gephi, Twitter, 7/7/2020 11:23:54 AM, 230308


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gephi_2020-07-06_18-28-51.xlsx
gephi_2020-07-06_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
gephi via NodeXL https://bit.ly/38xKSD3
@jacomyma
@gephi
@secou
@allhoff_joachim
@dfrlab
@lorandbodo
@barripdmx
@docassar
@disinfog
@ifeanyidiaye

Top hashtags:
#gephi
#twitterresearchproject
#r
#rstats
#stuttgart
#nodexl
#datascience
#sna
#dataviz
#bernardamus

Description:
Description
The graph represents a network of 442 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 July 2020 at 01:29 UTC.

The requested start date was Tuesday, 07 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, 19-hour, 57-minute period from Tuesday, 23 June 2020 at 03:00 UTC to Monday, 06 July 2020 at 22:57 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 : 442
Unique Edges : 368
Edges With Duplicates : 558
Total Edges : 926
Number of Edge Types : 5
Tweet : 53
Replies to : 77
Retweet : 213
MentionsInRetweet : 355
Mentions : 228
Self-Loops : 55
Reciprocated Vertex Pair Ratio : 0.0367647058823529
Reciprocated Edge Ratio : 0.0709219858156028
Connected Components : 57
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 241
Maximum Edges in a Connected Component : 692
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.583164
Graph Density : 0.00289346507833903
Modularity : 0.532311
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 442 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 July 2020 at 01:29 UTC.

The requested start date was Tuesday, 07 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, 19-hour, 57-minute period from Tuesday, 23 June 2020 at 03:00 UTC to Monday, 06 July 2020 at 22:57 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:
[85] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[8] https://fotografie2014.wordpress.com/twitter/
[4] https://gephi.org/
[4] https://twitter.com/jacomyma/status/1276604891318890497
[4] http://snv.abcxyz.de:5252/mapusersviahash.html
[3] https://dfrlab.github.io/Plandemic/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226633
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[2] https://www.youtube.com/watch?v=nTZZEHDkqNg&feature=youtu.be


Top URLs in Tweet in G1:
[77] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[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://docs.google.com/document/d/1FcKQ1A9wfEChiX4dVqhq5uOlbLTmHhM1JuG-VS6aItQ/edit?usp=sharing
[1] https://docs.google.com/document/d/1ocaEN6M5fOXWtdP93qaYn_pv_ha8juE_f971PYFVp0I/edit?usp=sharing
[1] https://twitter.com/jacomyma/status/1276604891318890497

Top URLs in Tweet in G2:
[8] https://fotografie2014.wordpress.com/twitter/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226633
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[1] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[1] https://www.linkedin.com/pulse/analyzing-twitter-lists-nodexl-ms-power-bi-gephi-mika-laiti/?published=t&fbclid=IwAR3IUkvk1Hf0eO4rSArcd9R-wTYh3QHLrTMxrtQoryPAcD8jVKMjHRIGx3k
[1] https://drive.google.com/file/d/1tN_XNvE40RHWCEXPUyVcbuF_3iBqPtRP/view?usp=sharing
[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 G4:
[7] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[2] http://www.martingrandjean.ch/gephi-introduction/
[2] https://github.com/hjunker/TwitterSearch2Gephi
[2] https://twitter.com/jacomyma/status/1276604891318890497
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] https://dfrlab.github.io/Plandemic/
[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://twitter.com/ADHOrg/status/1278491097212354562
[1] https://twitter.com/DisinfoG/status/1278216200582037505

Top URLs in Tweet in G5:
[1] https://dfrlab.github.io/Plandemic/

Top URLs in Tweet in G6:
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385

