gephi, Twitter, 8/25/2020 1:31:36 AM, 233439


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gephi_2020-08-24_18-28-51.xlsx
gephi_2020-08-24_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2020
Short Description:
gephi via NodeXL https://bit.ly/3jaRNpB
@gephi
@allhoff_joachim
@docassar
@salhaj
@foucaultwelles
@anjushreebv
@ifeanyidiaye
@julianmaciast
@chris_r_langley
@disinfog

Top hashtags:
#gephi
#twitterresearchproject
#herramientas
#directv
#dataliteracy_oman
#codabr19

Description:
Description
The graph represents a network of 199 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, 25 August 2020 at 01:29 UTC.

The requested start date was Tuesday, 25 August 2020 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 10-day, 7-hour, 58-minute period from Tuesday, 11 August 2020 at 06:58 UTC to Friday, 21 August 2020 at 14:56 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 : 199
Unique Edges : 221
Edges With Duplicates : 260
Total Edges : 481
Number of Edge Types : 5
Replies to : 41
Retweet : 69
MentionsInRetweet : 193
Tweet : 38
Mentions : 140
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.054421768707483
Reciprocated Edge Ratio : 0.103225806451613
Connected Components : 44
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 80
Maximum Edges in a Connected Component : 321
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.78366
Graph Density : 0.00786762093294757
Modularity : 0.521828
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 199 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, 25 August 2020 at 01:29 UTC.

The requested start date was Tuesday, 25 August 2020 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 10-day, 7-hour, 58-minute period from Tuesday, 11 August 2020 at 06:58 UTC to Friday, 21 August 2020 at 14:56 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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[5] https://fotografie2014.wordpress.com/twitter/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[3] https://gephi.org/
[3] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/
[3] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/
[2] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph/
[2] https://docs.google.com/document/d/1S6VInMLD-6CMnbPLUkjSuEs-iE6XoLT3bP4ebzCdRsE/edit?usp=sharing
[1] https://blog.bitquery.io/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] http://tulip.labri.fr/TulipDrupal/

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[5] https://fotografie2014.wordpress.com/twitter/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385
[1] https://drive.google.com/file/d/1bfvzZ-Nuh194U4gcXToRM2nq_-W--NRZ/view?usp=sharing
[1] https://www.hs.fi/
[1] http://www.iltalehti.fi/
[1] https://www.is.fi/
[1] https://drive.google.com/file/d/1dcFOycooqqj1DZcyd3vfDhCILCADXDjI/view?usp=sharing
[1] http://www.connectedaction.net/shop/

Top URLs in Tweet in G3:
[1] https://github.com/hjunker/TwitterSearch2Gephi

Top URLs in Tweet in G5:
[2] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/
[2] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph/
[1] https://thedatasurfers.com/2019/08/27/how-to-use-gephi-to-create-network-visualizations-for-tableau/amp/?__twitter_impression=true
[1] https://gist.github.com/psychemedia/39a6aa17a966a6ed87f2d05ed6eadb46
[1] https://notebooks.gesis.org/binder/jupyter/hub/user/psychemedia-39a-7f2d05ed6eadb46-icm3xcqw/notebooks/NetworkVisualisation.ipynb
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8a873a6a52758fc701527a7cba713f73?cid=8a9983e073db19ba0173e3f171fd52f9&url=https%3A%2F%2Fblogs.cisco.com%2Fsecurity%2Fcisco-named-a-representative-vendor-in-the-gartner-market-guide-for-ndr
[1] https://t.co/9AyojOBVMz#Veille
[1] https://blog.bitquery.io/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G6:
[3] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/

Top URLs in Tweet in G7:
[1] https://www.blogdumoderateur.com/outils-seo-recommandes-referenceurs/

Top URLs in Tweet in G8:
[1] https://github.com/congosto/t-hoarder
[1] https://www.twitron.usuariosdigitales.org/

Top URLs in Tweet in G10:
[2] https://docs.google.com/document/d/1S6VInMLD-6CMnbPLUkjSuEs-iE6XoLT3bP4ebzCdRsE/edit?usp=sharing

