gephi, Twitter, 10/23/2019 4:56:24 PM, 213968


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gephi_2019-10-23_09-32-40.xlsx
gephi_2019-10-23_09-32-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 23, 2019
Short Description:
gephi via NodeXL http://bit.ly/2BB1jyD
@gephi
@chidambara09
@bendobrown
@bernardamus
@infoditex
@fortext_catma
@docassar
@socialelephants
@ninesgutierrez
@congosto

Top hashtags:
#gephi
#graphes
#bigdata
#ai
#iot
#dataviz
#finserv
#futureofwork
#importante

Description:
Description
The graph represents a network of 421 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, 23 October 2019 at 16:32 UTC.

The requested start date was Wednesday, 23 October 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 13-day, 20-hour, 56-minute period from Wednesday, 09 October 2019 at 00:22 UTC to Tuesday, 22 October 2019 at 21:18 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209537
[4] https://medium.com/@erin_gallagher/honduras-network-visualizations-of-johbots-909bdda5adc0
[4] https://gephi.org/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212232
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212687
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212355
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213299
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212512
[2] https://arxiv.org/abs/1810.08473
[2] https://gephi.org

Top URLs in Tweet in G1:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209537
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212355
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212232
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212687
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213299
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212512
[1] https://digitacy.com/visualizing-ecommerce-website-structures-100m-pages-crawled/
[1] https://powerbi.microsoft.com/en-us/
[1] https://www.smrfoundation.org/nodexl/

Top URLs in Tweet in G3:
[2] https://arxiv.org/abs/1810.08473
[1] https://bl.ocks.org/mbostock/1667139

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209537
[1] https://github.com/seinecle/gephi-tutorials/blob/master/src/main/asciidoc/en/plugins/twitter-streaming-importer-en.adoc

Top URLs in Tweet in G5:
[1] https://twitter.com/BenDoBrown/status/1168897466810454016?s=20

Top URLs in Tweet in G6:
[2] https://i0.wp.com/margaretgalvan.org/wp-content/uploads/2015/11/Galvan-Gephi-WomaNews1.png
[1] https://noduslabs.com/courses/network-visualization-and-analysis-with-gephi/#.XZ5Aa86isAk.twitter
[1] https://noduslabs.com/cases/gexf-viewer-visualize-share-graphs/?fbclid=IwAR3uudPvrpWPTWvDQMgS3sVLHmWzkstHB-MnjHmc8SdmGQDn-kVhqJfGxKU
[1] https://duo.com/blog/mapping-social-networks-with-gephi
[1] https://dr.jenniferisasi.com/projects/2_red_almodovar/
[1] https://www.freelancer.com/projects/python/Gephi-graphs-21749819.html
[1] https://gephi.org/
[1] https://github.com/gephi/gephi/wiki/Fruchterman-Reingold
[1] https://twitter.com/sergiospagnuolo/status/1184206282917580801
[1] https://jdk.java.net/13/

Top URLs in Tweet in G8:
[1] http://forum-gephi.org/viewtopic.php?t=2763
[1] http://t-hoarder.com/

Top URLs in Tweet in G9:
[1] https://fortext.net/routinen/lehrmodule/netzwerkanalyse-mit-gephi-lehren
[1] https://www.youtube.com/watch?v=kQFsy_StbK8&t=15s

[1] https://twitter.com/fortext_catma/status/1186213089018044416
[1] https://twitter.com/fortext_catma/status/1184773554753167360

Top URLs in Tweet in G10:
[4] https://medium.com/@erin_gallagher/honduras-network-visualizations-of-johbots-909bdda5adc0
[1] https://algobeans.com/2016/04/12/network-graphs-where-will-your-country-stand-in-world-war-iii/

Top Domains
Top Domains in Tweet in Entire Graph:
[23] nodexlgraphgallery.org
[8] twitter.com
[7] gephi.org
[4] medium.com
[4] youtube.com
[2] github.com
[2] arxiv.org
[2] wp.com
[2] noduslabs.com
[1] academia.edu

Top Domains in Tweet in G1:
[22] nodexlgraphgallery.org
[1] digitacy.com
[1] microsoft.com
[1] smrfoundation.org

