gephi, Twitter, 9/25/2019 4:35:17 PM, 210977


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gephi_2019-09-25_09-32-40.xlsx
gephi_2019-09-25_09-32-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2019
Short Description:
gephi via NodeXL http://bit.ly/2n7Rl3J
@gephi
@bendobrown
@mihkal
@chidambara09
@belle_lopez
@sjcporter
@netwarsystem
@kajkunnas
@realshawneib
@ag74763313

Top hashtags:
#sacktomwatson
#bigdata
#ai
#iot
#cybersécurité
#gephi
#futureofwork
#finserv
#purduedh

Description:
Description
The graph represents a network of 309 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 Wednesday, 25 September 2019 at 16:32 UTC.

The requested start date was Wednesday, 25 September 2019 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 12-day, 18-hour, 51-minute period from Wednesday, 11 September 2019 at 15:02 UTC to Tuesday, 24 September 2019 at 09:54 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 : 309
Unique Edges : 389
Edges With Duplicates : 399
Total Edges : 788
Number of Edge Types : 3
Replies to : 91
Mentions : 671
Tweet : 26
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0562770562770563
Reciprocated Edge Ratio : 0.10655737704918
Connected Components : 42
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 626
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.295991
Graph Density : 0.00512755852561678
Modularity : 0.521783
NodeXL Version : 1.0.1.419

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=209537
[5] https://www.shoantel.com/proj/acm-ht/2018/index.html#Industrial%20Strength%20Hypermedia:%20Requirements%20for%20a%20Large%20Engineering%20Enterprise
[3] https://gephi.org/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209909
[2] https://www.readr.tw/post/2028?utm_source=newsletter&utm_campaign=20190919
[2] https://drive.google.com/file/d/1RBKFjv8SCQOSUmVamHajN1-kF9C25zl-/view?usp=sharing
[1] https://www.kaggle.com/wcukierski/enron-email-dataset
[1] http://snap.stanford.edu/
[1] https://panprc.hypotheses.org/384
[1] https://gephi.org/features/

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209537
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209909
[2] https://drive.google.com/file/d/1RBKFjv8SCQOSUmVamHajN1-kF9C25zl-/view?usp=sharing

Top URLs in Tweet in G2:
[1] https://www.linkedin.com/slink?code=gQyrApk
[1] https://twitter.com/rmaranhao/status/1173980488849121282
[1] https://twitter.com/stuartjameslord/status/1173719390887514118
[1] https://data-break.shinyapps.io/candidates-2019-dash/

Top URLs in Tweet in G4:
[1] https://github.com/NetwarSystem/NetwarSystem/blob/master/tw-mkgml2
[1] http://netwarsystem.com/2019/09/15/mixed-n-u-t-s/
[1] https://makeadverbsgreatagain.org/
[1] https://medium.com/@erin_gallagher/qanon-automation-draft-6ef2739df7f0

Top URLs in Tweet in G6:
[1] http://Gephi.org
[1] https://twitter.com/rsmahabir/status/1172553807097581569

Top URLs in Tweet in G9:
[1] https://twitter.com/SlickRockWeb/status/1174774818723569665

Top URLs in Tweet in G10:
[1] https://www.seomix.fr/utilisation-avancee-gephi/
[1] https://twitter.com/modubyk/status/1146098600751108096
[1] https://github.com/plotly/dash-cytoscape
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] sacktomwatson
[11] bigdata
[10] ai
[10] iot
[8] cybersécurité
[6] gephi
[5] futureofwork
[5] finserv
[5] purduedh
[4] healthcare



Top Hashtags in Tweet in G1:
[10] ai
[10] iot
[10] bigdata
[5] futureofwork
[5] finserv
[4] healthcare
[3] ml
[3] 4ir
[3] influencers
[3] fintech

Top Hashtags in Tweet in G2:
[8] cybersécurité
[2] purduedh
[1] ces2019
[1] ia
[1] bigdata
[1] innovation
[1] datavizualization
[1] veille
[1] cybersecurity
[1] rgpd

