gephi, Twitter, 4/7/2020 1:30:00 AM, 224525


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gephi_2020-04-06_18-03-46.xlsx
gephi_2020-04-06_18-03-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
gephi via NodeXL https://bit.ly/2JJvJTl
@gephi
@nodexl
@allhoff_joachim
@bibliomib
@seinecle
@ifeanyidiaye
@mylakelady
@philippe_monin
@rstatstweet
@mihkal

Top hashtags:
#gephi
#coronavirus
#rstats
#covid_19
#dataviz
#hackarchives
#socialnetworkanalysis
#nodexl

Description:
Description
The graph represents a network of 365 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, 07 April 2020 at 01:03 UTC.

The requested start date was Tuesday, 07 April 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, 17-hour, 1-minute period from Tuesday, 24 March 2020 at 03:11 UTC to Monday, 06 April 2020 at 20:12 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 : 365
Unique Edges : 509
Edges With Duplicates : 213
Total Edges : 722
Number of Edge Types : 4
MentionsInRetweet : 281
Replies to : 102
Mentions : 308
Tweet : 31
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0763358778625954
Reciprocated Edge Ratio : 0.141843971631206
Connected Components : 56
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 478
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.02586
Graph Density : 0.00424506999849466
Modularity : 0.601575
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 365 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, 07 April 2020 at 01:03 UTC.

The requested start date was Tuesday, 07 April 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, 17-hour, 1-minute period from Tuesday, 24 March 2020 at 03:11 UTC to Monday, 06 April 2020 at 20:12 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:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223968
[7] https://medium.com/@erin_gallagher/honduras-network-visualizations-of-johbots-909bdda5adc0
[5] https://gephi.org/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224060
[4] https://fotografie2014.wordpress.com/twitter/
[3] https://medium.com/@simonchadwick_15086/joe-wicks-the-social-media-influencer-helping-keep-kids-fit-during-covid-19-33718d5b6b59
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://bigdata.sdsu.edu/coronavirus/
[1] https://drive.google.com/file/d/1OyX5cgksHWAIeNf8job5EsFWRxmOfmht/view?usp=sharing
[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224174

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224060
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] https://github.com/chrisxue815/gephi-plugin-image-preview

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223968
[2] https://medium.com/@simonchadwick_15086/joe-wicks-the-social-media-influencer-helping-keep-kids-fit-during-covid-19-33718d5b6b59
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224060
[1] https://drive.google.com/file/d/1OyX5cgksHWAIeNf8job5EsFWRxmOfmht/view?usp=sharing
[1] https://drive.google.com/file/d/1mHhSsdUeVJZDq4fNwHSw9AV7iD4cWxfF/view?usp=sharing
[1] https://drive.google.com/file/d/117Ze13ZVEXbltct5VtHWxMHfZmcy9Ymw/view?usp=sharing
[1] https://drive.google.com/file/d/128hoS9KYXoL1NGAKBHIkVJTlj3z21_3O/view?usp=sharing
[1] https://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be

[1] http://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224174
[1] https://twitter.com/mihkal/status/1245733283759116288

Top URLs in Tweet in G4:
[1] https://twitter.com/Management_Aims/status/1244948114714300416

Top URLs in Tweet in G5:
[4] https://fotografie2014.wordpress.com/twitter/
[1] http://gephi.org

Top URLs in Tweet in G7:
[1] https://gephi.org/
[1] https://www.art-in.de/suchedaten.php?name=Raqs+Media+Collective
[1] https://hoaxy.iuni.iu.edu/#query=%23unitewithbernie&sort=recent&type=Twitter&lang=
[1] https://twitter.com/Conflits_FR/status/1245734161547214852
[1] https://medium.com/@simonchadwick_15086/joe-wicks-the-social-media-influencer-helping-keep-kids-fit-during-covid-19-33718d5b6b59

Top URLs in Tweet in G8:
[7] https://medium.com/@erin_gallagher/honduras-network-visualizations-of-johbots-909bdda5adc0

