gephi, Twitter, 6/30/2021 3:34:45 AM, 257974


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gephi_2021-06-29_17-25-09.xlsx
gephi_2021-06-29_17-25-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 30, 2021
Short Description:
gephi via NodeXL https://bit.ly/3drNZ2Z
@thienan496
@docassar
@gephi
@congosto
@micheleangelo13
@seinecle
@binelliharry
@eidum_
@p
@derjota

Top hashtags:
#gephi
#graph
#math
#socialnetworkanalysis
#sna
#nodexl
#twitterresearchproject
#opendata
#datascience
#dataviz

Description:
Description
The graph represents a network of 236 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, 30 June 2021 at 00:25 UTC.

The requested start date was Tuesday, 29 June 2021 at 00:01 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 13-day, 14-hour, 18-minute period from Tuesday, 15 June 2021 at 08:30 UTC to Monday, 28 June 2021 at 22:48 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 : 236
Unique Edges : 149
Edges With Duplicates : 237
Total Edges : 386
Number of Edge Types : 5
Replies to : 46
Retweet : 96
MentionsInRetweet : 117
Tweet : 46
Mentions : 81
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.042654028436019
Reciprocated Edge Ratio : 0.0818181818181818
Connected Components : 63
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 219
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.164332
Graph Density : 0.00396682293544897
Modularity : 0.54259
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 236 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, 30 June 2021 at 00:25 UTC.

The requested start date was Tuesday, 29 June 2021 at 00:01 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 13-day, 14-hour, 18-minute period from Tuesday, 15 June 2021 at 08:30 UTC to Monday, 28 June 2021 at 22:48 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:
[6] https://gephi.org/
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] http://oss.infoscience.co.jp/gephi/gephi.org/index.html
[2] https://cytoscape.org/
[2] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[2] http://www.martingrandjean.ch/gephi-introduction/
[2] https://seinecle.github.io/gephi-tutorials/
[2] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[2] https://dzone.com/articles/analyzing-relationships-in-game-of-thrones-with-ne
[1] http://vinculosyredes.hilame.info/

Top URLs in Tweet in G1:
[1] https://twitter.com/thienan496/status/1405753283017203719

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[2] https://seinecle.github.io/gephi-tutorials/
[2] http://www.martingrandjean.ch/gephi-introduction/
[2] https://gephi.wordpress.com/2019/06/12/the-gephi-paper-gets-the-icwsm-test-of-time-award/
[1] https://twitter.com/Bernardamus/status/1131334028043411456
[1] https://firstdraftnews.org/long-form-article/trackers-gephi-dmi/
[1] http://infranodus.com/
[1] http://programming4humanists.tamu.edu
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[1] https://www.youtube.com/watch?v=YM_37z_uURM&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://gephi.org/
[2] https://dzone.com/articles/analyzing-relationships-in-game-of-thrones-with-ne
[1] https://twitter.com/MiradorEcuador/status/1404215492404027392
[1] https://twitter.com/collegemenfess/status/1405076965221015554
[1] https://twitter.com/thienan496/status/1405761280657412114
[1] https://master-iesc-angers.com/utilisation-du-logiciel-gephi-pour-lanalyse-cartographique/
[1] https://www.fiverr.com/adeeljaved208/graph-analysis-and-visualization-using-gephi-and-networkx?gig_id=212621822&utm_campaign=base_gig_create_share&utm_content=&utm_medium=shared&utm_source=twitter&utm_term=&view=gig
[1] https://fulltimesportsfan.wordpress.com/2021/06/25/euro-2020-second-round-network-data-viz/

Top URLs in Tweet in G4:
[1] https://github.com/congosto/t-hoarder_kit

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] gephi
[51] graph
[45] math
[16] socialnetworkanalysis
[16] sna
[14] nodexl
[13] twitterresearchproject
[6] opendata
[6] datascience
[6] dataviz



Top Hashtags in Tweet in G1:
[48] graph
[48] gephi
[43] math

Top Hashtags in Tweet in G2:
[7] gephi
[3] nodexl
[3] sna
[3] socialnetworkanalysis
[3] twitterresearchproject
[2] gexf
[2] infranodus
[2] twitterstreamingimporter
[2] twitter
[2] graph