Top Hashtags in Tweet in G3:
[2] purduedh
[1] gephi

Top Hashtags in Tweet in G4:
[3] qanon
[1] dataviz

Top Hashtags in Tweet in G7:
[14] sacktomwatson
[1] peoplespmqs

Top Hashtags in Tweet in G9:
[1] trudeaublackface
[1] scheerhypocrisy
[1] polcan
[1] cdnpoli

Top Hashtags in Tweet in G10:
[2] is434
[1] purduedh

Top Words
Top Words in Tweet in Entire Graph:
[136] Words in Sentiment List#1: Positive
[39] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4862] Non-categorized Words
[5037] Total Words
[213] gephi
[74] nodexl
[44] twitter
[31] network
[27] mihkal

Top Words in Tweet in G1:
[71] nodexl
[51] gephi
[27] mihkal
[27] socioviz
[24] smr_foundation
[20] chidambara09
[16] mikequindazzi
[14] jeremyhl
[14] unosml
[14] gamergeeknews

Top Words in Tweet in G2:
[38] gephi
[16] sur
[10] et
[10] é
[9] twitter
[9] visibrain
[8] identifier
[8] des
[8] signaux
[8] faibles

Top Words in Tweet in G3:
[13] bendobrown
[13] gephi
[12] hamlet
[11] nodes
[10] network
[7] twitter
[6] representation
[6] activity
[6] captured
[6] dots

Top Words in Tweet in G4:
[23] gephi
[15] graphistry
[11] rvawonk
[11] canadianglen
[10] netwarsystem
[9] jasminmuj
[8] eddyrobinson
[7] jessbots
[7] 3r1ng
[5] danielgallagher

Top Words in Tweet in G5:
[2] scarboroughjess
[2] cancerconnector
[2] henningwillers
[2] cd_fuller
[2] oncoalert
[2] _shankarsiva
[2] fumikochino
[2] percyleemd

Top Words in Tweet in G6:
[5] gephi
[4] dandhy_laksono
[3] adosfo
[3] di
[3] pake
[2] nephilaxmus
[2] ada
[2] kursusnya
[2] futurelearn
[2] kalau

Top Words in Tweet in G7:
[14] thread
[14] animation
[14] #sacktomwatson
[14] looks
[14] twitter
[14] through
[14] gephi
[14] closer
[14] look
[13] marcowenjones

Top Words in Tweet in G8:
[5] gephi
[4] را
[4] هم
[3] گراف
[3] که
[3] از
[2] zahrahb
[2] ahangari_reza
[2] motamedramin
[2] nazgol_nph

Top Words in Tweet in G9:
[12] gephi
[10] slickrockweb
[10] here
[10] network
[10] map
[10] 26700
[10] tweets
[10] related
[10] search
[10] query

Top Words in Tweet in G10:
[10] gephi
[5] graph
[3] network
[2] include
[2] #is434
[2] topic
[2] centrality
[2] fun
[2] actually
[2] mind

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] gephi,nodexl
[21] nodexl,socioviz
[19] nodexl,nodexl
[18] nodexl,gephi
[15] chidambara09,smr_foundation
[15] smr_foundation,mihkal
[15] socioviz,nodexl
[14] jeremyhl,unosml
[14] unosml,gamergeeknews
[14] gamergeeknews,mikequindazzi

Top Word Pairs in Tweet in G1:
[24] gephi,nodexl
[21] nodexl,socioviz
[19] nodexl,nodexl
[17] nodexl,gephi
[15] socioviz,nodexl
[15] chidambara09,smr_foundation
[15] smr_foundation,mihkal
[14] jeremyhl,unosml
[14] unosml,gamergeeknews
[14] gamergeeknews,mikequindazzi

Top Word Pairs in Tweet in G2:
[8] identifier,des
[8] des,signaux
[8] signaux,faibles
[8] faibles,sur
[8] sur,twitter
[8] twitter,focus
[8] focus,sur
[8] sur,les
[8] les,acteurs
[8] acteurs,français

