gephi, Twitter, 3/2/2021 1:29:03 AM, 249901


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gephi_2021-03-01_17-25-08.xlsx
gephi_2021-03-01_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2021
Short Description:
gephi via NodeXL https://bit.ly/37XQMOs
@bendobrown
@gephi
@allhoff_joachim
@vivianfrancos
@salhaj
@bernardamus
@docassar
@nodexl
@openfacto
@michaelwhite1

Top hashtags:
#desinformation
#gephi
#twitterresearchproject
#socialnetworkanalysis
#nodexl
#youtube
#wikipedia

Description:
Description
The graph represents a network of 330 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 March 2021 at 01:25 UTC.

The requested start date was Tuesday, 02 March 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, 18-hour, 51-minute period from Tuesday, 16 February 2021 at 10:00 UTC to Monday, 01 March 2021 at 04:52 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 : 330
Unique Edges : 184
Edges With Duplicates : 661
Total Edges : 845
Number of Edge Types : 5
Tweet : 41
Replies to : 58
Mentions : 209
Retweet : 198
MentionsInRetweet : 339
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0542635658914729
Reciprocated Edge Ratio : 0.102941176470588
Connected Components : 54
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 159
Maximum Edges in a Connected Component : 603
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.836502
Graph Density : 0.0037579441834761
Modularity : 0.416861
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 330 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 March 2021 at 01:25 UTC.

The requested start date was Tuesday, 02 March 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, 18-hour, 51-minute period from Tuesday, 16 February 2021 at 10:00 UTC to Monday, 01 March 2021 at 04:52 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:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248844
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249511
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249402
[6] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248964
[3] https://gephi.org/
[2] https://gephi.org
[2] https://www.botsentinel.com/
[2] https://botsentinel.com/about

Top URLs in Tweet in G2:
[1] https://openfacto.fr/2021/02/14/la-detection-de-la-desinformation-sans-coder/

Top URLs in Tweet in G3:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248844
[6] https://www.eventbrite.co.uk/e/social-network-analysis-using-nodexl-intermediate-level-tickets-137462240261?aff=erelexpmlt
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249511
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249402
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248964
[2] https://twitter.com/SilGFerreyra/status/1361352213193498630
[1] https://mediaresearchinstitute.wordpress.com/forschung-einbicke/

Top URLs in Tweet in G4:
[1] https://kateto.net/network-visualization
[1] https://twitter.com/michaelwhite1/status/1362361433342832640
[1] https://cartorezo.wordpress.com/2021/02/18/un-succes-limite-sur-facebook-et-twitter-pour-la-nouvelle-formule-du-cash-investigation-consacre-aux-banques/
[1] https://forum-gephi.org/viewtopic.php?t=5887

Top URLs in Tweet in G5:
[1] https://gephi.org
[1] https://www.fil.phalanx-it.de/
[1] https://framaforms.org/apero-enexdi-2021-lanalyse-des-collections-dartistes-grace-a-gephi-1614105474
[1] https://communalytic.com/crowdtangle-visualizing-two-mode-semantic-network/
[1] https://github.com/romanseidl/gephi-plugins
[1] https://accounts.google.com/ServiceLogin?service=mail&passive=true&rm=false&continue=https://mail.google.com/mail/&ss=1&scc=1<mpl=default<mplcache=2&emr=1&osid=1#
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://twitter.com/jengolbeck/status/1365373546197905410
[1] http://networkrepository.com/escorts.php

Top URLs in Tweet in G8:
[1] https://twitter.com/search?q=from%3Acazamosfakenews%20AND%20(Gephi%20OR%20grafo)&s=09
[1] https://twitter.com/garimpeiro_code/status/1365036521838030870
[1] https://twitter.com/jbo/status/1105877794452578307

Top URLs in Tweet in G10:
[1] http://hdlab.stanford.edu/palladio/
[1] https://testfixsphinx.readthedocs.io/en/latest/reference/generated/networkx.algorithms.reciprocity.reciprocity.html#networkx.algorithms.reciprocity.reciprocity
[1] https://github.com/gephi/gephi/releases/tag/v0.9.2

