gephi, Twitter, 6/2/2020 4:14:39 AM, 228656


FAQ | Problem?

gephi_2020-06-01_18-28-51.xlsx
gephi_2020-06-01_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
gephi via NodeXL https://bit.ly/2MhfhLw
@gephi
@msfrpy
@mwosint
@steve12238317
@fiete_stegers
@louis_grn_
@bayer_julia
@emmanuelfreuden
@bertram_hill1
@ginger__t

Top hashtags:
#bcom4933_sp2020
#gephi
#neonazi
#osint
#python
#dataliteracy_oman
#5g
#qanon
#stopcovid

Description:
Description
The graph represents a network of 475 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, 02 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 02 June 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, 17-hour, 6-minute period from Tuesday, 19 May 2020 at 01:38 UTC to Monday, 01 June 2020 at 18:44 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 : 475
Unique Edges : 676
Edges With Duplicates : 602
Total Edges : 1278
Number of Edge Types : 5
Retweet : 140
MentionsInRetweet : 337
Tweet : 71
Replies to : 117
Mentions : 613
Self-Loops : 73
Reciprocated Vertex Pair Ratio : 0.0304878048780488
Reciprocated Edge Ratio : 0.0591715976331361
Connected Components : 74
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 235
Maximum Edges in a Connected Component : 848
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.019239
Graph Density : 0.00375305351987564
Modularity : 0.54968
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 475 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, 02 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 02 June 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, 17-hour, 6-minute period from Tuesday, 19 May 2020 at 01:38 UTC to Monday, 01 June 2020 at 18:44 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:
[4] https://github.com/congosto/t-hoarder_kit
[4] https://gephi.org/
[3] https://www.youtube.com/watch?v=WPDEcnUYkT4&feature=youtu.be

[3] http://gephi.org
[2] https://www.youtube.com/watch?v=gcfAT8aMxuQ&feature=youtu.be

[2] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[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
[2] https://figshare.com/articles/Mapping_the_Structure_of_the_Archaeological_Web/1008911
[2] https://fotografie2014.wordpress.com/twitter/
[2] http://www.martingrandjean.ch/gephi-introduction/

Top URLs in Tweet in G1:
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://dictatoralert.org/
[1] https://www.github.com/twintproject/twint
[1] http://www.geonames.org/

Top URLs in Tweet in G2:
[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
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://twitter.com/Alvisepf/status/1266489567395356672
[1] https://twitter.com/jacomyma/status/1233009406356414467
[1] https://medium.com/nightingale/https-medium-com-data-visualization-society-wedding-data-viz-36e7b9f4787f
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] https://twitter.com/i/moments/1187692983291916288
[1] http://fondato.Ci

Top URLs in Tweet in G3:
[1] https://github.com/musafir-py/bulkbotchecker
[1] https://medium.com/@musafir.py/self-learning-osint-5gcoronavirus-lessons-learned-from-analyzing-social-networks-part-2-92cca9431b87?sk=3cd36af96e867fe3db73b8d485bbb194
[1] http://www.socialnetworkharvester.de/umfrage/
[1] https://medium.com/@lorenzoromani/who-where-whomwith-wwww-a-facial-recognition-tool-for-image-based-data-gathering-and-graph-dd8f2b13c279

Top URLs in Tweet in G4:
[1] http://chorusanalytics.co.uk/manuals/Tweetcatcher%20user%20guide_v1.3.x.pdf
[1] https://gephi.org/users/download/

Top URLs in Tweet in G5:
[2] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] http://www.youtube.com/
[1] https://drive.google.com/file/d/1UwIxSODzyhdTxJavi382__HRnmKu7DX8/view?usp=sharing
[1] https://drive.google.com/file/d/12SX2vQVrHf3iBgP42KcmgQlGrLzXVoa6/view?usp=sharing
[1] https://www.linkedin.com/slink?code=eGjJ-iE
[1] https://cartorezo.wordpress.com/2020/04/27/polemique-stopcovid-sur-twitter-un-debat-dexperts-ou-les-politiques-narrivent-pas-a-convaincre/

