gephi, Twitter, 10/20/2020 1:36:28 AM, 238259


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gephi_2020-10-19_18-20-40.xlsx
gephi_2020-10-19_18-20-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 20, 2020
Short Description:
gephi via NodeXL https://bit.ly/3oakhTJ
@gephi
@allhoff_joachim
@joanneuberger
@dfintelligence
@reesmarc
@lorandbodo
@docassar
@pagedeslettres
@julianmaciast
@mihkal

Top hashtags:
#gephi
#twitterresearchproject
#nodexl
#socialnetworkanalysis
#rstats
#datascience

Description:
Description
The graph represents a network of 250 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, 20 October 2020 at 01:21 UTC.

The requested start date was Tuesday, 20 October 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 13-day, 16-hour, 45-minute period from Tuesday, 06 October 2020 at 05:31 UTC to Monday, 19 October 2020 at 22:17 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 : 250
Unique Edges : 275
Edges With Duplicates : 371
Total Edges : 646
Number of Edge Types : 5
Retweet : 75
MentionsInRetweet : 189
Replies to : 62
Tweet : 40
Mentions : 280
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0.0697674418604651
Reciprocated Edge Ratio : 0.130434782608696
Connected Components : 57
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 93
Maximum Edges in a Connected Component : 439
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.837778
Graph Density : 0.00591164658634538
Modularity : 0.48508
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 250 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, 20 October 2020 at 01:21 UTC.

The requested start date was Tuesday, 20 October 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 13-day, 16-hour, 45-minute period from Tuesday, 06 October 2020 at 05:31 UTC to Monday, 19 October 2020 at 22:17 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:
[9] https://www.programmer-books.com/mastering-gephi-network-visualization/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237111
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237847
[6] https://fotografie2014.wordpress.com/twitter/
[6] https://www.twitch.tv/girlazo
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237383
[4] https://www.linkedin.com/posts/juli%C3%A1n-s%C3%A1nchez-viamonte-ab819a36_jishiba-vacunas-redesociales-activity-6720339138547073024-qswu
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[3] https://gephi.org/
[3] https://hackernoon.com/how-to-analyze-and-visualize-the-game-of-thrones-character-relationships-km4c3ere

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237111
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237847
[6] https://fotografie2014.wordpress.com/twitter/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237383
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233439
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237240
[1] http://www.apparatusjournal.net/index.php/apparatus/article/view/177
[1] https://www.talkwalker.com/blog/data-visualization-tools?utm_medium=social&utm_source=twitter.com&utm_term=EN&utm_content=blog&utm_campaign=data-visualization-tools&hootPostID=9af9736908317a08f633ade78fdfafdd

Top URLs in Tweet in G2:
[2] https://twitter.com/i/moments/1187692983291916288
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DE72zEz0961o%26ab_channel%3DMartinGrandjean&q=EgS4SO-bGIP0qPwFIhkA8aeDS6XgXzCBxwTqmStUxcEB6l-p7HH-MgFy
[1] https://dfrlab.github.io/Plandemic/

Top URLs in Tweet in G3:
[1] https://twitter.com/ismailfahmi/status/1313158622910660609
[1] https://jg-webmarketing.com/marketing-digital/gephi-le-tutoriel-pour-affiner-votre-maillage-interne/
[1] https://towardsdatascience.com/visualizing-the-white-house-covid-outbreak-f5e35b01ae26?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://ateliercartographie.wordpress.com/2015/01/30/les-lignes-du-destin/
[1] https://askubuntu.com/questions/1182184/cant-run-gephi-0-9-2-on-ubuntu-19-04?atw=1
[1] https://twitter.com/miriamkp/status/1317131730394832896
[1] https://twitter.com/ceekz/status/1316719923607994370
[1] https://gephi.org/

Top URLs in Tweet in G4:
[9] https://www.programmer-books.com/mastering-gephi-network-visualization/
[6] https://www.twitch.tv/girlazo

Top URLs in Tweet in G5:
[1] https://www.dropbox.com/sh/ikkyoc2ol323pin/AAAKLth10wdgRtV94QoMt7bga?dl=0

Top URLs in Tweet in G6:
[1] https://gephi.org/

Top URLs in Tweet in G7:
[1] https://drive.google.com/file/d/1DSyfumeg6eeuWAx6vsiIVeN6Dgm7yrvk/view?usp=sharing
[1] https://drive.google.com/file/d/1F_ENq4Kv_544XqHdJ3B_VQR4g4KVxn8t/view?usp=sharing
[1] https://fierbmi.wordpress.com/

