gephi, Twitter, 7/21/2020 5:29:15 PM, 230907


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gephi_2020-07-20_18-28-51.xlsx
gephi_2020-07-20_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 21, 2020
Short Description:
gephi via NodeXL https://bit.ly/2OLRcxq
@julianmaciast
@gephi
@docassar
@allhoff_joachim
@jacomyma
@pulsetuit
@ifeanyidiaye
@congosto
@shirazhaderach
@datasciencebot_

Top hashtags:
#argentinaapoyaabolsonaro
#gephi
#acmht20
#voc
#twitterresearchproject
#nodexl

Description:
Description
The graph represents a network of 257 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, 21 July 2020 at 01:29 UTC.

The requested start date was Tuesday, 21 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 9-minute period from Tuesday, 07 July 2020 at 04:52 UTC to Monday, 20 July 2020 at 19:01 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 : 257
Unique Edges : 216
Edges With Duplicates : 324
Total Edges : 540
Number of Edge Types : 5
Replies to : 59
Retweet : 110
MentionsInRetweet : 203
Tweet : 37
Mentions : 131
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0470219435736677
Reciprocated Edge Ratio : 0.0898203592814371
Connected Components : 46
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 399
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.15549
Graph Density : 0.00507660505836576
Modularity : 0.510753
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 257 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, 21 July 2020 at 01:29 UTC.

The requested start date was Tuesday, 21 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 9-minute period from Tuesday, 07 July 2020 at 04:52 UTC to Monday, 20 July 2020 at 19:01 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:
[6] https://www.shoantel.com/proj/acm-ht/2019/index.html#The%20Flag%20Taxonomy%20of%20Open%20Hypermedia%20Systems
[5] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230308
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2281-1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230604
[2] https://elpais.com/tecnologia/2020-05-20/yo-fui-un-bot-las-confesiones-de-un-agente-dedicado-al-engano-en-twitter.html
[2] https://twitter.com/jellevanlottum/status/1283128296717332481/
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://dam.io/gephi-web-viewer-prototype/index.html
[1] https://www.youtube.com/playlist?list=PLQJhL9BD4W1QMaclCM99ijt2RVAEBIg9y


Top URLs in Tweet in G1:
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385

Top URLs in Tweet in G3:
[2] https://twitter.com/jellevanlottum/status/1283128296717332481/
[1] https://dam.io/gephi-web-viewer-prototype/index.html
[1] https://twitter.com/jellevanlottum/status/1283026299578195969
[1] https://hvnf.nl/
[1] http://www.mpaginae.nl/#naamlijsten
[1] https://www.researchgate.net/figure/Gephi-network-visualisation-of-the-TBI-community_fig4_321688156
[1] https://github.com/twintproject/twint

Top URLs in Tweet in G4:
[5] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230308
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2281-1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230604
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://www.youtube.com/watch?v=YM_37z_uURM&feature=youtu.be

[1] https://www.youtube.com/watch?v=0LqY8OfSsKE&feature=youtu.be

[1] https://www.youtube.com/playlist?list=PLQJhL9BD4W1QMaclCM99ijt2RVAEBIg9y

[1] https://reticular.hypotheses.org/1780

Top URLs in Tweet in G5:
[1] https://towardsdatascience.com/a-quick-tutorial-on-gephi-layouts-daa87fec5a20?source=rss----7f60cf5620c9---4&utm_source=twitter&utm_medium=social&utm_campaign=dlvr_it
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fa-quick-tutorial-on-gephi-layouts-daa87fec5a20%3Fsource%3Drss-------8-----------------machine_learning
[1] https://twitter.com/sharlagelfand/status/1282783913002373121
[1] https://gephi.org/

Top URLs in Tweet in G8:
[2] https://elpais.com/tecnologia/2020-05-20/yo-fui-un-bot-las-confesiones-de-un-agente-dedicado-al-engano-en-twitter.html