Top Word Pairs in Tweet in G3:
[6] representation,twitter
[6] twitter,activity
[6] activity,captured
[6] captured,dots
[6] dots,nodes
[6] nodes,accounts
[6] accounts,lines
[5] unnatural,network
[5] network,spotted
[5] spotted,want

Top Word Pairs in Tweet in G4:
[11] rvawonk,canadianglen
[9] gephi,graphistry
[8] canadianglen,gephi
[7] eddyrobinson,rvawonk
[5] jasminmuj,jessbots
[5] jessbots,3r1ng
[5] 3r1ng,danielgallagher
[5] danielgallagher,conspirator0
[5] conspirator0,zellaquixote
[4] zellaquixote,r0zetta

Top Word Pairs in Tweet in G5:
[2] scarboroughjess,cancerconnector
[2] cancerconnector,henningwillers
[2] henningwillers,cd_fuller
[2] cd_fuller,oncoalert
[2] oncoalert,_shankarsiva
[2] _shankarsiva,fumikochino
[2] fumikochino,percyleemd

Top Word Pairs in Tweet in G6:
[2] adosfo,nephilaxmus
[2] nephilaxmus,dandhy_laksono
[2] dandhy_laksono,ada
[2] ada,kursusnya
[2] kursusnya,di
[2] di,futurelearn
[2] futurelearn,kalau
[2] kalau,mau
[2] mau,belajar
[2] belajar,visualisasi

Top Word Pairs in Tweet in G7:
[14] thread,animation
[14] animation,#sacktomwatson
[14] #sacktomwatson,looks
[14] looks,twitter
[14] twitter,through
[14] through,gephi
[14] gephi,closer
[14] closer,look
[13] marcowenjones,thread

Top Word Pairs in Tweet in G8:
[3] گراف,را
[2] zahrahb,ahangari_reza
[2] ahangari_reza,motamedramin
[2] motamedramin,nazgol_nph
[2] nazgol_nph,rezagho98544168
[2] rezagho98544168,yvg3s
[2] yvg3s,rza_mozfar
[2] rza_mozfar,yeki_yekdune
[2] yeki_yekdune,zahra_balasari
[2] zahra_balasari,sajjad14997

Top Word Pairs in Tweet in G9:
[10] here,gephi
[10] gephi,network
[10] network,map
[10] map,26700
[10] 26700,tweets
[10] tweets,related
[10] related,search
[10] search,query
[10] query,trudeau
[10] trudeau,blackface

Top Replied-To
Top Replied-To in Entire Graph:
@netwarsystem
@lmeyerov
@jasminmuj
@gephi
@kirstie_j
@larsiusprime
@eddyrobinson
@mihkal
@docassar
@nodexl

Top Replied-To in G1:
@gephi
@nodexl
@mihkal
@docassar
@sitrafund
@kajkunnas
@socioviznet
@feteoze54
@fmfrancoise

Top Replied-To in G2:
@jannajoceli
@madelinanunez
@barripdmx
@neuralhacker
@jacobgroshek
@ginaluttrell
@visibrain
@ifeanyidiaye
@csantos
@theoneguilherme

Top Replied-To in G3:
@purepapua

Top Replied-To in G4:
@netwarsystem
@jasminmuj
@lmeyerov
@eddyrobinson
@realshawneib
@3r1ng

Top Replied-To in G5:
@scarboroughjess

Top Replied-To in G6:
@adosfo
@fyzhqm
@ismailfahmi

Top Replied-To in G8:
@zahrahb

Top Replied-To in G9:
@slickrockweb

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@nodexl
@smr_foundation
@mihkal
@socioviz
@chidambara09
@mikequindazzi
@jeremyhl
@unosml
@gamergeeknews

Top Mentioned in G1:
@nodexl
@gephi
@smr_foundation
@mihkal
@socioviz
@chidambara09
@mikequindazzi
@jeremyhl
@unosml
@gamergeeknews