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] desinformation
[36] gephi
[28] twitterresearchproject
[28] socialnetworkanalysis
[21] nodexl
[20] youtube
[20] wikipedia
[15] sna
[13] rstats
[8] mediaresearchinstitute



Top Hashtags in Tweet in G1:
[4] tmchataobanglabachao
[1] krishoksurokhaabhijan

Top Hashtags in Tweet in G2:
[38] desinformation
[1] amitt

Top Hashtags in Tweet in G3:
[29] gephi
[28] twitterresearchproject
[28] socialnetworkanalysis
[21] nodexl
[20] youtube
[20] wikipedia
[14] sna
[13] rstats
[8] mediaresearchinstitute
[7] datascience

Top Hashtags in Tweet in G4:
[5] daftpunk
[2] dataviz
[1] infographics
[1] networkscience
[1] debtcrisis
[1] cashinvestigation

Top Hashtags in Tweet in G5:
[2] gephi
[1] leytrans
[1] telegram
[1] socialnetworkharvester
[1] osint
[1] socialnetworkanalyse
[1] sna
[1] uoftdhn
[1] blockchain
[1] crypto

Top Hashtags in Tweet in G8:
[5] dóndeestáluiscarlos
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[178] gephi
[111] network
[91] bendobrown
[82] let's
[77] look
[76] goal
[76] campaign
[76] boost
[76] bjp
[76] profiles

Top Words in Tweet in G1:
[81] network
[80] let's
[78] bendobrown
[76] goal
[76] campaign
[76] boost
[76] bjp
[76] profiles
[76] look
[76] center

Top Words in Tweet in G2:
[76] s'est
[38] demandé
[38] s'il
[38] fallait
[38] être
[38] cracs
[38] code
[38] étudier
[38] campagnes
[38] #desinformation

Top Words in Tweet in G3:
[57] gephi
[51] nodexl
[39] allhoff_joachim
[37] salhaj
[29] #gephi
[28] #twitterresearchproject
[28] #socialnetworkanalysis
[25] beeeeeers
[21] #nodexl
[20] learn

Top Words in Tweet in G4:
[21] gephi
[6] viz
[5] nice
[5] made
[5] emojis
[5] tweets
[5] discussed
[5] epilogue
[5] #daftpunk
[5] signa_lab

Top Words in Tweet in G5:
[22] gephi
[8] network
[5] graph
[4] plugin
[4] data
[4] analysis
[3] file
[3] gt
[3] centrality
[3] see

Top Words in Tweet in G6:
[7] gephi
[3] pedro_barciela
[3] grafos
[3] pra
[2] lourencoserpa
[2] parece
[2] esse
[2] foi
[2] suponho
[2] também

Top Words in Tweet in G7:
[4] socialelephants
[4] gephi
[3] ciutadanscs
[3] juntsxcat
[3] ppcatalunya
[3] socialistes_cat
[3] encomu_podem
[3] cupnacional
[3] esquerra_erc
[3] pdemocratacat

Top Words in Tweet in G8:
[6] grafo
[5] hola
[5] garimpeiro_code
[5] esas
[5] imágenes
[5] grafos
[5] interacciones
[5] twitter
[5] básicamente
[5] pueden

Top Words in Tweet in G9:
[13] gephi
[8] hoaxy
[7] madamecurves
[7] twitter
[6] quelqu'un
[6] aurait
[6] déjà
[6] benchmarké
[6] nodexl
[6] analyses

Top Words in Tweet in G10:
[10] gephi
[4] canadian_errant
[4] work
[4] electricarchaeo
[4] ve
[4] used
[3] first
[3] data
[3] before
[2] brianleechphd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[76] goal,campaign
[76] campaign,boost
[76] boost,bjp
[76] bjp,profiles
[76] profiles,let's
[76] let's,look
[76] look,center
[76] center,network
[76] network,visualise
[75] bendobrown,goal