Top URLs in Tweet in G9:
[6] https://www.shoantel.com/proj/acm-ht/2019/index.html#The%20Flag%20Taxonomy%20of%20Open%20Hypermedia%20Systems

Top URLs in Tweet in G10:
[1] https://sygefor.reseau-urfist.fr/#/program/toulouse
[1] https://www.cairn.info/revue-herodote-2020-2-page-77.htm?contenu=article

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] argentinaapoyaabolsonaro
[8] gephi
[6] acmht20
[5] voc
[5] twitterresearchproject
[4] nodexl
[4] rassismus
[4] user
[4] hashtag
[4] graphen



Top Hashtags in Tweet in G1:
[62] argentinaapoyaabolsonaro
[1] argentinasupportstrump
[1] argentinasupportstru

Top Hashtags in Tweet in G3:
[5] voc
[1] amsterdam
[1] delft
[1] hoorn
[1] enkhuizen
[1] rotterdam
[1] middelburg
[1] twitterstorians
[1] digitalhumanities

Top Hashtags in Tweet in G4:
[5] twitterresearchproject
[5] gephi
[4] nodexl
[4] rassismus
[4] user
[4] hashtag
[4] graphen
[3] dataviz
[3] datascience
[2] trp

Top Hashtags in Tweet in G5:
[2] gephi
[2] smbtelkom
[2] telkomuniveristy
[2] telutizen
[1] fruchtermanreingold
[1] forceatlas
[1] yifanhu
[1] roamcult
[1] neo4j

Top Hashtags in Tweet in G6:
[2] sdgs
[1] socialmediaresearch

Top Hashtags in Tweet in G9:
[6] acmht20
[1] tinferbox
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[195] gephi
[65] julianmaciast
[65] tengo
[64] #argentinaapoyaabolsonaro
[63] tt1
[63] argentina
[63] pulsetuit
[63] listo
[63] analizarlo
[63] pinta

Top Words in Tweet in G1:
[64] gephi
[62] #argentinaapoyaabolsonaro
[62] tt1
[62] argentina
[62] tengo
[62] pulsetuit
[62] listo
[62] analizarlo
[62] pinta
[62] julianmaciast

Top Words in Tweet in G2:
[9] gephi
[5] mais
[5] ce
[5] twarc
[4] fait
[4] j'ai
[3] là
[3] comme
[3] ça
[2] non

Top Words in Tweet in G3:
[31] gephi
[19] using
[14] network
[11] visualisation
[10] jellevanlottum
[9] graph
[8] tristo_talk
[6] sigma
[6] lissbee_cpsp
[5] amazing

Top Words in Tweet in G4:
[27] gephi
[12] jacomyma
[10] docassar
[7] shirazhaderach
[7] allhoff_joachim
[6] three
[6] short
[6] videos
[6] nodexl
[6] barripdmx

Top Words in Tweet in G5:
[19] ãƒ
[13] gephi
[6] data
[4] ªã
[4] program
[4] aplikasi
[4] digunakan
[4] orange
[4] rstudio
[4] weka

Top Words in Tweet in G6:
[2] #sdgs
[2] conversation
[2] twitter
[2] communities
[2] color
[2] coded
[2] reflect
[2] homophily
[2] influential
[2] nodes

Top Words in Tweet in G7:
[2] alteryx

Top Words in Tweet in G8:
[2] cómo
[2] bots
[2] trolls
[2] alfa
[2] beta
[2] analistas
[2] datos
[2] gephi
[2] checate
[2] artículo

Top Words in Tweet in G9:
[7] acm
[6] #acmht20
[6] mapping
[6] 30
[6] years
[6] hypertext
[6] conference
[6] 87
[6] 19
[6] plus

Top Words in Tweet in G10:
[5] gephi
[3] notre
[3] programme
[3] prêt
[3] rentrée
[3] dès
[3] 03
[3] septembre
[3] pao
[3] zotero