Top URLs in Tweet in G6:
[1] https://www.louisjarvers.de/projects

Top URLs in Tweet in G7:
[1] https://www.cdcs.ed.ac.uk/funding/bursary-guidance-notes
[1] https://twitter.com/MrPhileas/status/1263725076085723137
[1] https://twitter.com/drkhowells/status/1261239398638764032
[1] https://www.youtube.com/watch?v=VpUNDRkL4pw

[1] https://www.bellingcat.com/news/2020/05/05/uncovering-a-pro-chinese-government-information-operation-on-twitter-and-facebook-analysis-of-the-milesguo-bot-network/
[1] https://lucahammer.com/2020/02/26/intel-i5-4670k-vs-ryzen-r9-3900x-gephi-pandas-and-python/
[1] https://twitter.com/jkbren/status/1266068672805814273

Top URLs in Tweet in G8:
[3] https://www.youtube.com/watch?v=WPDEcnUYkT4&feature=youtu.be

[3] http://gephi.org
[2] https://www.youtube.com/watch?v=gcfAT8aMxuQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=2FqM4gKeNO4&feature=youtu.be

[1] https://en.m.wikipedia.org/wiki/Gephi
[1] https://svgshare.com/i/L5K.svg
[1] https://twitter.com/emanaali_/status/1261037059181027335
[1] https://gephi.org
[1] https://gephi.org/
[1] https://datastudio.google.com/navigation/reporting

Top URLs in Tweet in G9:
[1] https://retuiteando.com/analizamos-una-campana-gigante-de-la-izquierda-en-twitter-elvirussoisvoxotros/

Top Domains
Top Domains in Tweet in Entire Graph:
[11] youtube.com
[9] gephi.org
[8] twitter.com
[8] github.com
[4] google.com
[3] wordpress.com
[3] medium.com
[2] benjaminstrick.com
[2] talkwalker.com
[2] figshare.com

Top Domains in Tweet in G1:
[2] wordpress.com
[1] dictatoralert.org
[1] github.com
[1] geonames.org

Top Domains in Tweet in G2:
[3] twitter.com
[2] talkwalker.com
[2] martingrandjean.ch
[1] medium.com
[1] youtube.com
[1] fondato.ci

Top Domains in Tweet in G3:
[2] medium.com
[1] github.com
[1] socialnetworkharvester.de

Top Domains in Tweet in G4:
[1] co.uk
[1] gephi.org

Top Domains in Tweet in G5:
[2] google.com
[2] benjaminstrick.com
[1] youtube.com
[1] linkedin.com
[1] wordpress.com

Top Domains in Tweet in G6:
[1] louisjarvers.de

Top Domains in Tweet in G7:
[3] twitter.com
[1] ac.uk
[1] youtube.com
[1] bellingcat.com
[1] lucahammer.com

Top Domains in Tweet in G8:
[6] youtube.com
[5] gephi.org
[1] wikipedia.org
[1] svgshare.com
[1] twitter.com
[1] google.com

Top Domains in Tweet in G9:
[1] retuiteando.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] bcom4933_sp2020
[29] gephi
[21] neonazi
[19] osint
[18] python
[15] dataliteracy_oman
[12] 5g
[12] qanon
[9] stopcovid
[5] cashinvestigation



Top Hashtags in Tweet in G1:
[4] twitterresearchproject
[2] nodexl
[2] gephi
[2] datascience
[2] rstats
[2] qgis
[2] osint
[1] photography
[1] 5g
[1] qanon

Top Hashtags in Tweet in G2:
[4] gephi
[3] teasing
[3] twitterstreamingimporter
[2] 30diasdegraficos
[2] rstats
[2] dsm20
[2] sna
[2] dataviz
[1] cloacagate
[1] twitterisoverparty