Top Domains in Tweet in G3:
[2] arxiv.org
[1] ocks.org

Top Domains in Tweet in G4:
[1] nodexlgraphgallery.org
[1] github.com

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

Top Domains in Tweet in G6:
[2] noduslabs.com
[2] wp.com
[2] twitter.com
[2] youtube.com
[1] duo.com
[1] jenniferisasi.com
[1] freelancer.com
[1] gephi.org
[1] github.com
[1] java.net

Top Domains in Tweet in G8:
[1] forum-gephi.org
[1] t-hoarder.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] fortext.net
[1] youtube.com

Top Domains in Tweet in G10:
[4] medium.com
[1] algobeans.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] gephi
[14] graphes
[13] bigdata
[13] ai
[13] iot
[10] dataviz
[9] finserv
[6] futureofwork
[5] importante
[5] machinelearning



Top Hashtags in Tweet in G1:
[13] bigdata
[13] ai
[13] iot
[9] gephi
[8] finserv
[6] futureofwork
[5] machinelearning
[4] datascience
[4] digital
[4] cnbc

Top Hashtags in Tweet in G3:
[2] almendralejo
[1] tidygraph
[1] igraph
[1] sna
[1] rstata
[1] socialnetworkanalysis
[1] dataviz
[1] gephi
[1] isko2019
[1] rt

Top Hashtags in Tweet in G4:
[3] disturbiosbarcelona
[1] saastock19

Top Hashtags in Tweet in G5:
[1] westpapua
[1] freewestpapua

Top Hashtags in Tweet in G6:
[2] dataviznet
[1] dh
[1] humanidadesdigitales
[1] devtober
[1] w2e
[1] dlfforum
[1] herramientas
[1] gráficos
[1] plataforma
[1] gephi

Top Hashtags in Tweet in G7:
[1] writingblackness

Top Hashtags in Tweet in G8:
[1] thanks
[1] womeninscience
[1] womenfounders
[1] thoarder
[1] hazelgaudet
[1] pioneer
[1] communication
[1] studies

Top Hashtags in Tweet in G9:
[5] digitalhumanities
[1] academictwitter
[1] dh

Top Hashtags in Tweet in G10:
[9] gephi
[5] importante
[5] dataviz
[1] partidonacional

Top Words
Top Words in Tweet in Entire Graph:
[95] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6627] Non-categorized Words
[6755] Total Words
[253] gephi
[72] nodexl
[48] network
[38] les
[37] twitter

Top Words in Tweet in G1:
[64] nodexl
[56] gephi
[25] docassar
[25] chidambara09
[16] smr_foundation
[14] socioviz
[14] mihkal
[13] #bigdata
[13] #ai
[13] #iot

Top Words in Tweet in G2:
[2] gephi
[2] s

Top Words in Tweet in G3:
[39] gephi
[10] khamisambusaidi
[9] saidalbusaidi
[9] saoud_albusaidi
[9] mo_balushi
[9] aksj19801
[9] aljohraht
[9] abdulmonama
[8] برنامج
[8] في

Top Words in Tweet in G4:
[4] gephi
[3] centro
[3] conversaciones
[3] twitter
[3] sobre
[3] #disturbiosbarcelona
[3] encontramos
[3] policia
[3] sanchezcastejon
[3] socialelephants

Top Words in Tweet in G5:
[32] bendobrown
[30] twitter
[28] network
[24] start
[23] investigation
[23] seen
[23] illustration
[23] already
[23] s
[23] visualisation

Top Words in Tweet in G6:
[27] gephi
[5] network
[4] python
[3] fun
[3] etc
[3] les
[3] et
[3] à
[3] more
[2] analytics

Top Words in Tweet in G7:
[2] back
[2] data
[2] gephi

Top Words in Tweet in G8:
[7] gephi
[4] congosto
[4] más
[3] nodos
[3] tienen
[2] tableaupublic
[2] algoritmo
[2] conexiones
[2] pablomp2p
[2] retuitearon