Top URLs in Tweet in G7:
[1] https://github.com/gephi/gephi/releases/
[1] https://twitter.com/jacomyma/status/1276604891318890497
[1] https://dfrlab.github.io/Plandemic/
[1] https://twitter.com/julianmaciast/status/1277715749264592897
[1] https://www.centos.org/variants/
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/er.5111?cookieSet=1
[1] https://pubs.rsc.org/en/content/articlelanding/2018/cs/c7cs00180k#!divAbstract
[1] https://www.slideshare.net/Nguynng11/fmcw-vs-pulse-radar
[1] https://www.google.com/imgres?imgurl=http%3A%2F%2Fwww.snubi.org%2Fsoftware%2Fbiolattice%2Finput_format.jpg&imgrefurl=http%3A%2F%2Fwww.snubi.org%2Fsoftware%2Fbiolattice%2F&docid=e1C3oMdLGKMSGM&tbnid=ejASIz1V_maqIM&vet=1&w=800&h=641&itg=1&bih=725&biw=1455&ved=2ahUKEwj2mu2h_67qAhWGQc0KHVkADJkQxiAoAnoECAEQHA&iact=c&ictx=1#h=641&imgdii=bp5L4aKmZ47hVM&vet=1&w=800
[1] https://www.researchgate.net/figure/Screenshot-of-a-visualization-of-a-network-using-Gephi-software_fig2_291338683

Top URLs in Tweet in G8:
[1] https://gephi.org/users/download/

Top URLs in Tweet in G9:
[1] https://gephi.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[93] youtube.com
[12] nodexlgraphgallery.org
[10] twitter.com
[8] wordpress.com
[6] gephi.org
[4] google.com
[4] abcxyz.de
[3] github.io
[3] github.com
[2] martingrandjean.ch

Top Domains in Tweet in G1:
[79] youtube.com
[2] google.com
[1] twitter.com

Top Domains in Tweet in G2:
[12] nodexlgraphgallery.org
[8] wordpress.com
[1] youtube.com
[1] linkedin.com
[1] google.com
[1] talkwalker.com

Top Domains in Tweet in G4:
[11] youtube.com
[4] twitter.com
[2] martingrandjean.ch
[2] github.com
[1] github.io
[1] wp.me
[1] twitch.tv

Top Domains in Tweet in G5:
[1] github.io

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] researchgate.net
[1] github.com
[1] github.io
[1] centos.org
[1] wiley.com
[1] rsc.org
[1] slideshare.net
[1] google.com
[1] mdpi.com

Top Domains in Tweet in G8:
[1] gephi.org

Top Domains in Tweet in G9:
[1] gephi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[45] gephi
[30] twitterresearchproject
[25] r
[18] rstats
[17] stuttgart
[16] nodexl
[14] datascience
[14] sna
[11] dataviz
[10] bernardamus



Top Hashtags in Tweet in G1:
[1] osint
[1] gephi
[1] dmi20
[1] dataviz
[1] ddj

Top Hashtags in Tweet in G2:
[30] twitterresearchproject
[18] rstats
[18] gephi
[17] stuttgart
[16] nodexl
[14] datascience
[8] qgis
[4] ripdonaldtrump
[4] decolonisation
[4] colonisation

Top Hashtags in Tweet in G3:
[1] weatnycfbiarealllaughingatu
[1] whereawan
[1] clownstrike

Top Hashtags in Tweet in G4:
[10] gephi
[8] sna
[6] socmint
[5] twitter
[3] conspirationism
[3] facebook
[3] lostcircles
[2] dataviz
[2] tutorial
[1] crowdtangle

Top Hashtags in Tweet in G5:
[25] r
[2] osint
[2] gephi
[1] osintcurious

Top Hashtags in Tweet in G7:
[3] gephi
[1] osint
[1] covid19
[1] tfm
[1] máster
[1] sna

Top Hashtags in Tweet in G10:
[1] collectiveintelligence
[1] design

Top Words
Top Words in Tweet in Entire Graph:
[264] gephi
[102] jacomyma
[93] videos
[87] published
[86] three
[86] beginners
[86] first
[85] short
[85] install
[84] contact

Top Words in Tweet in G1:
[90] gephi
[84] jacomyma
[83] videos
[78] three
[77] published
[77] short
[77] beginners
[77] install
[77] first
[77] contact

Top Words in Tweet in G2:
[39] analysis
[35] network
[34] social
[33] allhoff_joachim
[32] tweets
[31] gephi
[30] #twitterresearchproject
[26] sna
[23] word
[18] #rstats

Top Words in Tweet in G3:
[4] gephi
[3] water
[2] skittle
[2] balls
[2] chrisadams66
[2] famouspapis
[2] frame
[2] brody
[2] notnotlarry2020
[2] tempieton_peck