Top Hashtags in Tweet in G3:
[16] osint
[16] python
[11] 5g
[11] qanon
[4] gephi
[1] german
[1] neonazi
[1] ironmarch
[1] networkanalysis
[1] freezingdata

Top Hashtags in Tweet in G5:
[9] stopcovid
[5] cashinvestigation
[2] dataviz
[2] scraping
[2] twitter
[1] politiikka
[1] äärioikeisto
[1] privacy
[1] frenchtech
[1] tracking

Top Hashtags in Tweet in G6:
[20] neonazi
[2] gephi
[2] german
[2] ironmarch
[2] networkanalysis
[1] leak
[1] discord
[1] fcknzs
[1] osint
[1] altright

Top Hashtags in Tweet in G7:
[2] gephi
[1] onlinecourse
[1] genderapi
[1] šílenýsoft
[1] jenpromě
[1] lemursuab
[1] juneteenth
[1] grateful
[1] solitude

Top Hashtags in Tweet in G8:
[52] bcom4933_sp2020
[15] dataliteracy_oman
[2] عمان_تواجه_كورونا
[1] bcom433_sp2020
[1] يوم_التمريض_العالمي

Top Hashtags in Tweet in G9:
[3] elvirussoisvoxotros
[1] gephi

Top Hashtags in Tweet in G10:
[1] bibliometrix
[1] vosviewer
[1] igraph

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[17] bibken
[17] hpiedcoq
[17] capteurso
[17] sector035
[16] fiete_stegers
[15] secevangelism
[14] bayer_julia
[14] katyanton
[14] owasp
[12] owaspcontrols

Top Words in Tweet in G2:
[36] gephi
[12] amelaaay
[12] uclouvain_be
[12] cental_ucl
[12] vincentblondel
[10] marcelsel
[7] devironl
[5] show
[5] choix
[5] été

Top Words in Tweet in G3:
[27] bot
[20] gephi
[16] #osint
[16] #python
[14] msfrpy
[13] tools
[12] more
[11] part
[11] self
[11] learning

Top Words in Tweet in G4:
[6] borsamat
[6] ilariabifarini
[6] francescatotolo
[6] cesaresacchetti
[6] davidmilletti
[6] intuslegens
[6] fdragoni
[4] ag_77777
[3] minutemanitaly
[3] mezzorainp

Top Words in Tweet in G5:
[16] analyse
[14] twitter
[12] g_sylvestre
[9] échanges
[9] l'application
[9] #stopcovid
[9] avril
[9] mai
[9] 2020
[9] cédric

Top Words in Tweet in G6:
[20] messages
[20] #neonazi
[18] louis_grn_
[18] mesmerizing
[18] watch
[18] disgusting
[18] know
[18] exists
[18] million
[18] discord

Top Words in Tweet in G7:
[18] gephi
[6] twitter
[2] 10
[2] neo4j
[2] tout
[2] inkscape
[2] screenshot
[2] data
[2] 00
[2] friday

Top Words in Tweet in G8:
[79] gephi
[52] #bcom4933_sp2020
[37] data
[25] netlytic
[25] network
[22] miaadmahrouqi
[20] software
[19] و
[16] social
[15] analysis

Top Words in Tweet in G9:
[4] mapa
[3] analizamos
[3] campaña
[3] orquestada
[3] izquierda
[3] bajo
[3] hashtag
[3] #elvirussoisvoxotros
[3] línea
[3] temporal

Top Words in Tweet in G10:
[7] gephi
[6] rstudio
[5] urinvestigacion
[5] admonurosario
[5] scopus
[5] alancapellades
[4] xruiztru
[4] kenencio
[4] varlanolivier
[4] començar

Top Word Pairs
Top Word Pairs in Tweet in G2:
[17] amelaaay,uclouvain_be
[17] uclouvain_be,cental_ucl
[17] cental_ucl,vincentblondel
[16] vincentblondel,gephi
[15] marcelsel,amelaaay
[14] devironl,marcelsel
[14] studies,show
[13] show,65
[12] 65,written
[10] written,content