Top Words in Tweet in G9:
[18] fortext_catma
[17] dieses
[16] lehrmodul
[16] lehre
[15] nigelnagelneues
[15] steht
[15] euch
[15] unserer
[15] webseite
[15] bereit

Top Words in Tweet in G10:
[18] 3r1ng
[10] mapa
[9] #gephi
[7] between
[6] realizado
[6] gephi
[6] graph
[6] bilateral
[6] weapons
[6] transfers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] gephi,nodexl
[25] nodexl,gephi
[23] start,investigation
[23] investigation,seen
[23] seen,illustration
[23] illustration,twitter
[23] twitter,already
[23] already,s
[23] s,network
[23] network,visualisation

Top Word Pairs in Tweet in G1:
[27] gephi,nodexl
[20] nodexl,gephi
[16] gephi,chidambara09
[15] nodexl,nodexl
[11] nodexl,socioviz
[11] smr_foundation,mihkal
[9] #ai,#iot
[9] motorcycletwitt,gephi
[9] chidambara09,smr_foundation
[8] socioviz,nodexl

Top Word Pairs in Tweet in G3:
[9] saidalbusaidi,saoud_albusaidi
[9] saoud_albusaidi,mo_balushi
[9] mo_balushi,aksj19801
[9] aksj19801,aljohraht
[8] m_ahme669,saidalbusaidi
[6] التحليل,تم
[6] تم,عن
[6] abdulmonama,gephi
[5] aljohraht,abdulmonama
[5] khamisambusaidi,m_ahme669

Top Word Pairs in Tweet in G4:
[3] centro,conversaciones
[3] conversaciones,twitter
[3] twitter,sobre
[3] sobre,#disturbiosbarcelona
[3] #disturbiosbarcelona,encontramos
[3] encontramos,policia
[3] policia,sanchezcastejon
[2] socialelephants,gephi
[2] saastock,awsstartups
[2] awsstartups,nathanlatka

Top Word Pairs in Tweet in G5:
[23] start,investigation
[23] investigation,seen
[23] seen,illustration
[23] illustration,twitter
[23] twitter,already
[23] already,s
[23] s,network
[23] network,visualisation
[22] bendobrown,start
[4] unnatural,network

Top Word Pairs in Tweet in G6:
[2] gephi,graphs
[2] using,gephi
[2] gephi,plugin

Top Word Pairs in Tweet in G8:
[2] nodos,tienen
[2] tienen,más
[2] más,conexiones
[2] gephi,t_hoarder
[2] 4womeninscience,womeninsci

Top Word Pairs in Tweet in G9:
[15] nigelnagelneues,lehrmodul
[15] lehrmodul,steht
[15] steht,euch
[15] euch,unserer
[15] unserer,webseite
[15] webseite,bereit
[15] bereit,dieses
[15] dieses,mal
[15] mal,unterstützt
[15] unterstützt,lehre

Top Word Pairs in Tweet in G10:
[6] gephi,graph
[6] graph,bilateral
[6] bilateral,weapons
[6] weapons,transfers
[6] transfers,2006
[6] 2006,2015
[6] 2015,each
[6] each,node
[6] node,represents
[6] represents,country

Top Replied-To
Top Replied-To in Entire Graph:
@fcahen
@petitpixel29
@khamisambusaidi
@docassar
@gephi
@bendobrown
@grandjeanmartin
@rajapintaco
@jliski
@motorcycletwitt

Top Replied-To in G1:
@docassar
@gephi
@rajapintaco
@motorcycletwitt
@hudson_chatbots
@jacomyma

Top Replied-To in G2:
@3xacharm13
@ratpatrol15

Top Replied-To in G3:
@khamisambusaidi
@drravipatel
@ahmed_alhosni
@korompaiistvan
@janwillemtulp
@moritz_stefaner
@sdcrosby
@noduslabs
@arnicas
@anfalsqu

Top Replied-To in G4:
@barripdmx
@saastock

Top Replied-To in G5:
@bendobrown
@bellingcat
@robbeekmans

Top Replied-To in G7:
@drtmp

Top Replied-To in G8:
@congosto
@kimtricker
@almiiiron

Top Replied-To in G10:
@3r1ng

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@bendobrown
@nodexl
@chidambara09
@fortext_catma
@smr_foundation
@petitpixel29
@daneversailles
@docassar
@mihkal