Top Domains
Top Domains in Tweet in Entire Graph:
[14] nodexlgraphgallery.org
[6] twitter.com
[5] wordpress.com
[4] gephi.org
[4] google.com
[4] github.com
[3] blogdumoderateur.com
[3] escoladedados.org
[2] nebula-graph.io
[2] medium.com

Top Domains in Tweet in G1:
[14] nodexlgraphgallery.org
[5] twitter.com
[5] wordpress.com
[2] google.com
[1] hs.fi
[1] iltalehti.fi
[1] is.fi
[1] connectedaction.net

Top Domains in Tweet in G3:
[1] github.com

Top Domains in Tweet in G5:
[2] blogdumoderateur.com
[2] nebula-graph.io
[1] thedatasurfers.com
[1] github.com
[1] gesis.org
[1] ziftsolutions.com
[1] t.co
[1] bitquery.io

Top Domains in Tweet in G6:
[3] escoladedados.org

Top Domains in Tweet in G7:
[1] blogdumoderateur.com

Top Domains in Tweet in G8:
[1] github.com
[1] usuariosdigitales.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] gephi
[15] twitterresearchproject
[11] herramientas
[11] directv
[9] dataliteracy_oman
[9] codabr19
[9] seo
[8] illuminati
[8] datascience
[7] twitterstreamingimporter



Top Hashtags in Tweet in G1:
[17] gephi
[15] twitterresearchproject
[8] illuminati
[8] datascience
[7] twitterstreamingimporter
[6] nodexl
[5] decolonize
[5] decolonisation
[4] conspiracytheory
[3] rstats

Top Hashtags in Tweet in G4:
[2] vizforsocialgood

Top Hashtags in Tweet in G5:
[2] seo
[2] nebulagraph
[2] gameofthrones
[2] datasets
[2] relationships
[2] devlog
[2] developers
[2] devops
[1] dataliteracy_oman

Top Hashtags in Tweet in G6:
[9] codabr19
[1] gephi

Top Hashtags in Tweet in G7:
[7] seo

Top Hashtags in Tweet in G8:
[9] herramientas
[9] directv

Top Hashtags in Tweet in G9:
[5] dataliteracy_oman
[2] بيروت_في_قلوبنا
[2] bcom4933_sp2020

Top Words
Top Words in Tweet in Entire Graph:
[141] gephi
[30] network
[28] data
[27] nodexl
[26] social
[24] analysis
[21] #gephi
[19] networks
[17] using
[15] 2020

Top Words in Tweet in G1:
[37] gephi
[26] nodexl
[19] analysis
[17] #gephi
[15] #twitterresearchproject
[14] network
[14] docassar
[14] humoluxe
[14] fortext_catma
[13] julianmaciast

Top Words in Tweet in G2:
[2] correspondence

Top Words in Tweet in G3:
[13] gephi
[10] twittersearch2gephi
[8] disinfog
[8] web
[8] interface
[7] feature
[7] allows
[7] send
[7] findings
[7] live

Top Words in Tweet in G4:
[12] gephi
[10] tableau
[9] vizfsg
[9] awb_usf
[7] dbfmurray
[3] vanithalucas
[3] present
[3] network
[3] darragh
[2] completely

Top Words in Tweet in G5:
[12] gephi
[3] networkx
[3] blogmoderateur
[3] eficiens
[2] visualize
[2] data
[2] 12
[2] outils
[2] #seo
[2] 2020

Top Words in Tweet in G6:
[10] grafos
[9] #codabr19
[9] trifenol
[9] seekpedro
[9] fizeram
[9] workshop
[9] usar
[9] entender
[9] interações
[9] usuários

Top Words in Tweet in G7:
[7] 12
[7] outils
[7] #seo
[7] 2020
[7] c'est
[7] blogmoderateur
[7] classiques
[7] screamingfrog
[7] semrush_fr
[7] mais

Top Words in Tweet in G8:
[10] usamos
[9] #herramientas
[9] hilo
[9] tendencia
[9] #directv
[9] hoy
[9] trabajo
[9] gephi
[9] hoarder_kit
[8] cazamosfakenews