Top Word Pairs in Tweet in G3:
[12] part,self
[12] self,learning
[11] learning,#osint
[11] #osint,article
[10] article,more
[5] more,gephi
[4] gephi,#5g
[4] #5g,manga
[4] manga,japanese
[4] japanese,#qanon

Top Word Pairs in Tweet in G4:
[11] ilariabifarini,francescatotolo
[11] francescatotolo,cesaresacchetti
[11] cesaresacchetti,davidmilletti
[11] davidmilletti,intuslegens
[11] intuslegens,fdragoni
[11] borsamat,ag_77777
[11] ag_77777,ilariabifarini
[11] minutemanitaly,borsamat
[11] fdragoni,mezzorainp
[11] fdragoni,mezzorainpiu

Top Word Pairs in Tweet in G5:
[6] g_sylvestre,analyse
[6] analyse,échanges
[6] échanges,twitter
[6] twitter,l'application
[6] l'application,#stopcovid
[4] #stopcovid,avril
[4] avril,mai
[3] mai,2020
[3] 2020,cédric
[3] cédric,isolé

Top Word Pairs in Tweet in G6:
[12] mesmerizing,watch
[9] watch,disgusting
[9] disgusting,know
[9] know,exists
[9] exists,million
[9] million,messages
[9] messages,#neonazi
[9] #neonazi,discord
[9] discord,server
[9] server,published

Top Word Pairs in Tweet in G7:

Top Word Pairs in Tweet in G8:
[] data,studio
[] #bcom4933_sp2020,#dataliteracy_oman
[] gephi,#bcom4933_sp2020
[] gephi,open
[] open,source
[] برنامج,gephi
[] google,data
[] source,software
[] network,analysis
[] social,networks

Top Word Pairs in Tweet in G9:
[12] analizamos,campaña
[12] campaña,orquestada
[10] orquestada,izquierda
[10] izquierda,bajo
[10] bajo,hashtag
[10] hashtag,#elvirussoisvoxotros
[9] #elvirussoisvoxotros,línea
[8] línea,temporal
[8] temporal,mapa
[7] 1_ross_the_boss,analizamos

Top Word Pairs in Tweet in G10:
[3] scopus,rstudio
[3] alancapellades,xruiztru
[3] xruiztru,kenencio
[3] kenencio,varlanolivier
[3] urinvestigacion,admonurosario
[3] admonurosario,scopus
[3] rstudio,gephi
[3] jcortesanchez,urinvestigacion
[3] atlas,investigación
[2] investigación,administración

Top Replied-To
Top Replied-To in Entire Graph:
@miaadmahrouqi
@devironl
@gephi
@marcelsel
@borsamat
@oriojasp
@andresmolano
@arifai777
@ollybot_browne
@jacomyma

Top Replied-To in G1:
@secforcemonitor
@bayer_julia
@fiete_stegers
@bibken
@ginger__t
@bertram_hill1

Top Replied-To in G2:
@devironl
@marcelsel
@oriojasp
@gephi
@jacomyma
@ifeanyidiaye
@barripdmx
@alex_orlowski
@giach91

Top Replied-To in G3:
@p0lif3m0

Top Replied-To in G4:
@borsamat
@giovannimattana
@freakmanvirtue

Top Replied-To in G5:
@gephi
@twitter

Top Replied-To in G8:
@miaadmahrouqi
@abdualabri1996
@dxlal97

Top Replied-To in G10:
@jcortesanchez
@cardenalion_sar
@aniol
@alancapellades
@montsepallas

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@louis_grn_
@ddos
@hpiedcoq
@capteurso
@sector035
@bibken
@msfrpy
@fiete_stegers
@secevangelism

Top Mentioned in G1:
@hpiedcoq
@capteurso
@sector035
@bibken
@fiete_stegers
@secevangelism
@katyanton
@owasp
@bayer_julia
@owaspcontrols