Top Word Pairs in Tweet in G1:
[76] goal,campaign
[76] campaign,boost
[76] boost,bjp
[76] bjp,profiles
[76] profiles,let's
[76] let's,look
[76] look,center
[76] center,network
[76] network,visualise
[75] bendobrown,goal

Top Word Pairs in Tweet in G2:
[38] s'est,demandé
[38] demandé,s'il
[38] s'il,fallait
[38] fallait,être
[38] être,cracs
[38] cracs,code
[38] code,étudier
[38] étudier,campagnes
[38] campagnes,#desinformation
[38] #desinformation,alors

Top Word Pairs in Tweet in G3:
[31] nodexl,gephi
[23] gephi,nodexl
[20] learn,analyse
[20] analyse,#youtube
[20] #youtube,#wikipedia
[20] #wikipedia,networks
[20] networks,using
[20] using,nodexl
[20] nodexl,intermediate
[20] intermediate,training

Top Word Pairs in Tweet in G4:
[5] nice,viz
[5] viz,made
[5] made,gephi
[5] gephi,emojis
[5] emojis,tweets
[5] tweets,discussed
[5] discussed,epilogue
[5] epilogue,#daftpunk
[5] #daftpunk,signa_lab
[4] seinecle,nice

Top Word Pairs in Tweet in G5:
[3] network,analysis
[2] betweenness,centrality
[2] duplicate,edges

Top Word Pairs in Tweet in G6:
[2] lourencoserpa,pedro_barciela
[2] pedro_barciela,parece
[2] parece,esse
[2] esse,foi
[2] foi,gephi
[2] gephi,suponho
[2] suponho,também
[2] também,estou
[2] estou,aprendendo
[2] aprendendo,usar

Top Word Pairs in Tweet in G7:
[3] socialelephants,gephi
[3] gephi,ciutadanscs
[3] ciutadanscs,juntsxcat
[3] juntsxcat,ppcatalunya
[3] ppcatalunya,socialistes_cat
[3] socialistes_cat,encomu_podem
[3] encomu_podem,cupnacional
[3] cupnacional,esquerra_erc
[3] esquerra_erc,pdemocratacat
[2] lenverl,socialelephants

Top Word Pairs in Tweet in G8:
[5] hola,garimpeiro_code
[5] garimpeiro_code,esas
[5] esas,imágenes
[5] imágenes,grafos
[5] grafos,interacciones
[5] interacciones,twitter
[5] twitter,básicamente
[5] básicamente,pueden
[5] pueden,usarse
[5] recordando,viejo

Top Word Pairs in Tweet in G9:
[6] quelqu'un,aurait
[6] aurait,déjà
[6] déjà,benchmarké
[6] benchmarké,nodexl
[6] nodexl,gephi
[6] gephi,hoaxy
[6] hoaxy,analyses
[6] analyses,réseaux
[6] réseaux,twitter
[5] madamecurves,quelqu'un

Top Word Pairs in Tweet in G10:
[2] crashes,machine

Top Replied-To
Top Replied-To in Entire Graph:
@vvongkulluksn
@eduramiba
@pe_carto
@combledejoie
@canadian_errant
@electricarchaeo
@lenverl
@jcidsv
@_notovenready_
@docassar

Top Replied-To in G3:
@docassar
@salhaj
@renzoquero

Top Replied-To in G4:
@eduramiba
@pe_carto
@benjaminjleffel
@stemicapp
@roopekaaronen
@ddmlxr
@abc3d
@bendobrown

Top Replied-To in G6:
@lourencoserpa
@rafahzoldan
@pedro_barciela

Top Replied-To in G7:
@lenverl
@bernardamus

Top Replied-To in G9:
@combledejoie
@madamecurves

Top Replied-To in G10:
@electricarchaeo
@canadian_errant
@brianleechphd
@alucchesi