Top Words in Tweet in G9:
[11] data
[10] gephi
[8] social
[7] networks
[6] netlytic
[5] network
[5] visualization
[5] analyzer
[5] using
[5] #dataliteracy_oman

Top Words in Tweet in G10:
[5] matrix
[5] gephi
[5] doc
[4] those
[4] dig
[4] replies
[4] here's
[4] writeup
[4] links
[3] foucaultwelles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] network,analysis
[15] social,network
[14] gephi,nodexl
[14] nodexl,gephi
[10] tableau,gephi
[10] gephi,docassar
[10] docassar,julianmaciast
[10] julianmaciast,humoluxe
[10] humoluxe,nodexl
[10] nodexl,fortext_catma

Top Word Pairs in Tweet in G1:
[14] gephi,nodexl
[14] nodexl,gephi
[12] social,network
[12] network,analysis
[10] gephi,docassar
[10] docassar,julianmaciast
[10] julianmaciast,humoluxe
[10] humoluxe,nodexl
[10] nodexl,fortext_catma
[10] fortext_catma,rstatstweet

Top Word Pairs in Tweet in G3:
[7] twittersearch2gephi,feature
[7] feature,allows
[7] allows,send
[7] send,findings
[7] findings,live
[7] live,gephi's
[7] gephi's,web
[7] web,interface
[6] disinfog,twittersearch2gephi
[3] grafo,gephi

Top Word Pairs in Tweet in G4:
[8] tableau,gephi
[7] vizfsg,awb_usf
[7] awb_usf,tableau
[6] dbfmurray,vizfsg
[2] completely,missed
[2] missed,vizfsg
[2] vizfsg,deadline
[2] deadline,latest
[2] latest,#vizforsocialgood
[2] #vizforsocialgood,project

Top Word Pairs in Tweet in G5:
[2] 12,outils
[2] outils,#seo
[2] #seo,2020
[2] 2020,c'est
[2] c'est,blogmoderateur
[2] blogmoderateur,classiques
[2] classiques,screamingfrog
[2] screamingfrog,semrush_fr
[2] semrush_fr,mais
[2] mais,aussi

Top Word Pairs in Tweet in G6:
[9] #codabr19,trifenol
[9] trifenol,seekpedro
[9] seekpedro,fizeram
[9] fizeram,workshop
[9] workshop,usar
[9] usar,grafos
[9] grafos,entender
[9] entender,interações
[9] interações,usuários
[8] escoladedados,#codabr19

Top Word Pairs in Tweet in G7:
[7] 12,outils
[7] outils,#seo
[7] #seo,2020
[7] 2020,c'est
[7] c'est,blogmoderateur
[7] blogmoderateur,classiques
[7] classiques,screamingfrog
[7] screamingfrog,semrush_fr
[7] semrush_fr,mais
[7] mais,aussi

Top Word Pairs in Tweet in G8:
[9] #herramientas,hilo
[9] hilo,tendencia
[9] tendencia,#directv
[9] #directv,hoy
[9] hoy,trabajo
[9] trabajo,usamos
[9] usamos,gephi
[9] gephi,hoarder_kit
[8] cazamosfakenews,#herramientas

Top Word Pairs in Tweet in G9:
[7] social,networks
[5] netlytic,social
[5] networks,analyzer
[3] visualization,software
[3] gather,data
[3] data,using
[3] using,netlytic
[3] analyzer,collecting
[3] collecting,data
[3] data,uses

Top Word Pairs in Tweet in G10:
[4] those,dig
[4] dig,replies
[4] replies,here's
[4] here's,doc
[4] doc,writeup
[4] writeup,links
[4] links,gephi
[4] gephi,matrix
[3] foucaultwelles,those
[3] matrix,fil

Top Replied-To
Top Replied-To in Entire Graph:
@dbfmurray
@visakanv
@drjaydrno
@gephi
@fredffery
@anjushreebv
@martes_trece
@chrisperezatl
@ykorshak
@matseinarsen