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] gephi
[16] coronavirus
[13] rstats
[12] covid_19
[11] dataviz
[10] hackarchives
[9] socialnetworkanalysis
[8] nodexl
[7] antconc
[6] corona



Top Hashtags in Tweet in G1:
[2] coronavirus
[1] emergenciasanitaria
[1] smm18
[1] sna
[1] smm20
[1] emojis
[1] hashtags
[1] gexf

Top Hashtags in Tweet in G3:
[9] socialnetworkanalysis
[5] bigdata
[4] iot
[4] ai
[4] nodexl
[3] powerbi
[3] covid19
[3] influencer
[3] iiot
[3] cloudcomputing

Top Hashtags in Tweet in G4:
[3] socsciences
[3] orgtheory
[3] socialnetworks
[3] gephi
[3] compsocsciences
[1] javafx

Top Hashtags in Tweet in G5:
[13] rstats
[11] coronavirus
[11] covid_19
[6] corona
[4] datascience
[4] nodexl
[4] gephi
[3] twitterresearchproject
[3] globalization
[3] climatechange

Top Hashtags in Tweet in G6:
[9] hackarchives
[6] antconc
[4] webarchiving
[2] gephi
[1] colab

Top Hashtags in Tweet in G7:
[3] gephi
[1] digitalisierung
[1] datenbanken
[1] unitewithbernie
[1] plusjamaisca
[1] dataviz

Top Hashtags in Tweet in G8:
[11] gephi
[7] dataviz
[1] github
[1] osint
[1] sherlock

Top Words
Top Words in Tweet in Entire Graph:
[116] Words in Sentiment List#1: Positive
[26] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6111] Non-categorized Words
[6253] Total Words
[228] gephi
[71] nodexl
[41] tweets
[41] mihkal
[39] network

Top Words in Tweet in G1:
[76] gephi
[27] barripdmx
[24] grafo
[24] principio
[24] nada
[23] habitualmente
[23] hago
[23] extraer
[23] tweets
[23] hoarder

Top Words in Tweet in G3:
[65] nodexl
[55] gephi
[38] mihkal
[20] data
[20] mspowerbi
[15] was3210
[12] uitsteln
[11] cyberseccare
[10] dataset
[10] together

Top Words in Tweet in G4:
[11] gephi
[7] seinecle
[4] free
[3] honored
[3] contributing
[3] issue
[3] #socsciences
[3] #orgtheory
[3] #socialnetworks
[3] #gephi

Top Words in Tweet in G5:
[23] network
[21] social
[19] analysis
[18] tweets
[15] twitterresearchproject
[14] allhoff_joachim
[13] sentiment
[13] #rstats
[11] #coronavirus
[11] #covid_19

Top Words in Tweet in G6:
[22] team
[13] unleasharchives
[10] looked
[9] #hackarchives
[8] sarahcmct
[7] final
[7] gt
[7] stonewall
[7] athurman
[7] danroyles

Top Words in Tweet in G7:
[14] gephi
[3] #gephi
[3] não
[3] jeg
[2] bgt
[2] tools
[2] media
[2] eu
[2] dag
[2] veiledere

Top Words in Tweet in G8:
[11] #gephi
[7] honduras
[7] network
[7] visualizations
[7] johbots
[7] #dataviz
[6] 3r1ng
[5] tengo
[4] deyaniragomezh
[4] ktaverasd

Top Words in Tweet in G9:
[2] barbajojo
[2] antennerelais
[2] georgeratman
[2] lafleurdu54
[2] thinker_view
[2] tout
[2] gephi
[2] ça

Top Words in Tweet in G10:
[11] gephi
[8] pietercoppens8
[7] today
[7] finished
[7] first
[7] serious
[7] experiment
[7] built
[7] database
[7] relations

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] gephi,nodexl
[24] network,analysis
[23] habitualmente,hago
[23] hago,extraer
[23] extraer,tweets
[23] tweets,hoarder
[23] hoarder,grafo
[23] grafo,gephi
[23] gephi,principio
[23] principio,nada