Top Mentioned in G2:
@gephi
@amelaaay
@uclouvain_be
@cental_ucl
@vincentblondel
@marcelsel
@totetmatt
@cardejalo
@rubensancheztw
@jpastorre

Top Mentioned in G3:
@msfrpy
@phalanxforensik
@lorenzoromani
@louis_grn_
@botometer
@noneprivacy
@osintsupport
@forensico
@pipl_com
@dataminerio

Top Mentioned in G4:
@ilariabifarini
@francescatotolo
@cesaresacchetti
@davidmilletti
@intuslegens
@fdragoni
@borsamat
@ag_77777
@minutemanitaly

Top Mentioned in G5:
@g_sylvestre
@gephi
@bendobrown
@twitter
@visibrain
@nodexl
@socioviznet
@laloumo
@secou

Top Mentioned in G6:
@louis_grn_
@ddos
@ddosecrets

Top Mentioned in G8:
@miaadmahrouqi
@rxzan7
@nk1_ii
@wejdanalkharusi
@memo0o_97
@ahad_610_
@meem199s
@abdualabri1996
@emanaali_
@zoona_03

Top Mentioned in G9:
@1_ross_the_boss
@ldpsincomplejos
@pereira_hugo_
@elsrderecha
@ivaningrado
@mazzinguerzett1
@rodrigoddev13
@espartano533
@mariscalzabala
@ivanedlm

Top Mentioned in G10:
@rstudio
@gephi
@urinvestigacion
@admonurosario
@scopus
@xruiztru
@kenencio
@varlanolivier
@alancapellades
@aniol

Top Tweeters
Top Tweeters in Entire Graph:
@becaes_
@patriziarametta
@noadanioz
@ausoloda
@aristeguionline
@pennyb
@gumerealmadrid
@websecurityit
@marcelsel
@slackhq

Top Tweeters in G1:
@slackhq
@kas_stoner
@google
@muckrock
@larswienand
@iancoldwater
@firefox
@ubuntubot2075
@rstats4ds
@sla

Top Tweeters in G2:
@marcelsel
@erodrigo
@rubensancheztw
@claracampoamor1
@barripdmx
@juanavalos344
@talkwalker
@grandjeanmartin
@smmus
@seinecle

Top Tweeters in G3:
@websecurityit
@rdsweb
@jayeshmthakur
@blkhwk0ps
@akawombat42
@mobilef0rensics
@thb_stx
@shakirasecurity
@carolafrediani
@carloslannister

Top Tweeters in G4:
@patriziarametta
@ausoloda
@97francesco16
@minutemanitaly
@fdragoni
@radiosavana
@marco_gervasoni
@francescatotolo
@vallegiorgio41
@giovannimattana

Top Tweeters in G5:
@noadanioz
@unlandais
@walkenduquesne
@twitter
@secou
@laloumo
@nodexl
@francoisg
@mihkal
@visibrain

Top Tweeters in G6:
@benborges_
@mica4711
@jamieon94964661
@nvr2old2fite
@informedvoting
@arizclint
@deadly_skillet
@yaolri
@samitainio
@ralphigel

Top Tweeters in G7:
@arch_update_bot
@kenkensz9
@cbkwgl
@allisthewill
@caddereputation
@chimofucka
@nathysanabria21
@alandantasf
@marekl
@filledoctobre

Top Tweeters in G8:
@abdualabri1996
@rxzan7
@emanaali_
@akhrusi
@zoona_03
@ixhanan_97
@memo0o_97
@nk1_ii
@meem199s
@opu3_

Top Tweeters in G9:
@becaes_
@gumerealmadrid
@cspeinado
@ldpsincomplejos
@rodrigoddev13
@jaimeberenguer
@mariatabarnia
@espartano533
@mazzinguerzett1
@ivanedlm

Top Tweeters in G10:
@aniol
@alancapellades
@varlanolivier
@admonurosario
@scopus
@xruiztru
@rst
@urinvestigacion
@rstudio
@cardenalion_sar


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.