Top URLs in Tweet in G10:
[1] https://cyocum.github.io/

Top Domains
Top Domains in Tweet in Entire Graph:
[24] nodexlgraphgallery.org
[10] wordpress.com
[9] programmer-books.com
[6] twitch.tv
[5] twitter.com
[5] linkedin.com
[4] gephi.org
[3] github.io
[3] google.com
[3] hackernoon.com

Top Domains in Tweet in G1:
[24] nodexlgraphgallery.org
[6] wordpress.com
[1] apparatusjournal.net
[1] talkwalker.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] google.com
[1] github.io

Top Domains in Tweet in G3:
[3] twitter.com
[1] jg-webmarketing.com
[1] towardsdatascience.com
[1] bitquery.io
[1] wordpress.com
[1] askubuntu.com
[1] gephi.org

Top Domains in Tweet in G4:
[9] programmer-books.com
[6] twitch.tv

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

Top Domains in Tweet in G6:
[1] gephi.org

Top Domains in Tweet in G7:
[2] google.com
[1] wordpress.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] gephi
[31] twitterresearchproject
[25] nodexl
[24] socialnetworkanalysis
[18] rstats
[18] datascience
[15] javascript
[10] python
[9] angular
[9] reactjs



Top Hashtags in Tweet in G1:
[31] twitterresearchproject
[27] gephi
[25] nodexl
[24] socialnetworkanalysis
[18] rstats
[17] datascience
[7] js
[5] dementia
[4] conspiracytheory
[4] photography

Top Hashtags in Tweet in G2:
[6] lettres
[6] snt
[6] théâtre
[2] humanitésnumériques
[2] 2de
[2] lycée2019
[2] r
[1] geplettres
[1] gephi
[1] osint

Top Hashtags in Tweet in G3:
[5] gephi
[2] dataviz
[2] seo
[1] sna
[1] network
[1] visualization
[1] datavizz
[1] bigdata
[1] smalldata
[1] infovis

Top Hashtags in Tweet in G4:
[15] javascript
[9] python
[9] angular
[9] reactjs
[9] vuejs
[9] perl
[6] livecode
[1] ruby
[1] csharp
[1] java

Top Hashtags in Tweet in G7:
[2] euregionsweek
[2] regiostars
[2] cohesionpolicy
[2] covid19
[1] empoweringcitizens
[1] cohesionandcooperation
[1] greeneurope

Top Words
Top Words in Tweet in Entire Graph:
[174] gephi
[42] #gephi
[41] allhoff_joachim
[37] salhaj
[31] #twitterresearchproject
[29] docassar
[26] julianmaciast
[25] nodexl
[25] #nodexl
[24] #socialnetworkanalysis

Top Words in Tweet in G1:
[64] gephi
[41] allhoff_joachim
[37] salhaj
[31] #twitterresearchproject
[29] docassar
[27] #gephi
[26] julianmaciast
[25] #nodexl
[24] #socialnetworkanalysis
[24] nodexl

Top Words in Tweet in G2:
[18] gephi
[6] théâtre
[6] par
[6] graphes
[6] quelques
[6] pistes
[6] croisements
[6] #lettres
[6] #snt
[6] analysant

Top Words in Tweet in G3:
[16] gephi
[5] #gephi
[4] gt
[2] ãƒ
[2] ªã
[2] #dataviz
[2] #seo
[2] thread
[2] using
[2] neo4j

Top Words in Tweet in G4:
[15] gephi
[15] #javascript
[9] mastering
[9] network
[9] visualization
[9] gt
[9] #python
[9] #angular
[9] #reactjs
[9] #vuejs

Top Words in Tweet in G5:
[2] sys_revolt
[2] europol
[2] dfb_team_en
[2] germanydiplo
[2] germanambusa
[2] icct_thehague
[2] twitterde
[2] twittercomms
[2] twittersecurity

Top Words in Tweet in G6:
[10] gephi
[9] ben_golub
[4] networkx
[3] python
[3] small
[3] networks
[2] output
[2] wish
[2] go
[2] used

Top Words in Tweet in G7:
[6] gephi
[5] eu_cor
[5] eu_commission
[5] eu_env
[5] elisaferreiraec
[5] vonderleyen
[5] euclimateaction
[5] eu_eurostat
[5] interregeurope
[5] eu_sciencehub