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] #argentinaapoyaabolsonaro,tt1
[63] tt1,argentina
[63] argentina,tengo
[63] tengo,pulsetuit
[63] pulsetuit,gephi
[63] gephi,listo
[63] listo,analizarlo
[63] analizarlo,pinta
[62] julianmaciast,#argentinaapoyaabolsonaro
[57] pinta,queâ

Top Word Pairs in Tweet in G1:
[62] #argentinaapoyaabolsonaro,tt1
[62] tt1,argentina
[62] argentina,tengo
[62] tengo,pulsetuit
[62] pulsetuit,gephi
[62] gephi,listo
[62] listo,analizarlo
[62] analizarlo,pinta
[61] julianmaciast,#argentinaapoyaabolsonaro
[56] pinta,queâ

Top Word Pairs in Tweet in G2:
[3] twarc,gephi
[2] comme,ça
[2] gephi,twarc
[2] benoitsete,a_1_0_2
[2] a_1_0_2,etiennelantier2
[2] etiennelantier2,karl_peter_abel
[2] karl_peter_abel,humb_ang
[2] humb_ang,chlamydia0
[2] chlamydia0,na67882206
[2] na67882206,cnil

Top Word Pairs in Tweet in G3:
[8] network,graph
[8] using,gephi
[5] more,easy
[5] easy,'reading'
[5] 'reading',here's
[5] here's,same
[5] same,network
[5] graph,#voc's
[5] #voc's,hinterland
[5] hinterland,18th

Top Word Pairs in Tweet in G4:
[6] three,short
[6] short,videos
[6] videos,gephi
[6] gephi,nodexl
[5] published,three
[5] gephi,beginners
[5] beginners,install
[5] install,first
[5] first,contact
[4] jacomyma,published

Top Word Pairs in Tweet in G5:
[13] ãƒ,ãƒ
[4] program,aplikasi
[4] gephi,orange
[4] orange,rstudio
[4] rstudio,weka
[3] ªã,ãƒ
[3] aplikasi,yang
[3] yang,digunakan
[3] digunakan,gephi
[3] weka,xampp

Top Word Pairs in Tweet in G6:
[2] #sdgs,conversation
[2] conversation,twitter
[2] twitter,communities
[2] communities,color
[2] color,coded
[2] coded,reflect
[2] reflect,homophily
[2] homophily,influential
[2] influential,nodes

Top Word Pairs in Tweet in G8:
[2] bots,trolls
[2] alfa,beta
[2] analistas,datos
[2] checate,artículo
[2] artículo,periódico

Top Word Pairs in Tweet in G9:
[6] #acmht20,mapping
[6] mapping,30
[6] 30,years
[6] years,acm
[6] acm,hypertext
[6] hypertext,conference
[6] conference,87
[6] 87,19
[6] 19,plus
[6] plus,echt

Top Word Pairs in Tweet in G10:
[3] notre,programme
[3] programme,prêt
[3] prêt,rentrée
[3] rentrée,dès
[3] dès,03
[3] 03,septembre
[3] septembre,pao
[3] pao,zotero
[3] zotero,gephi
[3] gephi,dataviz

Top Replied-To
Top Replied-To in Entire Graph:
@berenicedomo
@jellevanlottum
@jacomyma
@shirazhaderach
@carlosnigredo
@sneuperdokkum
@tristo_talk
@benoitsete
@guajiro1868
@igtoastchronica

Top Replied-To in G2:
@benoitsete
@boumbo06
@epic_hur
@stalec_
@guillaumeq1t1
@ambrosixavier
@nicolasvdrines1

Top Replied-To in G3:
@jellevanlottum
@sneuperdokkum
@tristo_talk
@jacomyma
@edward_the6
@gephi
@s_palm
@bronwynhemsley
@lissbee_cpsp
@liberalizar

