gephi, Twitter, 11/30/2021 5:55:01 AM, 267233


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gephi_2021-11-29_17-52-00.xlsx
gephi_2021-11-29_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
gephi via NodeXL https://bit.ly/3xE20Dn
@gephi
@bendobrown
@nodexl
@michaelbathurst
@thesikhanalyst
@mantalyb
@ozerkhalid
@cytoscape
@this0499154500
@chidambara09

Top hashtags:
#realsikhsagainstkhalistan
#sikhsrejectkhalistan
#gephi
#mediaresearchinstitute

Description:
Description
The graph represents a network of 555 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, 30 November 2021 at 01:52 UTC.

The requested start date was Tuesday, 30 November 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, 23-hour, 9-minute period from Tuesday, 16 November 2021 at 03:04 UTC to Monday, 29 November 2021 at 02:13 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 : 555
Unique Edges : 873
Edges With Duplicates : 1341
Total Edges : 2214
Number of Edge Types : 5
Tweet : 27
Replies to : 77
Mentions : 331
Retweet : 399
MentionsInRetweet : 1380
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.0301027900146843
Reciprocated Edge Ratio : 0.0584461867426942
Connected Components : 40
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 446
Maximum Edges in a Connected Component : 2064
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.833032
Graph Density : 0.00456304680131395
Modularity : 0.446478
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 555 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, 30 November 2021 at 01:52 UTC.

The requested start date was Tuesday, 30 November 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, 23-hour, 9-minute period from Tuesday, 16 November 2021 at 03:04 UTC to Monday, 29 November 2021 at 02:13 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:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266345
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266303
[4] https://gephi.org/
[2] https://drive.google.com/file/d/1sLTb1mObjbs7gwzfyHvMsGpEvexQLjN9/view
[2] 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
[1] https://gephi.github.io/
[1] https://twitter.com/pickover/status/1459539061236977666
[1] https://www.ecologyandsociety.org/vol11/iss2/art7/
[1] https://raw.githubusercontent.com/manuel-dileo/doctor-who-dataset/main/img/doctorwho-simplegraph-gephi.png
[1] https://twitter.com/ninagmol/status/1464160778458652673

Top URLs in Tweet in G1:
[1] https://www.ecologyandsociety.org/vol11/iss2/art7/
[1] https://twitter.com/BenDoBrown/status/1463314619297148928
[1] https://twitter.com/ninagmol/status/1464160778458652673
[1] https://twitter.com/GrandjeanMartin/status/1463781262636863496
[1] https://www.databulle.com/blog/random/gephi-ram.html
[1] https://github.com/gephi/gephi/wiki/OpenOrd
[1] https://twitter.com/techniqueoweek/status/1460414068171448325

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

Top URLs in Tweet in G3:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266345
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266303
[1] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G4:
[1] https://twitter.com/TheSikhAnalyst/status/1463410176560615428?t=_mKrkIEgvwXz92C7Bdy_-A&s=19

Top URLs in Tweet in G5:
[1] https://gephi.org/

Top URLs in Tweet in G7:
[1] https://networksciencelab.com/other/KyleRittenhouse.png
[1] https://www.freelancer.com/projects/MyFreelanceJobs_32171784.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/FlacsoMx/status/1463254791686168576
[1] https://gephi.github.io/

Top URLs in Tweet in G10:
[2] 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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[148] realsikhsagainstkhalistan
[148] sikhsrejectkhalistan
[19] gephi
[10] mediaresearchinstitute
[10] twitterresearchproject
[9] students
[9] postdocs
[8] nodexl
[6] socialnetworkanalyis
[6] datascience



Top Hashtags in Tweet in G1:
[6] datathonihadfk
[2] openaccess
[1] networkanalysis
[1] ediasporas
[1] navicrawler
[1] gephi
[1] nographs
[1] realsikhsagainstkhalistan
[1] sikhsrejectkhalistan

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

Top Hashtags in Tweet in G3:
[14] gephi
[10] mediaresearchinstitute
[10] twitterresearchproject
[8] nodexl
[6] socialnetworkanalyis
[5] datascience
[4] photography
[3] phdchat
[3] assam
[3] privacy

Top Hashtags in Tweet in G4:
[1] hinduphobic
[1] indianphobic
[1] realsikhsagainstkhalistan
[1] sikhsrejectkhalistan

Top Hashtags in Tweet in G7:
[2] gephi
[1] complexnetwork
[1] twitter
[1] kylerittenhousetrial
[1] computationalsocialscience
[1] datascience
[1] python
[1] networkx
[1] networkadministration
[1] socialnetworking

Top Hashtags in Tweet in G8:
[9] students
[9] postdocs
[1] preprints
[1] datavisualisation
[1] networkvisualisation
[1] gephi