Top Words in Tweet in G8:
[2] g_sylvestre
[2] cnil
[2] visibrain
[2] gephi
[2] oief_synfie
[2] ebothorel
[2] pierrebod
[2] smetsjp
[2] interchu
[2] aprilorg

Top Words in Tweet in G9:
[2] danielalvesfcsh
[2] dani_sanches
[2] ricardompimenta
[2] labhdufba
[2] larhud1
[2] historianawiki
[2] pdrslvr
[2] joanapaulino9
[2] jimmy_medeiros
[2] gephi

Top Words in Tweet in G10:
[2] deirdrenicc
[2] bourkeevan27
[2] dias_dublin
[2] mu_ahi
[2] gephi
[2] project

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] gephi,nodexl
[22] #twitterresearchproject,#socialnetworkanalysis
[22] docassar,americanhacker
[19] julianmaciast,salhaj
[18] #gephi,#nodexl
[16] allhoff_joachim,#twitterresearchproject
[15] #rstats,#datascience
[13] salhaj,gephi
[13] nodexl,allhoff_joachim
[13] allhoff_joachim,gephi

Top Word Pairs in Tweet in G1:
[24] gephi,nodexl
[22] #twitterresearchproject,#socialnetworkanalysis
[22] docassar,americanhacker
[19] julianmaciast,salhaj
[18] #gephi,#nodexl
[16] allhoff_joachim,#twitterresearchproject
[15] #rstats,#datascience
[13] salhaj,gephi
[13] nodexl,allhoff_joachim
[13] allhoff_joachim,gephi

Top Word Pairs in Tweet in G2:
[6] théâtre,par
[6] par,graphes
[6] graphes,quelques
[6] quelques,pistes
[6] pistes,croisements
[6] croisements,#lettres
[6] #lettres,#snt
[6] #snt,analysant
[6] analysant,pièces
[6] pièces,#théâtre

Top Word Pairs in Tweet in G4:
[9] mastering,gephi
[9] gephi,network
[9] network,visualization
[9] visualization,gt
[9] gt,#python
[9] #python,#javascript
[9] #javascript,#angular
[9] #angular,#reactjs
[9] #reactjs,#vuejs
[8] programmerbooks,mastering

Top Word Pairs in Tweet in G5:
[2] sys_revolt,europol
[2] europol,dfb_team_en
[2] dfb_team_en,germanydiplo
[2] germanydiplo,germanambusa
[2] germanambusa,icct_thehague
[2] icct_thehague,twitterde
[2] twitterde,twittercomms
[2] twittercomms,twittersecurity

Top Word Pairs in Tweet in G6:
[3] small,networks
[2] go,gephi
[2] luedtkeallison,ben_golub
[2] ben_golub,gephi

Top Word Pairs in Tweet in G7:
[5] eu_cor,eu_commission
[5] eu_commission,eu_env
[5] eu_env,elisaferreiraec
[5] elisaferreiraec,vonderleyen
[5] vonderleyen,euclimateaction
[5] euclimateaction,eu_eurostat
[5] eu_eurostat,interregeurope
[5] interregeurope,eu_sciencehub
[5] eu_sciencehub,gephi
[3] euinmyregion,eu_cor

Top Word Pairs in Tweet in G8:
[2] cnil,visibrain
[2] visibrain,gephi
[2] gephi,oief_synfie
[2] pierrebod,smetsjp
[2] smetsjp,interchu
[2] interchu,aprilorg

Top Word Pairs in Tweet in G9:
[2] danielalvesfcsh,dani_sanches
[2] dani_sanches,ricardompimenta
[2] ricardompimenta,labhdufba
[2] labhdufba,larhud1
[2] larhud1,historianawiki
[2] historianawiki,pdrslvr
[2] pdrslvr,joanapaulino9
[2] joanapaulino9,jimmy_medeiros

Top Word Pairs in Tweet in G10:
[2] deirdrenicc,bourkeevan27
[2] bourkeevan27,dias_dublin
[2] dias_dublin,mu_ahi

Top Replied-To
Top Replied-To in Entire Graph:
@ben_golub
@barripdmx
@euinmyregion
@martinomosna
@luedtkeallison
@victormisavigo
@g_sylvestre
@julianmaciast
@congosto
@sector035

Top Replied-To in G1:
@barripdmx
@congosto
@julianmaciast
@skandaleras
@comprobarbebe
@salhaj
@globograma

Top Replied-To in G2:
@martinomosna
@victormisavigo
@sector035
@lorandbodo
@garethjax