Top Replied-To in G1:
@gephi
@feriglesias
@totetmatt
@seinecle

Top Replied-To in G2:
@emcandre

Top Replied-To in G3:
@visakanv
@researchacuox1
@disinfog
@mr_i_an

Top Replied-To in G4:
@dbfmurray
@fredffery
@anjushreebv

Top Replied-To in G10:
@choosy_female

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@julianmaciast
@humoluxe
@fortext_catma
@nodexl
@docassar
@allhoff_joachim
@salhaj
@rstatstweet
@trifenol

Top Mentioned in G1:
@gephi
@humoluxe
@fortext_catma
@julianmaciast
@nodexl
@docassar
@allhoff_joachim
@salhaj
@rstatstweet
@ifeanyidiaye

Top Mentioned in G2:
@mappingscotsref
@lirazelf
@wikimediauk
@wiki_nlw
@honeybhighton
@melissaterras
@wikiwomeninred
@mlpoulter
@mrjohnc
@edcdcs

Top Mentioned in G3:
@gephi
@disinfog
@barripdmx
@julianmaciast
@nielsack
@roamresearch

Top Mentioned in G4:
@vizfsg
@awb_usf
@tableau
@gephi
@vanithalucas
@dbfmurray
@flerlagekr
@tableaupublic

Top Mentioned in G6:
@trifenol
@seekpedro
@escoladedados
@manuellacaputo

Top Mentioned in G7:
@blogmoderateur
@screamingfrog
@semrush_fr
@gephi
@eficiens
@coconsemantique

Top Mentioned in G8:
@cazamosfakenews
@congosto
@usuariosdigital

Top Mentioned in G9:
@alibalushiii
@sweettone_
@ixhanan_97
@comm_theories

Top Mentioned in G10:
@foucaultwelles

Top Tweeters
Top Tweeters in Entire Graph:
@collegemenfess
@ignaciovalle3
@fuckinmadhatter
@squizzradical
@websecurityit
@rldi_lamy
@rstatstweet
@israronmo
@salhaj
@melena40170393

Top Tweeters in G1:
@websecurityit
@rstatstweet
@salhaj
@feriglesias
@developersbot
@nvsdata
@datasciencebot_
@fabriciosx
@realdonaldtrump
@rstats4ds

Top Tweeters in G2:
@melissaterras
@lirazelf
@watty62
@wikiwomeninred
@wikimediauk
@emcandre
@mlpoulter
@restlesscurator
@honeybhighton
@paulinedata

Top Tweeters in G3:
@ignaciovalle3
@melena40170393
@visakanv
@bizcom
@barripdmx
@nielsack
@flateam
@secou
@igorbrigadir
@roamresearch

Top Tweeters in G4:
@tableau
@flerlagekr
@dbfmurray
@shortenl
@tableaupublic
@datachloe
@fredffery
@chandrika90
@awb_usf
@vizfsg

Top Tweeters in G5:
@busabx
@psychemedia
@bfastier
@laroladelcaribe
@rah_h
@1dos3quartos
@paulodaguvnor
@nonstopnetworks
@gregorvanerian
@nebulagraph

Top Tweeters in G6:
@seekpedro
@trifenol
@brazoli
@marianapazva
@joao_pequi
@fvas
@escoladedados
@pedro_barciela
@manuellacaputo
@milgabis

Top Tweeters in G7:
@rldi_lamy
@blogmoderateur
@semrush_fr
@screamingfrog
@eficiens
@ecocircucollab
@coconsemantique
@aevakarine
@isavlds
@sarada_n

Top Tweeters in G8:
@israronmo
@mgonzov
@brujareal
@vazquezsul
@elportaldelodio
@lagacetacriolla
@usuariosdigital
@congosto
@untallhector
@cazamosfakenews

Top Tweeters in G9:
@ixhanan_97
@hamzaalhinai
@sweettone_
@9ali51
@alibalushiii
@comm_theories

Top Tweeters in G10:
@timslarock
@choosy_female
@ryanjgallag
@eliz_hobson
@foucaultwelles


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