Top Words in Tweet in G4:
[38] gephi
[21] disinfog
[18] data
[15] twitch
[14] version
[14] windows
[14] cli
[14] lets
[14] collect
[13] twittersearch2gephi

Top Words in Tweet in G5:
[25] great
[25] guide
[25] zkharazian
[25] track
[25] viral
[25] video's
[25] spread
[25] facebook
[25] using
[25] crowdtangle

Top Words in Tweet in G6:
[25] barripdmx
[25] gephi
[24] pierdas
[24] nueva
[24] información
[24] aporta
[24] hilo
[24] grafo
[24] análisis
[24] ht

Top Words in Tweet in G7:
[16] gephi
[3] network
[3] #gephi
[3] análisis
[2] twitter
[2] graph
[2] layout
[2] nodes
[2] use
[2] fruchterman

Top Words in Tweet in G9:
[2] roberto36906126

Top Words in Tweet in G10:
[2] gephi
[2] sumingkhoo
[2] johnbreslin
[2] plevy
[2] carlgomb
[2] johnmaeda
[2] pls
[2] context
[2] integrated
[2] john

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[91] videos,gephi
[86] gephi,beginners
[85] published,three
[85] three,short
[85] short,videos
[85] beginners,install
[85] install,first
[84] jacomyma,published
[84] first,contact
[41] network,analysis

Top Word Pairs in Tweet in G1:
[83] videos,gephi
[77] published,three
[77] three,short
[77] short,videos
[77] gephi,beginners
[77] beginners,install
[77] install,first
[77] first,contact
[76] jacomyma,published
[6] jacomyma,accompany

Top Word Pairs in Tweet in G2:
[34] social,network
[33] network,analysis
[28] #twitterresearchproject,social
[20] allhoff_joachim,#twitterresearchproject
[18] analysis,sna
[18] sna,tweets
[14] word,cloud
[13] #stuttgart,june
[12] #rstats,#datascience
[11] analysis,tweets

Top Word Pairs in Tweet in G3:
[2] gephi,skittle
[2] skittle,balls

Top Word Pairs in Tweet in G4:
[14] windows,cli
[14] lets,collect
[14] collect,data
[13] disinfog,twittersearch2gephi
[13] twittersearch2gephi,initial
[13] initial,version
[13] version,windows
[13] cli,app
[13] app,lets
[12] twitch,gephi

Top Word Pairs in Tweet in G5:
[25] great,guide
[25] guide,zkharazian
[25] zkharazian,track
[25] track,viral
[25] viral,video's
[25] video's,spread
[25] spread,facebook
[25] facebook,using
[25] using,crowdtangle
[25] crowdtangle,#r

Top Word Pairs in Tweet in G6:
[24] pierdas,nueva
[24] nueva,información
[24] información,aporta
[24] aporta,barripdmx
[24] barripdmx,hilo
[24] hilo,grafo
[24] grafo,gephi
[24] gephi,análisis
[24] análisis,ht
[24] ht,estado

Top Word Pairs in Tweet in G7:
[2] fruchterman,reingold

Top Word Pairs in Tweet in G10:
[2] gephi,sumingkhoo
[2] sumingkhoo,johnbreslin
[2] johnbreslin,plevy
[2] plevy,carlgomb
[2] carlgomb,johnmaeda
[2] johnmaeda,pls
[2] pls,context
[2] context,integrated
[2] integrated,john
[2] john,warfield's

Top Replied-To
Top Replied-To in Entire Graph:
@nrauhauser
@dsunderhood
@cyberbenb
@jsellenberg
@allhoff_joachim
@jacomyma
@vikingclassics
@yuliedelstein
@lundinn__
@nasete

Top Replied-To in G1:
@jacomyma
@zeppoos
@olivr_emanuel

Top Replied-To in G2:
@jsellenberg
@allhoff_joachim
@mihkal
@liljajan
@tpoi

Top Replied-To in G3:
@melisandrepro
@belleeternal
@weronlyhumn
@notnotlarry2020

Top Replied-To in G4:
@nrauhauser
@cyberbenb
@adv_1977
@rewt_1
@bitburner

Top Replied-To in G5:
@cibernicola_es

Top Replied-To in G6:
@barripdmx

Top Replied-To in G8:
@vizca75

Top Replied-To in G9:
@roberto36906126

Top Replied-To in G10:
@gephi

Top Mentioned
Top Mentioned in Entire Graph:
@jacomyma
@gephi
@allhoff_joachim
@barripdmx
@zkharazian
@crowdtangle
@lorandbodo
@julianmaciast
@disinfog
@twitch

