gephi, Twitter, 12/7/2021 6:01:48 AM, 267818


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gephi_2021-12-06_18-24-32.xlsx
gephi_2021-12-06_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2021
Short Description:
gephi via NodeXL https://bit.ly/3dpxJyT
@gephi
@bendobrown
@this0499154500
@arcelinobsilva
@chidambara09
@nodexl
@michaelbathurst
@thesikhanalyst
@ozerkhalid
@cytoscape

Top hashtags:
#realsikhsagainstkhalistan
#sikhsrejectkhalistan
#gephi
#nodexl
#datathonihadfk

Description:
Description
The graph represents a network of 668 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 December 2021 at 02:25 UTC.

The requested start date was Tuesday, 07 December 2021 at 01:01 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 12-day, 12-hour, 29-minute period from Tuesday, 23 November 2021 at 14:51 UTC to Monday, 06 December 2021 at 03:20 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 : 668
Unique Edges : 1056
Edges With Duplicates : 1572
Total Edges : 2628
Number of Edge Types : 5
Tweet : 47
Replies to : 137
Retweet : 479
MentionsInRetweet : 1519
Mentions : 446
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0315594059405941
Reciprocated Edge Ratio : 0.0611877624475105
Connected Components : 51
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 535
Maximum Edges in a Connected Component : 2452
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.784177
Graph Density : 0.00374139277666556
Modularity : 0.411386
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 668 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 December 2021 at 02:25 UTC.

The requested start date was Tuesday, 07 December 2021 at 01:01 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 12-day, 12-hour, 29-minute period from Tuesday, 23 November 2021 at 14:51 UTC to Monday, 06 December 2021 at 03:20 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://inkdroid.org/2021/11/29/etudier/
[8] https://github.com/gephi/gephi/issues/2342
[7] https://gephi.org/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267417
[5] https://osintcombine.tools/
[5] https://github.com/pielco11/DOGE
[5] https://twitter.com/Gephi/status/1465328535208439808
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267233
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266345
[3] https://en.snapod.net/podcast-en/episode/1ac8689e/netfrix-ep11anyone-can-analyze-networks

Top URLs in Tweet in G1:
[1] https://twitter.com/BenDoBrown/status/1463314619297148928

Top URLs in Tweet in G2:
[1] https://en.wikipedia.org/wiki/Gephi

Top URLs in Tweet in G3:
[8] https://github.com/gephi/gephi/issues/2342
[3] https://en.snapod.net/podcast-en/episode/1ac8689e/netfrix-ep11anyone-can-analyze-networks
[2] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[2] https://twitter.com/Gephi/status/1465327751443984385
[1] https://ratethispodcast.com/netfrix
[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/Gephi/status/1429826665375535106
[1] https://twitter.com/GrandjeanMartin/status/1466335390130913281
[1] https://twitter.com/Gephi/status/1466791498645659650

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267417
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266345
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267233
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266303
[1] https://twitter.com/TheSikhAnalyst/status/1463410176560615428?t=_mKrkIEgvwXz92C7Bdy_-A&s=19
[1] https://twitter.com/Gephi/status/1465328535208439808

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

Top URLs in Tweet in G7:
[1] https://twitter.com/FlacsoMx/status/1463254791686168576
[1] https://gephi.github.io/
[1] https://twitter.com/Gephi/status/1465327751443984385
[1] https://twitter.com/Gephi/status/1465328535208439808

Top URLs in Tweet in G8:
[9] https://inkdroid.org/2021/11/29/etudier/

Top URLs in Tweet in G10:
[5] https://osintcombine.tools/
[5] https://github.com/pielco11/DOGE
[5] https://gephi.org/
[1] https://docs.alephdata.org/guide/building-out-your-investigation/network-diagrams
[1] https://time.graphics/
[1] https://avl.team/
[1] https://www.kaseware.com/
[1] https://platform.darktracer.com:5443/auth/realms/darktracer/protocol/openid-connect/auth?client_id=darktracer&state=5c2b14d4-ff6b-438a-9c60-fd6ccf7b9046&redirect_uri=https%3A%2F%2Fdarktracer.com%2F%3Fauth_callback%3D1&scope=openid&response_type=code&response_mode=query&prompt=none
[1] https://www.fivecast.com
[1] http://www.fmsinc.com/linkanalysis/