Top Replied-To in G5:
@sys_revolt

Top Replied-To in G6:
@ben_golub
@luedtkeallison

Top Replied-To in G7:
@euinmyregion
@mihkal

Top Replied-To in G8:
@g_sylvestre

Top Replied-To in G9:
@alucchesi
@projeto_enders

Top Replied-To in G10:
@macmorr1s_
@cyocum

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@salhaj
@julianmaciast
@docassar
@americanhacker
@totetmatt
@slagsec_
@ifeanyidiaye

Top Mentioned in G1:
@allhoff_joachim
@gephi
@salhaj
@julianmaciast
@docassar
@americanhacker
@totetmatt
@slagsec_
@ifeanyidiaye

Top Mentioned in G2:
@gephi
@pagedeslettres
@lorandbodo
@sector035
@zkharazian
@crowdtangle
@barripdmx
@dfrlab
@academicchatter

Top Mentioned in G4:
@programmerbooks
@graphext
@girlazote

Top Mentioned in G5:
@europol
@dfb_team_en
@germanydiplo
@germanambusa
@icct_thehague
@twitterde
@twittercomms
@twittersecurity
@stbridgetathena
@sys_revolt

Top Mentioned in G6:
@ben_golub
@dclingi
@jenniferdoleac

Top Mentioned in G7:
@gephi
@eu_cor
@eu_commission
@eu_env
@elisaferreiraec
@vonderleyen
@euclimateaction
@eu_eurostat
@interregeurope
@eu_sciencehub

Top Mentioned in G8:
@cnil
@visibrain
@gephi
@oief_synfie
@ebothorel
@pierrebod
@smetsjp
@interchu
@aprilorg
@reesmarc

Top Mentioned in G9:
@danielalvesfcsh
@dani_sanches
@ricardompimenta
@labhdufba
@larhud1
@historianawiki
@pdrslvr
@joanapaulino9
@jimmy_medeiros

Top Mentioned in G10:
@deirdrenicc
@bourkeevan27
@dias_dublin
@mu_ahi

Top Tweeters
Top Tweeters in Entire Graph:
@collegemenfess
@llnuxbot
@codegnuts
@nodequotesbot
@kas_stoner
@academicchatter
@rstatstweet
@fabriciosx
@friday_js_bot
@salhaj

Top Tweeters in G1:
@rstatstweet
@fabriciosx
@salhaj
@slagsec_
@clancynewyork
@datasciencebot_
@barripdmx
@weenielinguini
@vivianfrancos
@thartman2u

Top Tweeters in G2:
@kas_stoner
@academicchatter
@melena40170393
@garethjax
@fontste
@granchercarine
@petitpixel29
@ngamita
@sector035
@lorandbodo

Top Tweeters in G3:
@collegemenfess
@ceekz
@eunhwangso
@askubuntu
@sammieajo
@bullyangbae
@a
@secou
@privacylawger
@r_pieris

Top Tweeters in G4:
@llnuxbot
@codegnuts
@nodequotesbot
@friday_js_bot
@adam_it_
@manifattura40
@rahul_rpandya
@juan_fran_naga
@manueldevjour
@beakpeaklogic

Top Tweeters in G5:
@mica4711
@stbridgetathena
@dfb_team_en
@germanydiplo
@icct_thehague
@europol
@sys_revolt
@germanambusa
@twitterde
@circusofanarchy

Top Tweeters in G6:
@jenniferdoleac
@arnoblalam
@dclingi
@ben_golub
@adri3210
@carolinamttssn
@jessecshore
@luedtkeallison
@arthursevo
@msaveski

Top Tweeters in G7:
@euinmyregion
@eu_commission
@regiocoop
@eu_env
@eu_sciencehub
@euclimateaction
@eu_cor
@mihkal
@eu_eurostat
@interregeurope

Top Tweeters in G8:
@reesmarc
@ebothorel
@aprilorg
@cnil
@visibrain
@g_sylvestre
@pierrebod
@smetsjp
@dfintelligence
@interchu

Top Tweeters in G9:
@alucchesi
@projeto_enders
@danielalvesfcsh
@jimmy_medeiros
@joanapaulino9
@historianawiki
@ricardompimenta
@pdrslvr
@dani_sanches
@larhud1

Top Tweeters in G10:
@cyocum
@dias_dublin
@mu_ahi
@bourkeevan27
@macmorr1s_
@deirdrenicc


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