Top Mentioned in G1:
@jacomyma
@fvandervlist
@jwyg
@fabiomalini
@gephi
@digitalmethods

Top Mentioned in G2:
@allhoff_joachim
@gephi
@ifeanyidiaye
@docassar
@jacomyma
@aqsaqal
@jsellenberg
@talkwalker
@totetmatt
@bendobrown

Top Mentioned in G3:
@chrisadams66
@famouspapis
@tempieton_peck
@slumington
@immortalmrabram
@travisbikle1759
@thereportertos
@stranahan
@stbridgetathena
@lmmortalmrabram

Top Mentioned in G4:
@gephi
@disinfog
@twitch
@jacomyma
@secou
@bitburner
@cyberbenb
@mantarayo
@grandjeanmartin
@laloumo

Top Mentioned in G5:
@zkharazian
@crowdtangle
@lorandbodo
@iordic
@infogon
@310hkc41b
@carloseisdedos
@cibernicola_es
@dfrlab

Top Mentioned in G6:
@barripdmx
@julianmaciast

Top Mentioned in G8:
@chirpty_team
@duiker101
@imation4430
@albertoalcocer
@bichadecampo
@leikoleo
@pymesunidases
@emiliobarredam
@desmarketinges
@perbea123

Top Mentioned in G9:
@anarcopedagoga
@nathfinancas
@galodeluta
@gabriolaz
@tretanotrampo
@yurimarcal

Top Mentioned in G10:
@sumingkhoo
@johnbreslin
@plevy
@carlgomb
@johnmaeda
@michaelhogannui
@gephi
@geoffmulgan

Top Tweeters
Top Tweeters in Entire Graph:
@googleexpertuk
@pymesunidases
@collegemenfess
@irialume
@raulpacheco
@stranahan
@websecurityit
@mjoehlerich
@academicchatter
@rdsweb

Top Tweeters in G1:
@sousasimoni
@victorginori
@maliciarogue
@cantavest
@silvertje
@_estalindalamar
@fdmhildesheim
@rmdes_
@caseyboyle
@electricarchaeo

Top Tweeters in G2:
@googleexpertuk
@mjoehlerich
@akdm_bot
@rstatstweet
@liljajan
@nvsdata
@rainbow_zero
@drjdrooghaag
@clintwarren6
@s_akrati

Top Tweeters in G3:
@stranahan
@42gnome
@slagsec_
@aug_1405
@downrangechaos
@sonadorliveson
@melisandrepro
@shrekthepunk
@snowflake_miner
@disturbed4ever

Top Tweeters in G4:
@cyberbenb
@eposvox
@skooked
@bitburner
@crid
@mantarayo
@kpfssport
@exmergere
@digtalhumanatee
@grandjeanmartin

Top Tweeters in G5:
@websecurityit
@rdsweb
@infogon
@faildef
@iordic
@rafsanchez
@__n33phthyz__
@carloseisdedos
@cibernicola_es
@thetechhouseuk

Top Tweeters in G6:
@irialume
@manuvarsss
@fasosamaldonado
@lauradelialuque
@barripdmx
@maccobo
@cleopatroll
@lulu_spica
@leisy85645727
@miguel_cnar

Top Tweeters in G7:
@peaceful1979
@fantasticlife
@fahmisidris
@notmynypd
@jamesmarsh79
@kimotok
@don_donaq
@enriquealopezm
@p__krish
@sugandhwafai

Top Tweeters in G8:
@pymesunidases
@albertoalcocer
@bichadecampo
@perbea123
@leikoleo
@imation4430
@oletna
@emiliobarredam
@vizca75
@desmarketinges

Top Tweeters in G9:
@gabriolaz
@nathfinancas
@pedro_barciela
@yurimarcal
@anarcopedagoga
@galodeluta
@tretanotrampo
@roberto36906126

Top Tweeters in G10:
@johnbreslin
@carlgomb
@plevy
@sumingkhoo
@johnmaeda
@michaelhogannui
@geoffmulgan