Top Word Pairs in Tweet in G1:
[23] habitualmente,hago
[23] hago,extraer
[23] extraer,tweets
[23] tweets,hoarder
[23] hoarder,grafo
[23] grafo,gephi
[23] gephi,principio
[23] principio,nada
[23] nada,fuera
[23] fuera,normal

Top Word Pairs in Tweet in G3:
[21] gephi,nodexl
[11] mspowerbi,nodexl
[11] cyberseccare,uitsteln
[11] nodexl,gephi
[10] nodexl,data
[9] mspowerbi,gephi
[9] nodexl,nodexl
[9] nodexl,mihkal
[9] gephi,both
[9] both,merits

Top Word Pairs in Tweet in G4:
[3] honored,contributing
[3] contributing,issue
[3] issue,#socsciences
[3] #socsciences,#orgtheory
[3] #orgtheory,#socialnetworks
[3] #socialnetworks,#gephi
[3] #gephi,#compsocsciences
[2] musing,creating
[2] creating,free
[2] free,emlyon

Top Word Pairs in Tweet in G5:
[19] network,analysis
[18] analysis,tweets
[15] twitterresearchproject,social
[13] social,network
[12] allhoff_joachim,twitterresearchproject
[11] tweets,#coronavirus
[11] #coronavirus,#covid_19
[11] #covid_19,sentiment
[11] sentiment,#rstats
[8] social,media

Top Word Pairs in Tweet in G6:
[7] final,team
[7] team,#hackarchives
[7] #hackarchives,gt
[7] gt,team
[7] team,stonewall
[7] stonewall,sarahcmct
[7] sarahcmct,athurman
[7] athurman,danroyles
[7] danroyles,brimwats
[7] brimwats,really

Top Word Pairs in Tweet in G7:
[2] ont,généré

Top Word Pairs in Tweet in G8:
[7] honduras,#gephi
[7] #gephi,network
[7] network,visualizations
[7] visualizations,johbots
[7] johbots,#dataviz
[6] 3r1ng,honduras
[4] deyaniragomezh,ktaverasd
[4] ktaverasd,grisantycosme
[4] grisantycosme,tengo
[4] tengo,unas

Top Word Pairs in Tweet in G9:
[2] barbajojo,antennerelais
[2] antennerelais,georgeratman
[2] georgeratman,lafleurdu54
[2] lafleurdu54,thinker_view

Top Word Pairs in Tweet in G10:
[7] today,finished
[7] finished,first
[7] first,serious
[7] serious,experiment
[7] experiment,gephi
[7] gephi,built
[7] built,database
[7] database,relations
[7] relations,1030
[7] 1030,nodes

Top Replied-To
Top Replied-To in Entire Graph:
@yanipaper
@mihkal
@seinecle
@socioviznet
@arfness
@miladaskalova
@rossanareguillo
@dangerzonelive
@chrisjulien22
@ddmcguire

Top Replied-To in G1:
@yanipaper
@socioviznet
@rossanareguillo
@barripdmx
@cesararcano
@hasselfallas
@giulia_futura
@wiccaescoladeb1
@lou69914589
@pierre_vannier

Top Replied-To in G2:
@fortynine349

Top Replied-To in G3:
@mihkal
@ddmcguire
@pauliloukola
@gephi
@was3210
@alexfenton

Top Replied-To in G4:
@seinecle
@jacomyma

Top Replied-To in G5:
@arfness
@chrisjulien22
@e_maph
@alducornelissen

Top Replied-To in G8:
@deyaniragomezh

Top Replied-To in G9:
@eelte747
@guillemette_prs

Top Replied-To in G10:
@zelhoubba
@pietercoppens8

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@nodexl
@mihkal
@barripdmx
@allhoff_joachim
@was3210
@unleasharchives
@mspowerbi
@cyberseccare
@uitsteln