Top Domains
Top Domains in Tweet in Entire Graph:
[27] twitter.com
[15] nodexlgraphgallery.org
[13] github.com
[9] inkdroid.org
[8] gephi.org
[5] youtube.com
[5] osintcombine.tools
[3] snapod.net
[3] google.com
[2] wikipedia.org

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[1] wikipedia.org

Top Domains in Tweet in G3:
[11] twitter.com
[8] github.com
[5] youtube.com
[3] snapod.net
[1] ratethispodcast.com
[1] nocodefunctions.com
[1] wikipedia.org
[1] wordpress.com
[1] google.com
[1] ecologyandsociety.org

Top Domains in Tweet in G4:
[15] nodexlgraphgallery.org
[2] twitter.com

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

Top Domains in Tweet in G7:
[3] twitter.com
[1] github.io

Top Domains in Tweet in G8:
[9] inkdroid.org

Top Domains in Tweet in G10:
[5] osintcombine.tools
[5] github.com
[5] gephi.org
[1] alephdata.org
[1] time.graphics
[1] avl.team
[1] kaseware.com
[1] darktracer.com
[1] fivecast.com
[1] fmsinc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[153] realsikhsagainstkhalistan
[153] sikhsrejectkhalistan
[23] gephi
[7] nodexl
[7] datathonihadfk
[5] zonaba
[5] zonabu
[5] zonauang
[4] datavisualization
[3] netfrix



Top Hashtags in Tweet in G1:
[1] hinduphobic
[1] indianphobic

Top Hashtags in Tweet in G2:
[151] realsikhsagainstkhalistan
[151] sikhsrejectkhalistan
[1] realsikhs

Top Hashtags in Tweet in G3:
[10] gephi
[7] datathonihadfk
[3] netfrix
[2] openaccess
[2] help
[1] trendsetter
[1] fosdem
[1] helpinghand
[1] cantunsee
[1] ediasporas

Top Hashtags in Tweet in G4:
[7] gephi
[5] nodexl
[3] mediaresearchinstitute
[3] bigdata
[3] socialmedia
[2] datascience
[2] twitterresearchproject
[2] socialnetworkanalyis
[2] linux
[2] flutter

Top Hashtags in Tweet in G7:
[5] zonauang
[5] zonaba
[5] zonabu
[1] gephi
[1] purduedh

Top Words
Top Words in Tweet in Entire Graph:
[504] gephi
[309] used
[307] twitter
[226] nodexl
[195] ozerkhalid
[194] cytoscape
[174] data
[174] using
[172] network
[161] bendobrown

Top Words in Tweet in G1:
[186] gephi
[186] nodexl
[186] cytoscape
[185] ozerkhalid
[148] exposing
[147] used
[147] discrete
[147] tools
[147] hindutva
[147] bot

Top Words in Tweet in G2:
[155] bendobrown
[154] network
[152] data
[152] using
[151] captured
[151] twitter
[151] api
[151] three
[151] tags
[151] used

Top Words in Tweet in G3:
[203] gephi
[55] retreat
[39] totetmatt
[39] mathieubastian
[38] code
[37] we've
[32] tiagopeixoto
[29] sustainability
[25] jacomyma
[22] openrefine

Top Words in Tweet in G4:
[41] gephi
[37] nodexl
[28] michaelbathurst
[19] chidambara09
[19] docassar
[10] this0499154500
[10] top
[10] congosto
[10] ozerkhalid
[9] runclouds

Top Words in Tweet in G5:
[4] os
[3] lulaoficial
[3] podpahpodcast
[3] alencarbraga13
[3] ptbrasil
[3] pretozeze
[3] linsaquiles
[3] trickmonteiro
[3] midianinja
[3] em

Top Words in Tweet in G6:
[12] marcowenjones
[10] gephi
[7] 13
[7] small
[7] update
[7] asked
[7] orange
[7] blob
[7] map
[7] george

Top Words in Tweet in G7:
[23] gephi
[6] yang
[5] #zonauang
[5] #zonaba
[5] #zonabu
[4] software
[4] data
[4] reply
[4] aku
[3] open

Top Words in Tweet in G8:
[10] citation
[10] wrote
[9] visualizing
[9] networks
[9] back
[9] 2018
[9] small
[9] python
[9] program
[9] called