Top Replied-To in G4:
@shirazhaderach
@dam_io
@p0lif3m0
@alexgekker
@jacomyma

Top Replied-To in G7:
@priyankadobhal_

Top Replied-To in G8:
@ahuxley0
@miguela177

Top Replied-To in G10:
@laurent_beaug

Top Mentioned
Top Mentioned in Entire Graph:
@julianmaciast
@pulsetuit
@gephi
@jacomyma
@barripdmx
@allhoff_joachim
@jellevanlottum
@docassar
@lorandbodo
@tristo_talk

Top Mentioned in G1:
@pulsetuit
@julianmaciast
@barripdmx
@argtrumpista
@awanauta

Top Mentioned in G2:
@a_1_0_2
@etiennelantier2
@karl_peter_abel
@humb_ang
@chlamydia0
@na67882206
@cnil
@defakator_off
@asclepios_yt
@mcbugzslain

Top Mentioned in G3:
@gephi
@jellevanlottum
@tristo_talk
@lissbee_cpsp
@arcgispro
@bronwynhemsley
@s_palm
@dam_io
@yomguithereal
@bendobrown

Top Mentioned in G4:
@jacomyma
@gephi
@allhoff_joachim
@docassar
@barripdmx
@lorandbodo
@shirazhaderach
@secou
@dfrlab

Top Mentioned in G6:
@thepeopleshubun
@deespeak
@biconsortium
@drjdrooghaag
@rainbow_zero
@frronconi
@gephi
@ifeanyidiaye

Top Mentioned in G7:
@s0_s0w
@datasaurus_rex
@tableaupublic
@tableau
@trimydata
@charliehtableau

Top Mentioned in G8:
@margomezh
@tehuantepecgap
@crnalexander

Top Mentioned in G9:
@mwra

Top Mentioned in G10:
@urfistoulouse
@laurent_beaug

Top Tweeters
Top Tweeters in Entire Graph:
@googleexpertuk
@collegemenfess
@anjorma3
@manuvarsss
@ks7000
@rstatstweet
@cartagotv
@antumbral
@jdoedoe101101
@maledog88

Top Tweeters in G1:
@anjorma3
@manuvarsss
@cartagotv
@maledog88
@maruweth
@pgpnzalo1
@cosmicopepino
@cappescanova
@manueln__ez
@anahera606

Top Tweeters in G2:
@fluidloading
@a_1_0_2
@guillaumeq1t1
@etiennelantier2
@philippefroguel
@luppsala
@zulu18360299
@karl_peter_abel
@zenutopia1
@benoitsete

Top Tweeters in G3:
@jdoedoe101101
@s_palm
@bronwynhemsley
@rolandbouman
@sneuperdokkum
@lissbee_cpsp
@maritiemportal
@twitter
@emilevanmarle
@firstdraftnews

Top Tweeters in G4:
@rstatstweet
@gnutiez
@aleebrahim
@datasciencebot_
@r
@secou
@deniscasther
@soulwhispers
@shirazhaderach
@lorandbodo

Top Tweeters in G5:
@antumbral
@kimjoaoun
@webanalyste
@iasdoar
@seinecle
@kesterratcliff
@murandpi
@oliveiramoniwho
@ghibbli
@michaelthaber

Top Tweeters in G6:
@googleexpertuk
@rainbow_zero
@drjdrooghaag
@frronconi
@deespeak
@thepeopleshubun
@biconsortium
@ifeanyidiaye

Top Tweeters in G7:
@tableau
@trimydata
@charliehtableau
@tableaupublic
@s0_s0w
@priyankadobhal_
@datasaurus_rex
@evethomas1

Top Tweeters in G8:
@tehuantepecgap
@margomezh
@crnalexander
@miguela177
@ahuxley0
@angelmf1111111

Top Tweeters in G9:
@kenbod
@liquidizer
@hoosfoos
@clausatz
@mwra
@hist_ht

Top Tweeters in G10:
@ljegou
@carnets_debord
@r_mejean
@urfistoulouse
@rkrummeich
@laurent_beaug


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