[6] nodexl,intermediate
[6] intermediate,training
[6] training,event
[5] #gephi,#phdchat

Top Word Pairs in Tweet in G7:
[5] jacomyma,gephi
[5] gephi,medialab_scpo
[4] boogheta,elaragon
[4] elaragon,agelesschronicl
[4] agelesschronicl,jacomyma
[3] medialab_scpo,although
[3] although,big
[3] big,users
[3] users,jacomyma
[3] jacomyma,played

Top Word Pairs in Tweet in G10:
[6] comptes,twitter
[5] gephi,streaming
[4] petit,gephi
[4] autre,petit
[4] petit,test
[4] test,autour
[4] autour,#blanquerdemission
[4] #blanquerdemission,gephi
[4] streaming,cette
[4] cette,fois

Top Replied-To
Top Replied-To in Entire Graph:
@felwert
@zoe_leblanc
@quinnanya
@wiki_ballot
@anthomsec
@elaragon
@almasbaim
@gephi
@nicolerprause
@eduramiba

Top Replied-To in G2:
@wiki_ballot

Top Replied-To in G3:
@felwert
@quinnanya
@zoe_leblanc
@gephi
@nicolerprause
@pvallejomedina
@schelbertgeorg
@miriamkp
@ryancordell
@cncoleman

Top Replied-To in G5:
@anthomsec
@jotunvillur
@aiiexpress

Top Replied-To in G6:
@felwert
@pj_saez
@nodexlacademy

Top Replied-To in G7:
@almasbaim
@elaragon
@eduramiba
@jacomyma
@boogheta
@agelesschronicl
@seinecle

Top Replied-To in G9:
@agrishoww
@pedro_barciela
@marcosabreu_a
@etebaquara
@osupernerd

Top Replied-To in G10:
@__osint__
@madamecurves

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@mazinger62____
@allhoff_joachim
@felwert
@jacomyma
@nodexl
@johnrladd
@anthomsec
@miriamkp
@casaredamlo

Top Mentioned in G1:
@mazinger62____
@socioviznet

Top Mentioned in G2:
@telegraph
@mgw_04
@sirgrahambrady
@joeblob20
@financialeyes
@pathos14658352
@scientificecon
@jbhearn
@davidgolemxiv
@timgoldfinch

Top Mentioned in G3:
@gephi
@felwert
@johnrladd
@miriamkp
@dasmiq
@bubcass
@humboldtdigital
@communalytic
@zoe_leblanc
@cesta_stanford

Top Mentioned in G4:
@allhoff_joachim
@ifeanyidiaye
@imjavedhassan

Top Mentioned in G5:
@gephi
@anthomsec
@vtxproject
@kumupowered
@jotunvillur
@tripkrant
@aiiexpress

Top Mentioned in G6:
@gephi
@nodexl
@nodexlacademy
@mihkal
@vivianfrancos
@michaelbathurst
@mspowerbi
@seinecle
@becher_tanja
@marc_smith

Top Mentioned in G7:
@gephi
@jacomyma
@medialab_scpo
@elaragon
@eduramiba
@agelesschronicl
@boogheta
@seinecle
@mathieubastian
@asenjodominguez

Top Mentioned in G9:
@pedro_barciela

Top Mentioned in G10:
@madamecurves
@enimar68
@__osint__

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@awkward_1110
@andrewmorrisuk
@dataaugmented
@trendsinai
@jimmyroybloom
@telegraph
@shiremoorpotter
@roserous_rosa
@ipythonistabot

Top Tweeters in G1:
@roserous_rosa
@orbitaeduardo
@vejinor
@iaia_anee
@elena77779999
@calope01799313
@montsevox
@fda2000
@nela44636322
@vbalear

Top Tweeters in G2:
@awkward_1110
@telegraph
@shiremoorpotter
@reptoid_hunter
@theipaper
@clarkemicah
@albion_rover
@21wire
@timgoldfinch
@theonion

Top Tweeters in G3:
@dataaugmented
@pyscalellc
@miriamkp
@adriankavanagh
@raginmode
@fubits
@oireachtasnews
@congosto
@ryancordell
@omizorm

Top Tweeters in G4:
@femtech_
@andrewmorrisuk
@trendsinai
@ipythonistabot
@djangobot_
@botfemale
@nvsdata
@aprogrammerbot
@iotworlds
@algocentric

Top Tweeters in G5:
@ch33r10
@anthomsec
@swithak
@tripkrant
@aiiexpress
@huntingneo
@jotunvillur
@errork0de
@invisig0th
@kumupowered

Top Tweeters in G6:
@jimmyroybloom
@michaelbathurst
@vivianfrancos
@albertoemachado
@was3210
@mspowerbi
@marc_smith
@mihkal
@nodexl
@pj_saez

Top Tweeters in G7:
@victorianoi
@seinecle
@totetmatt
@elaragon
@boogheta
@almasbaim
@mathieubastian
@agelesschronicl
@jacomyma
@asenjodominguez

Top Tweeters in G8:
@fwlaura
@cargabsj175
@sasmitoadibowo
@gandesgold
@sasankapk_sayz
@1sarim
@gregoryjoubert
@jetfemartins
@bitquery_io
@tnochta

Top Tweeters in G9:
@etebaquara
@agrishoww
@lucas_o93
@ricachos
@pedro_barciela
@queirozstein
@osupernerd
@marcosabreu_a
@kucumcah

Top Tweeters in G10:
@rdsweb
@corinnecadoret
@insoumis_chan
@z3rdacc
@olivierbitter
@madamecurves
@enimar68
@__osint__