Top Hashtags in Tweet in G10:
[2] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[355] gephi
[306] twitter
[299] used
[222] nodexl
[186] cytoscape
[185] ozerkhalid
[162] network
[156] data
[156] using
[153] bendobrown

Top Words in Tweet in G1:
[195] gephi
[149] twitter
[147] used
[147] nodexl
[147] reported
[146] cytoscape
[146] discrete
[146] tools
[146] exposing
[146] hindutva

Top Words in Tweet in G2:
[149] network
[147] bendobrown
[147] data
[147] using
[146] captured
[146] twitter
[146] api
[146] three
[146] tags
[146] used

Top Words in Tweet in G3:
[45] gephi
[38] docassar
[38] michaelbathurst
[30] nodexl
[27] congosto
[25] socialelephants
[25] nicolasbchb
[22] runclouds
[15] this0499154500
[15] allhoff_joachim

Top Words in Tweet in G4:
[41] gephi
[40] ozerkhalid
[40] nodexl
[40] cytoscape
[39] hinduecosystem_
[39] kapilmishra_ind
[39] britindianvoice
[39] preetkgillmp
[38] reachind_uk
[28] tandhesi

Top Words in Tweet in G5:
[10] marcowenjones
[10] gephi
[5] 13
[5] small
[5] update
[5] asked
[5] orange
[5] blob
[5] map
[5] george

Top Words in Tweet in G6:
[6] kdi_kenya
[6] social
[5] faithatron
[5] kclgeography
[5] gahuya
[5] wanderaamos
[5] allanouko
[5] pascalkipkembo2
[5] wigiske
[5] geosociety_ke

Top Words in Tweet in G7:
[15] gephi
[3] network
[3] analysis
[3] open
[2] ask
[2] june
[2] 2018
[2] landscape
[2] need
[2] yang

Top Words in Tweet in G8:
[9] #students
[9] #postdocs
[9] analyse
[9] visualise
[9] networks
[9] interested
[9] volunteering
[9] time
[8] biophysicscolab
[8] expert

Top Words in Tweet in G9:
[16] herramientas
[16] bots
[16] gephi
[14] venceslav
[9] hallaron
[9] menciona
[8] quieren
[8] convencer
[8] usando
[8] red

Top Words in Tweet in G10:
[3] studies
[3] show
[3] 65
[3] written
[3] content
[3] better
[3] remembered
[3] displayed
[3] visually
[3] visualizing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[203] gephi,nodexl
[186] nodexl,cytoscape
[149] data,using
[149] used,gephi
[148] captured,data
[148] using,twitter
[148] twitter,api
[148] api,three
[148] three,tags
[148] tags,used

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

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

Top Word Pairs in Tweet in G3:
[25] congosto,nicolasbchb
[23] gephi,docassar
[23] docassar,socialelephants
[22] socialelephants,michaelbathurst
[22] michaelbathurst,congosto
[16] gephi,nodexl
[16] nodexl,gephi
[13] nicolasbchb,arcelinobsilva
[10] arcelinobsilva,runclouds
[10] #mediaresearchinstitute,#twitterresearchproject

Top Word Pairs in Tweet in G4:
[40] gephi,nodexl
[40] nodexl,cytoscape
[39] ozerkhalid,gephi
[39] cytoscape,hinduecosystem_
[39] hinduecosystem_,kapilmishra_ind
[39] britindianvoice,preetkgillmp
[28] preetkgillmp,tandhesi
[25] kapilmishra_ind,britindianvoice
[24] reachind_uk,ozerkhalid
[17] tandhesi,scukoffi

Top Word Pairs in Tweet in G5:
[5] 13,small
[5] small,update
[5] update,asked
[5] asked,orange
[5] orange,blob
[5] blob,map
[5] map,george
[5] george,gammon
[5] gammon,see
[5] see,screenshot

Top Word Pairs in Tweet in G6:
[5] kdi_kenya,faithatron
[5] faithatron,kclgeography
[5] kclgeography,gahuya
[5] gahuya,wanderaamos
[5] wanderaamos,allanouko
[5] allanouko,pascalkipkembo2
[5] pascalkipkembo2,wigiske
[5] wigiske,geosociety_ke
[5] geosociety_ke,social
[4] mantalyb,kdi_kenya

Top Word Pairs in Tweet in G7:
[2] june,2018
[2] help,gephi
[2] gephi,network
[2] network,analysis
[2] gephi,open
[2] open,graph
[2] graph,viz
[2] viz,platform

Top Word Pairs in Tweet in G8:
[9] #students,#postdocs
[9] #postdocs,analyse
[9] analyse,visualise
[9] visualise,networks
[9] networks,interested
[9] interested,volunteering
[9] volunteering,time
[8] biophysicscolab,#students
[8] time,expert