Top Words in Tweet in G9:
[4] voetnoot
[4] petradreis
[4] met
[4] gephi
[3] ik
[3] nog
[3] nodegoat

Top Words in Tweet in G10:
[5] kirbstr
[5] maltegohq
[5] free
[5] maltego
[5] dw
[4] intelligencequ6

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[200] gephi,nodexl
[187] nodexl,cytoscape
[153] twitter,api
[153] #realsikhsagainstkhalistan,#sikhsrejectkhalistan
[153] data,using
[152] captured,data
[152] using,twitter
[152] api,three
[152] three,tags
[152] tags,used

Top Word Pairs in Tweet in G1:
[186] gephi,nodexl
[186] nodexl,cytoscape
[147] used,gephi
[147] cytoscape,discrete
[147] discrete,tools
[147] tools,exposing
[147] exposing,hindutva
[147] hindutva,bot
[147] bot,troll
[147] troll,farms

Top Word Pairs in Tweet in G2:
[152] data,using
[151] captured,data
[151] using,twitter
[151] twitter,api
[151] api,three
[151] three,tags
[151] tags,used
[151] used,network
[151] network,#realsikhsagainstkhalistan
[151] #realsikhsagainstkhalistan,#sikhsrejectkhalistan

Top Word Pairs in Tweet in G3:
[29] code,sustainability
[29] sustainability,retreat
[15] day,code
[15] gephi,code
[14] antonin,delpeuch
[12] gephi,graphcommons
[11] totetmatt,eduramiba
[11] grandjeanmartin,gephi
[11] discussing,implement
[11] implement,undo

Top Word Pairs in Tweet in G4:
[13] gephi,nodexl
[12] nodexl,gephi
[8] gephi,docassar
[8] docassar,socialelephants
[8] congosto,nicolasbchb
[6] chidambara09,michaelbathurst
[6] nicolasbchb,arcelinobsilva
[5] top,hashtags
[5] socialelephants,michaelbathurst
[5] michaelbathurst,congosto

Top Word Pairs in Tweet in G5:
[3] lulaoficial,podpahpodcast
[3] podpahpodcast,alencarbraga13
[3] alencarbraga13,ptbrasil
[3] ptbrasil,pretozeze
[3] pretozeze,linsaquiles
[3] linsaquiles,trickmonteiro
[3] os,dados
[2] profseribeli,lulaoficial
[2] trickmonteiro,deputadofederal
[2] deputadofederal,midianinja

Top Word Pairs in Tweet in G6:
[7] 13,small
[7] small,update
[7] update,asked
[7] asked,orange
[7] orange,blob
[7] blob,map
[7] map,george
[7] george,gammon
[7] gammon,see
[7] see,screenshot

Top Word Pairs in Tweet in G7:
[5] #zonaba,#zonabu
[3] analisis,data
[3] ada,yang
[3] yang,ngerti
[3] ngerti,gephi
[3] gephi,gaak
[3] gaak,aku
[3] aku,mau
[3] mau,joktug
[3] #zonabu,#zonauang

Top Word Pairs in Tweet in G8:
[9] visualizing,citation
[9] citation,networks
[9] networks,back
[9] back,2018
[9] 2018,wrote
[9] wrote,small
[9] small,python
[9] python,program
[9] program,called
[9] called,étudier

Top Word Pairs in Tweet in G9:
[3] voetnoot,petradreis
[2] petradreis,ik
[2] met,gephi

Top Word Pairs in Tweet in G10:
[5] kirbstr,maltegohq
[5] maltegohq,free
[5] free,maltego
[5] maltego,dw
[4] intelligencequ6,kirbstr

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@totetmatt
@seinecle
@jacomyma
@_sandrinha_
@voetnoot
@ozerkhalid
@bendobrown
@anderskmunk
@grandjeanmartin

Top Replied-To in G1:
@ozerkhalid
@reachind_uk

Top Replied-To in G2:
@bendobrown
@yatafsm

Top Replied-To in G3:
@gephi
@totetmatt
@seinecle
@_sandrinha_
@jacomyma
@grandjeanmartin
@anderskmunk
@matterofstats
@logisima
@tripdatabase