Top Hashtags in Tweet in G3:
[3] gephi
[2] nebulagraph
[2] networksx
[1] dhsiconf
[1] dhsi2021
[1] arn
[1] socialnetwork
[1] dataviz
[1] fiverr
[1] euro2020

Top Words
Top Words in Tweet in Entire Graph:
[113] gephi
[91] 3x
[77] #gephi
[53] graph
[51] #graph
[48] thienan496
[45] #math
[44] connected
[43] each
[43] integer

Top Words in Tweet in G1:
[91] 3x
[48] #graph
[48] #gephi
[46] thienan496
[43] graph
[43] each
[43] integer
[43] connected
[43] odd
[43] #math

Top Words in Tweet in G2:
[27] gephi
[7] network
[7] #gephi
[4] published
[4] tracker
[4] views
[4] course
[4] using
[4] julianmaciast
[3] stream

Top Words in Tweet in G3:
[27] gephi
[6] graph
[3] waw
[3] não
[3] #gephi
[3] zee
[3] list
[3] netlytic
[3] tableau
[3] step

Top Words in Tweet in G4:
[11] populares
[11] análisis
[10] congosto
[10] 11
[10] cm
[10] dado
[10] supuesto
[10] recomiendo
[10] use
[10] herramientas

Top Words in Tweet in G6:
[9] basic
[9] learning
[8] awards
[8] dick
[8] camplin
[8] education
[8] trust
[8] scholarship
[8] languages
[8] english

Top Words in Tweet in G7:
[4] pedro_barciela
[4] gephi
[2] mssilvaninja
[2] software
[2] chamado
[2] tem
[2] haver
[2] teoria
[2] grafos

Top Words in Tweet in G8:
[7] análisis
[5] semana
[5] intensa
[5] doctorado
[5] ciencia
[5] política
[5] eidum_
[5] talleres
[5] lujo
[5] inmaculada

Top Words in Tweet in G9:
[4] gephi
[3] estebangrine
[3] par
[3] formations
[2] peu
[2] j'ai
[2] encore
[2] bonjour
[2] fc
[2] recherche

Top Words in Tweet in G10:
[2] noseconexoes
[2] gephi
[2] esse

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] #graph,#math
[43] 3x,graph
[43] graph,each
[43] each,integer
[43] integer,connected
[43] connected,3x
[43] 3x,odd
[43] odd,#graph
[43] #math,#gephi
[42] thienan496,3x

Top Word Pairs in Tweet in G1:
[43] 3x,graph
[43] graph,each
[43] each,integer
[43] integer,connected
[43] connected,3x
[43] 3x,odd
[43] odd,#graph
[43] #graph,#math
[43] #math,#gephi
[42] thienan496,3x

Top Word Pairs in Tweet in G2:
[3] gephi,nodexl
[3] masteruah,mazinger62____
[3] top,hashtags
[3] #socialnetworkanalysis,#twitterresearchproject
[2] twitter,stream
[2] stream,importer
[2] importer,available
[2] available,gephi
[2] gephi,enhancement
[2] enhancement,mentions

Top Word Pairs in Tweet in G3:
[3] zee,list
[3] list,netlytic
[3] netlytic,gephi
[3] gephi,tableau
[3] tableau,step
[3] step,power
[3] power,bi
[3] bi,kti
[3] desain,apkom
[2] waw,waw

Top Word Pairs in Tweet in G4:
[10] 11,cm
[10] cm,populares
[10] populares,dado
[10] dado,supuesto
[10] supuesto,análisis
[10] análisis,recomiendo
[10] recomiendo,use
[10] use,herramientas
[10] herramientas,profesionales
[10] profesionales,sw

Top Word Pairs in Tweet in G6:
[8] awards,dick
[8] dick,camplin
[8] camplin,education
[8] education,trust
[8] trust,scholarship
[8] scholarship,languages
[8] languages,english
[8] english,fluent
[8] fluent,french
[8] french,irish