Top Mentioned in G1:
@gephi
@chidambara09
@nodexl
@smr_foundation
@docassar
@mihkal
@jon_swords
@socioviz
@mikequindazzi
@digitacy

Top Mentioned in G2:
@v1llageldiot
@ghost_spencer
@ghost_kitty
@eriemom
@torcwoman
@happyhohunter
@james_2go
@kyberjack
@redduskyskies
@2020shoes

Top Mentioned in G3:
@gephi
@saidalbusaidi
@saoud_albusaidi
@mo_balushi
@aksj19801
@aljohraht
@abdulmonama
@m_ahme669
@ahmed_alhosni
@khamisambusaidi

Top Mentioned in G4:
@policia
@sanchezcastejon
@socialelephants
@gephi
@awsstartups
@nathanlatka
@dcancel
@aws_uki
@rgmcgrath
@cloudflare

Top Mentioned in G5:
@bendobrown
@gephi
@hpiedcoq
@robbeekmans

Top Mentioned in G7:
@markie_jay06
@drbhotchkins
@emanueljwatkins
@startwithgivens
@kyerachristine
@jerome_graham5
@trvel__
@ashleighwrites
@kimberlyewest
@aagrooms

Top Mentioned in G8:
@gephi
@tableaupublic
@pablomp2p
@t_hoarder
@congosto
@4womeninscience
@womeninsci
@phalax
@superwomanroja
@ahorapodemos

Top Mentioned in G9:
@fortext_catma
@jajrk
@gephi

Top Mentioned in G10:
@3r1ng
@antibotshn
@danojbt

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@evankirstel
@chidambara09
@ottlegalrebels
@richardcalhoun
@data_nerd
@cybersec_feeds
@grattonboy
@grattongirl
@mjoehlerich

Top Tweeters in G1:
@gamergeeknews
@evankirstel
@chidambara09
@ottlegalrebels
@cybersec_feeds
@mjoehlerich
@jeremyhl
@ipfconline1
@fmfrancoise
@wil_bielert

Top Tweeters in G2:
@sagarcher
@larryhumphries1
@kevasrobert
@spooner_47
@tigertomjr
@torcwoman
@richard_stands
@awulkimberly
@rushvillerockit
@evenbrokerroca

Top Tweeters in G3:
@arnicas
@idowuolawoye
@mo_balushi
@saidalbusaidi
@janwillemtulp
@moritz_stefaner
@bioinformer
@aljohraht
@twitter
@ahmed_alhosni

Top Tweeters in G4:
@lasextatv
@semrush
@digitalogi
@psoe
@barripdmx
@bernardamus
@guardiacivil
@manningbooks
@cloudflare
@gabrielrufian

Top Tweeters in G5:
@richardcalhoun
@lizdolphinfluff
@napiez
@solhog
@mig30m6
@sabinenamba
@cgoinggal
@propornot
@jensutt6971
@efreemanart

Top Tweeters in G6:
@gauravsabnis
@myself_twi
@followlori
@askubuntumemes
@unaschelitas
@hekabeohnename
@oshma
@antifa_saboteur
@python_import
@cm3

Top Tweeters in G7:
@drbhotchkins
@startwithgivens
@drlaurenmims
@emanueljwatkins
@trvel__
@subannurcooley
@jidebam
@markie_jay06
@violafaithe90
@kyerachristine

Top Tweeters in G8:
@ahorapodemos
@xaviconde
@ninesgutierrez
@juansotoivars
@laczynaspilka
@congosto
@pablomp2p
@superwomanroja
@flugbeiler
@t_hoarder

Top Tweeters in G9:
@v_i_o_l_a
@ferli90
@stabihh
@digtalhumanatee
@fdmhildesheim
@dhbbaw
@christof77
@fidromanistik
@runauei9
@stefandumont

Top Tweeters in G10:
@fuerajohrata
@redsonjabelit
@assertlan
@millennialpriml
@3r1ng
@zaron5551
@antibotshn
@wingulls_r
@catracho146
@richardhofmeier


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