Top Replied-To in G4:
@fritz_orwell
@docassar
@michaelbathurst
@ozerkhalid
@bendobrown
@runclouds
@reutsmichael1
@iservia
@iagua
@congosto

Top Replied-To in G5:
@profseribeli
@followlori
@inacioadelmo

Top Replied-To in G6:
@marcowenjones
@drartanalytics
@hanscees
@mecavityjones
@oxforddiplomat
@sonis100

Top Replied-To in G9:
@voetnoot

Top Replied-To in G10:
@kirbstr

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@nodexl
@cytoscape
@ozerkhalid
@bendobrown
@britindianvoice
@hinduecosystem_
@kapilmishra_ind
@preetkgillmp
@mathieubastian

Top Mentioned in G1:
@gephi
@nodexl
@cytoscape
@ozerkhalid
@hinduecosystem_
@kapilmishra_ind
@britindianvoice
@preetkgillmp
@reachind_uk
@tandhesi

Top Mentioned in G2:
@bendobrown
@gephi

Top Mentioned in G3:
@gephi
@mathieubastian
@tiagopeixoto
@totetmatt
@jacomyma
@openrefine
@grandjeanmartin
@eduramiba
@graphcommons
@tantlab

Top Mentioned in G4:
@gephi
@michaelbathurst
@chidambara09
@docassar
@nodexl
@this0499154500
@socialelephants
@congosto
@nicolasbchb
@ozerkhalid

Top Mentioned in G5:
@lulaoficial
@podpahpodcast
@alencarbraga13
@ptbrasil
@pretozeze
@linsaquiles
@trickmonteiro
@midianinja
@deputadofederal
@heldersalomao

Top Mentioned in G6:
@marcowenjones
@goldentheratio
@hanscees
@dansanleeds
@mrgprestwich
@jamesfwells
@mattgubba
@leehurstcomic
@humanrights4uk

Top Mentioned in G7:
@themoschiach

Top Mentioned in G8:
@edsu

Top Mentioned in G9:
@petradreis
@jeroenputtevils

Top Mentioned in G10:
@maltegohq
@intelligencequ6
@kirbstr

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@diraholanda
@ipythonistabot
@akuma_river
@dataaugmented
@fabriciosx
@mrproverbe
@ranask35
@mspadine
@emocionycambio

Top Tweeters in G1:
@oye440
@autovega
@wayneodera
@stella1n
@keithpius
@n__abdullatif
@suzannah_baron
@theosbarham256
@tashatashan5
@samebillz

Top Tweeters in G2:
@ranask35
@mspadine
@sommelier50
@dilawartalkies
@hearthacker41
@gr8india
@terajits
@kabirazad2017
@pararjs
@ranjona

Top Tweeters in G3:
@emocionycambio
@s_palm
@tripdatabase
@barripdmx
@monrodriguez
@ed
@damienpetermann
@matterofstats
@madamecurves
@xmacex

Top Tweeters in G4:
@chidambara09
@ipythonistabot
@mrproverbe
@fluttbot
@thequint
@caring_mobile
@shoutmgb
@salhaj
@michaelbathurst
@yazzy_321

Top Tweeters in G5:
@diraholanda
@ptbrasil
@pretozeze
@deputadofederal
@followlori
@midianinja
@trickmonteiro
@naosoumaismess
@fiscaldoibama
@linsaquiles

Top Tweeters in G6:
@akuma_river
@davieboy0906
@conloncharles
@zoka64620384
@hanscees
@pozzywozzy
@marcowenjones
@oxforddiplomat
@cawi_erin411
@now_its_nora

Top Tweeters in G7:
@olafanakrajin
@lucasofsunshine
@mbakseulgi
@jvstin_f
@timb_machine
@dr4yum
@wapamungkas
@ecozzo
@cawnci
@molleeenn

Top Tweeters in G8:
@isidroaguillo
@electricarchaeo
@edsu
@1n9r1d
@johnruss28
@anwagnerdreas
@borlafgis
@kathygallen
@rnarqueodigital

Top Tweeters in G9:
@yhoitink
@gerthuskens
@voetnoot
@svvandam
@petradreis
@jeroenputtevils
@ramonanegron

Top Tweeters in G10:
@kas_stoner
@akawombat42
@kirbstr
@ashokkrishna99
@maltegohq
@intelligencequ6