Top Mentioned in G2:
@gephi
@visibrain
@g_sylvestre
@istecnico
@rmaranhao
@t_hoarder
@digitalmethods
@ciencia_pt
@lifeatpurdue
@collective_dh

Top Mentioned in G3:
@bendobrown
@third_ways_pu
@kicauanraktjat
@gana237
@mawarwiduri4
@2019_maju
@sapapuasankri
@fajarsuntara
@septianilisma
@belle_lopez

Top Mentioned in G4:
@gephi
@rvawonk
@canadianglen
@graphistry
@jessbots
@3r1ng
@jasminmuj
@danielgallagher
@conspirator0
@zellaquixote

Top Mentioned in G5:
@cancerconnector
@henningwillers
@cd_fuller
@oncoalert
@_shankarsiva
@fumikochino
@percyleemd
@cancerphysicist
@scarboroughjess
@mknoll

Top Mentioned in G6:
@dandhy_laksono
@nephilaxmus
@aulia_mumtaza
@adosfo
@billray2019
@anakkolong_
@wahabislokal
@badjanuswantara
@anitawahid
@alissawahid

Top Mentioned in G7:
@marcowenjones

Top Mentioned in G8:
@ahangari_reza
@motamedramin
@nazgol_nph
@rezagho98544168
@yvg3s
@rza_mozfar
@yeki_yekdune
@zahra_balasari
@sajjad14997
@fatiimasss

Top Mentioned in G9:
@slickrockweb
@justintrudeau
@ushadrons

Top Tweeters
Top Tweeters in Entire Graph:
@nosqldigest
@gamergeeknews
@chidambara09
@santchiweb
@stilgherrian
@partaisocmed
@corinneam
@squizzradical
@cybersec_feeds
@die_primel

Top Tweeters in G1:
@nosqldigest
@gamergeeknews
@chidambara09
@santchiweb
@yleuutiset
@jeremyhl
@fmfrancoise
@topcybernews
@hsfi
@bernardamus

Top Tweeters in G2:
@cybersec_feeds
@chanperco
@barripdmx
@olivcim
@professmoravec
@neo4j
@storrao
@lifeatpurdue
@sjnrth
@digtalhumanatee

Top Tweeters in G3:
@purepapua
@khirlani
@nonanonahendrix
@nona
@samsonfare
@essaykit
@kakrocky
@afredoazza
@bendobrown
@backself

Top Tweeters in G4:
@squizzradical
@thedoorokc
@rvawonk
@hautepop
@conspirator0
@zellaquixote
@3r1ng
@jasminmuj
@canadianglen
@stbridgetathena

Top Tweeters in G5:
@cd_fuller
@cancerconnector
@mknoll_md
@danforthcenter
@oncoalert
@tek_keller
@mghcancercenter
@percyleemd
@fumikochino
@_shankarsiva

Top Tweeters in G6:
@partaisocmed
@badjanuswantara
@alissawahid
@anakkolong_
@dandhy_laksono
@wahabislokal
@benanarifo
@anitawahid
@nephilaxmus
@fyzhqm

Top Tweeters in G7:
@jennifermjones
@nasser22820844
@skinmysunshine
@cabbagemittens
@marcowenjones
@nonsensebolloc1
@holtzbarbara
@jason_brown_
@juvejon
@kathrynsherloc3

Top Tweeters in G8:
@zahrahb
@fatiimasss
@bohlool_dana
@ahangari_reza
@nazgol_nph
@motamedramin
@rezagho98544168
@sajjad14997
@yvg3s
@rza_mozfar

Top Tweeters in G9:
@corinneam
@christinluvssno
@peopledied2vote
@ushadrons
@propornot
@rich_outlaw
@elliadventurer
@millennialpriml
@2kay2kay
@justintrudeau

Top Tweeters in G10:
@bigrideoncloud
@chainsawriot
@shibacow
@courierxiii
@saradwms
@dav_font
@fauxnetic
@projeto_enders
@holmes_liu
@austinwqy


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