Top Mentioned in G1:
@gephi
@barripdmx
@carto
@ifeanyidiaye
@teambmor
@jonathanzacconi
@socioviznet
@docassar
@mihkal
@umblaetterer

Top Mentioned in G2:
@moonknight2020
@samara_s_here_
@lastlaughaemial
@the_crow___
@bee_nastee_
@star_lord_guy
@mkshake_
@closedforvacay
@slayslayslay3

Top Mentioned in G3:
@nodexl
@gephi
@mihkal
@was3210
@mspowerbi
@cyberseccare
@uitsteln
@jnkka
@bonniebaehr
@microsoftteams

Top Mentioned in G4:
@gephi
@seinecle
@emlyon
@gluonhq
@jacomyma
@management_aims
@jasonbaumgartne
@mathemagie
@philippe_monin
@gilliantett

Top Mentioned in G5:
@allhoff_joachim
@rstatstweet
@nodexl

Top Mentioned in G6:
@unleasharchives
@sarahcmct
@athurman
@danroyles
@brimwats
@smbrms
@artlibrariannyc
@mabatron
@jimkammerer406

Top Mentioned in G8:
@3r1ng
@ktaverasd
@grisantycosme
@iamjhontitor
@deyaniragomezh

Top Mentioned in G9:
@barbajojo
@antennerelais
@georgeratman
@lafleurdu54
@thinker_view
@monomarchos
@padre_pio
@le___doc

Top Mentioned in G10:
@pietercoppens8
@lwcvl
@digiorientalist

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cleosagas1
@rjstrikers
@rosarobco
@mailonline
@mjoehlerich
@586ca1383e084c8
@monomarchos
@websecurityit
@academicchatter

Top Tweeters in G1:
@cleosagas1
@rosarobco
@mailonline
@586ca1383e084c8
@indisch__meisje
@globaltimesnews
@wiccaescoladeb1
@s_palm
@acraich
@pedrovqg

Top Tweeters in G2:
@tslacksmarin
@mylakelady
@star_lord_guy
@v1llageldiot
@revandonc
@realmrstapuft
@butdidyouseeit
@lastlaughaemial
@mistah_j_2020
@weronlyhumn

Top Tweeters in G3:
@chidambara09
@mjoehlerich
@llnuxbot
@iot_technojeder
@vivianfrancos
@bonniebaehr
@bernardamus
@cyberseccare
@digtalhumanatee
@yearrypanji

Top Tweeters in G4:
@thomroulet
@mathemagie
@msurdan
@emlyon
@seinecle
@moritz_stefaner
@babgi
@openp2pdesign
@ct_bergstrom
@jasonbaumgartne

Top Tweeters in G5:
@akdm_bot
@fmfrancoise
@rstatstweet
@hubofml
@arfness
@rstats4ds
@dsl_power
@botredian
@chrisjulien22
@planar_ev

Top Tweeters in G6:
@bibliojo
@ianmilligan1
@brimwats
@danroyles
@shawnmjones
@phonedude_mln
@schealyire
@ericbmarcus
@mabatron
@jimkammerer406

Top Tweeters in G7:
@bibiimbaap
@supercamilla
@noo_hoon
@fdlha
@annmariehanlon
@artinberlin
@skywaycan
@juscopenhagen
@games_t1top
@thosvarley

Top Tweeters in G8:
@rjstrikers
@websecurityit
@mayur_shingote
@pulperiaboi
@deyaniragomezh
@grisantycosme
@3r1ng
@_twitwork
@ktaverasd
@hondurassol

Top Tweeters in G9:
@monomarchos
@padre_pio
@le___doc
@epelboin
@lafleurdu54
@antennerelais
@barbajojo
@thinker_view
@georgeratman
@eelte747

Top Tweeters in G10:
@gypsy_heart6
@dermenschensohn
@mianzunnu
@ashishdayal
@codykingham
@zaskhimani
@digiorientalist
@_uwaisiqbal
@lwcvl
@pietercoppens8


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