Top Mentioned
Top Mentioned in Entire Graph:
@bendobrown
@gephi
@allhoff_joachim
@openfacto
@salhaj
@nodexl
@beeeeeers
@estrellagualda
@nodexlacademy
@sorishapragyan

Top Mentioned in G1:
@bendobrown
@gephi

Top Mentioned in G2:
@openfacto

Top Mentioned in G3:
@allhoff_joachim
@gephi
@salhaj
@nodexl
@beeeeeers
@estrellagualda
@nodexlacademy
@sorishapragyan
@bendobrown
@bernardamus

Top Mentioned in G4:
@gephi
@signa_lab
@pulsarplatform
@seinecle
@g_sylvestre
@thebraintech
@gamestop
@reddit
@ognyanova
@eduramiba

Top Mentioned in G6:
@pedro_barciela
@manduniverso
@lourencoserpa
@nilmoretto
@drauziovarella
@oatila
@andretrig
@quebrandootabu
@thiagoavilabr

Top Mentioned in G7:
@socialelephants
@gephi
@ciutadanscs
@juntsxcat
@ppcatalunya
@socialistes_cat
@encomu_podem
@cupnacional
@esquerra_erc
@pdemocratacat

Top Mentioned in G8:
@garimpeiro_code
@cazamosfakenews
@aaaadriaaaan
@luiscarlos

Top Mentioned in G9:
@madamecurves

Top Mentioned in G10:
@canadian_errant
@jaheppler
@brianleechphd
@electricarchaeo

Top Tweeters
Top Tweeters in Entire Graph:
@breakinews
@rvp
@ssxman2
@nimitzcvn68
@aniljothomas
@shobz
@dilawartalkies
@trendsinai
@indiasbigdebate
@ricardo_ik_ahau

Top Tweeters in G1:
@breakinews
@rvp
@aniljothomas
@dilawartalkies
@indiasbigdebate
@facts_chek
@khalida53469445
@poppympf6666
@indosecular
@chimni_sapna

Top Tweeters in G2:
@sniperovitch
@marytropique
@fo0_
@tris_hr
@cybsecbot
@crid
@manhack
@exmergere
@walkenduquesne
@shakirasecurity

Top Tweeters in G3:
@ssxman2
@trendsinai
@ricardo_ik_ahau
@fabriciosx
@salhaj
@philshapiro
@vivianfrancos
@thartman2u
@fdmhildesheim
@rstats4ds

Top Tweeters in G4:
@reddit
@momromo
@unlandais
@gamestop
@michaelwhite1
@seinecle
@abc3d
@mikekotsch
@pulsarplatform
@ederartmo

Top Tweeters in G5:
@evalockheart
@rattis
@lexakru_3
@eiji_kawano
@aranza_aldana
@talitabaena
@infonobodyneeds
@jms_dot_py
@clemsonlibrary
@smlabto

Top Tweeters in G6:
@weberizabel
@nilmoretto
@oatila
@rafahzoldan
@andretrig
@latheusmins
@quebrandootabu
@drauziovarella
@pedro_barciela
@lourencoserpa

Top Tweeters in G7:
@esquerra_erc
@socialistes_cat
@cupnacional
@ciutadanscs
@bernardamus
@ppcatalunya
@pdemocratacat
@juntsxcat
@encomu_podem
@socialelephants

Top Tweeters in G8:
@nimitzcvn68
@trafico
@luiscarlos
@jbo
@paulsatre
@sonia1512
@aaaadriaaaan
@userguaro
@cazamosfakenews
@garimpeiro_code

Top Tweeters in G9:
@gaorl
@madamecurves
@f_to_k
@shibastronaute
@y_ma_____
@abdesatmai
@conconlouison
@combledejoie

Top Tweeters in G10:
@canadian_errant
@brianleechphd
@frueheneuzeit
@electricarchaeo
@alucchesi
@jaheppler
@martenduering
@garynobles


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