Top Word Pairs in Tweet in G7:
[2] mssilvaninja,pedro_barciela
[2] pedro_barciela,software
[2] software,chamado
[2] chamado,gephi
[2] gephi,tem
[2] tem,haver
[2] haver,teoria
[2] teoria,grafos

Top Word Pairs in Tweet in G8:
[5] semana,intensa
[5] intensa,doctorado
[5] doctorado,ciencia
[5] ciencia,política
[5] política,eidum_
[5] eidum_,talleres
[5] talleres,lujo
[5] lujo,inmaculada
[5] inmaculada,melero
[5] melero,análisis

Top Word Pairs in Tweet in G9:
[2] bonjour,fc
[2] fc,recherche
[2] recherche,ce
[2] ce,gens
[2] gens,parmi
[2] parmi,sont
[2] sont,courant
[2] courant,formations
[2] formations,web
[2] web,scraping

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thienan496
@gephi
@populares
@congosto
@allhoff_joachim
@niallglynn
@eidum_
@derjota
@p
@julianmaciast

Top Mentioned in G1:
@thienan496

Top Mentioned in G2:
@gephi
@julianmaciast
@jacomyma
@masteruah
@mazinger62____
@bbangchanjj
@totetmatt
@grandjeanmartin
@docassar
@thienan496

Top Mentioned in G3:
@mrejfox

Top Mentioned in G4:
@populares
@congosto
@gephi
@derjota
@eidum_
@p
@ismaelquesada

Top Mentioned in G5:
@apiboficial
@defesaindigena
@fiscaldoibama
@greenpeacebr
@socioambiental
@ciminacional
@chirleypankara
@felipeneto
@midianinja

Top Mentioned in G6:
@niallglynn

Top Mentioned in G7:
@pedro_barciela
@ninabelch
@mssilvaninja

Top Mentioned in G8:
@eidum_
@derjota
@p
@pedroabar
@congosto

Top Mentioned in G9:
@alicedionnet
@estebangrine
@f_cafiero

Top Mentioned in G10:
@noseconexoes

Top Tweeters
Top Tweeters in Entire Graph:
@collegemenfess
@micheleangelo13
@ipythonistabot
@fabriciosx
@esterrubio2
@fjt
@net_heads
@chrismaslanka
@blkhwk0ps
@pyscalellc

Top Tweeters in G1:
@fjt
@chrismaslanka
@s_palm
@arvindsaraswat
@sharanjit
@daniel_nikpayuk
@meteotrix
@phyecon1
@mathisbeauty
@mattk

Top Tweeters in G2:
@micheleangelo13
@barripdmx
@followlori
@veganadeguardia
@grandjeanmartin
@seinecle
@bbangchanjj
@totetmatt
@firstdraftnews
@julianmaciast

Top Tweeters in G3:
@collegemenfess
@tais_so
@zercag
@kpfssport
@mrejfox
@hazelyblush
@slren2_
@carocygnus
@meigoeabusada
@lpbarrera95

Top Tweeters in G4:
@esterrubio2
@almu_hs
@populares
@elultimoytu
@jliftweet
@ismaelquesada
@javiersaborido
@ascensionmaiqu5
@apere_161
@tana02265435

Top Tweeters in G5:
@midianinja
@greenpeacebr
@fiscaldoibama
@ciminacional
@socioambiental
@felipeneto
@apiboficial
@orafaelsimao
@cajupensa
@chirleypankara

Top Tweeters in G6:
@blkhwk0ps
@williamshankly
@conniefr
@kazpower2001
@niallglynn
@tonydf
@judithh2478
@eoinwob

Top Tweeters in G7:
@pretooaga
@clola_corra
@pedro_barciela
@leonardowdemelo
@pfelipe5
@ninabelch
@mssilvaninja

Top Tweeters in G8:
@pedroabar
@buen_marc
@derjota
@ramonvillaplana
@p
@eidum_
@mayordomozapata

Top Tweeters in G9:
@hermelamelo
@estebangrine
@albinwagener
@f_cafiero
@alicedionnet

Top Tweeters in G10:
@willcomuna
@jetfemartins
@camilamello
@noseconexoes


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