Top Word Pairs in Tweet in G9:
[8] quieren,convencer
[8] convencer,usando
[8] usando,herramientas
[8] herramientas,hallaron
[8] hallaron,red
[8] red,bots
[8] bots,mostrando
[8] mostrando,bonitos
[8] bonitos,grafos
[8] grafos,hechos

Top Word Pairs in Tweet in G10:
[3] studies,show
[3] show,65
[3] 65,written
[3] written,content
[3] content,better
[3] better,remembered
[3] remembered,displayed
[3] displayed,visually
[3] visually,visualizing
[3] visualizing,guide

Top Replied-To
Top Replied-To in Entire Graph:
@_sandrinha_
@seinecle
@ozerkhalid
@bendobrown
@marcowenjones
@fritz_orwell
@docassar
@yatafsm
@gabrielacaesar
@gnesa_llocs

Top Replied-To in G1:
@_sandrinha_
@seinecle
@bendobrown
@anderskmunk
@foursaig
@gephi_tutorials
@fabiomalini

Top Replied-To in G2:
@yatafsm

Top Replied-To in G3:
@fritz_orwell
@docassar
@runclouds
@reutsmichael1
@this0499154500
@michaelbathurst
@congosto

Top Replied-To in G4:
@ozerkhalid
@reachind_uk
@bendobrown

Top Replied-To in G5:
@marcowenjones
@drartanalytics
@hanscees
@mecavityjones
@oxforddiplomat
@sonis100

Top Replied-To in G6:
@kdi_kenya

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

Top Mentioned in G1:
@gephi
@nodexl
@cytoscape
@ozerkhalid
@grandjeanmartin
@jacomyma
@kembellec
@willcomuna
@techniqueoweek
@hinduecosystem_

Top Mentioned in G2:
@bendobrown
@gephi

Top Mentioned in G3:
@docassar
@michaelbathurst
@congosto
@gephi
@socialelephants
@nicolasbchb
@runclouds
@allhoff_joachim
@this0499154500
@arcelinobsilva

Top Mentioned in G4:
@gephi
@nodexl
@cytoscape
@hinduecosystem_
@kapilmishra_ind
@britindianvoice
@preetkgillmp
@reachind_uk
@ozerkhalid
@tandhesi

Top Mentioned in G5:
@marcowenjones
@goldentheratio
@hanscees
@dansanleeds
@mrgprestwich
@jamesfwells
@mattgubba
@leehurstcomic
@humanrights4uk

Top Mentioned in G6:
@faithatron
@kclgeography
@gahuya
@wanderaamos
@allanouko
@pascalkipkembo2
@wigiske
@geosociety_ke
@mantalyb
@kdi_kenya

Top Mentioned in G8:
@biophysicscolab

Top Mentioned in G9:
@venceslav

Top Mentioned in G10:
@gephi
@infogram
@rawgraphs
@datawrapper
@talkwalker

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@akuma_river
@mrproverbe
@ranask35
@mspadine
@torosytoritos54
@sommelier50
@dilawartalkies
@hearthacker41

Top Tweeters in G1:
@oye440
@wayneodera
@stella1n
@keithpius
@suzannah_baron
@n__abdullatif
@theosbarham256
@tashatashan5
@samebillz
@obaji_007

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

Top Tweeters in G3:
@chidambara09
@mrproverbe
@shoutmgb
@michaelbathurst
@datasciencebot_
@teachertoolkit
@braincures
@openscitalk
@douglas86736732
@rstats4ds

Top Tweeters in G4:
@thequint
@autovega
@manni_1986
@raokumbh
@thewire_in
@ramkumariramsu1
@sikhfeduk
@swastika_di
@newslaundry
@wishudelhi

Top Tweeters in G5:
@akuma_river
@conloncharles
@zoka64620384
@hanscees
@pozzywozzy
@marcowenjones
@oxforddiplomat
@now_its_nora
@leehurstcomic
@dansanleeds

Top Tweeters in G6:
@google
@kclgeography
@esriea
@arcgisonline
@gahuya
@faithatron
@wigiske
@kdi_kenya
@allanouko
@mantalyb

Top Tweeters in G7:
@collegemenfess
@freelancejobrss
@olafanakrajin
@joktugfess
@ykrrr_n
@dr4yum
@molleeenn
@masaruy810
@oliveoilrocks1
@sharratu_ellieb

Top Tweeters in G8:
@anthonyc1nash
@mrebukka
@sobla_biof
@sangyoung123go1
@blackinbiophys
@lesleyanson
@labpless
@scietyhq
@biophysicscolab

Top Tweeters in G9:
@torosytoritos54
@juliosergio00
@gmonalvo
@voyatientas
@aristareyes
@venceslav
@tuzo_raul
@pilardelamaza1
@snarkyc4t

Top Tweeters in G10:
@talkwalker
@infogram
@aswaintyler
@datawrapper
@rawgraphs