gephi, Twitter, 6/1/2021 12:28:53 AM, 255997


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gephi_2021-05-31_17-25-08.xlsx
gephi_2021-05-31_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2021
Short Description:
gephi via NodeXL https://bit.ly/3fB4dbj
@gephi
@fapuasa
@museuciencies
@bernardamus
@whattf15
@congosto
@lexandrehonorio
@cececebe
@barripdmx
@allhoff_joachim

Top hashtags:
#sna
#twitterresearchproject
#socialnetworkanalysis
#gephi
#nodexl
#machinelearning
#rstats

Description:
Description
The graph represents a network of 251 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, 01 June 2021 at 00:25 UTC.

The requested start date was Tuesday, 01 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, 1-hour, 6-minute period from Tuesday, 18 May 2021 at 00:03 UTC to Monday, 31 May 2021 at 01:10 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 : 251
Unique Edges : 268
Edges With Duplicates : 320
Total Edges : 588
Number of Edge Types : 5
Retweet : 96
MentionsInRetweet : 177
Tweet : 62
Replies to : 62
Mentions : 191
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0508982035928144
Reciprocated Edge Ratio : 0.0968660968660969
Connected Components : 60
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 88
Maximum Edges in a Connected Component : 298
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.89871
Graph Density : 0.00559362549800797
Modularity : 0.514605
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 251 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, 01 June 2021 at 00:25 UTC.

The requested start date was Tuesday, 01 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, 1-hour, 6-minute period from Tuesday, 18 May 2021 at 00:03 UTC to Monday, 31 May 2021 at 01:10 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:
[10] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://github.com/seinecle/gephi-tutorials/blob/master/src/main/asciidoc/en/plugins/twitter-streaming-importer-en.adoc
[2] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/
[2] https://gephi.org/
[1] https://www.youtube.com/watch?v=snPR8CwPld0&feature=youtu.be

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dj_PUwmDcPBs&q=EgS4SO-bGMuezIUGIhBBrd51YSWmIIowwWWh-f0zMgFy
[1] https://www.adam-bien.com/roller/abien/entry/slow_file_dialog_in_netbeans
[1] https://gephi.org/developers/
[1] https://github.com/gephi/gephi-plugins
[1] https://www.facebook.com/login.php?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fgephi

Top URLs in Tweet in G1:
[10] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6227975/
[1] https://www.udemy.com/course/dzcnapy_ru/?referralCode=5127DED7B0FEB8C974DE

Top URLs in Tweet in G2:
[1] http://www.designandanalytics.com/philosophers-gephi/
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://medialab.github.io/table2net/
[1] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[1] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph/
[1] https://gephi.org/
[1] https://twitter.com/alphoenix/status/1397324783008763904

Top URLs in Tweet in G3:
[1] https://twitter.com/datavisandcomms/status/1397646274669780992

Top URLs in Tweet in G4:
[1] https://lab.cccb.org/es/zona-libre-de-datos/

Top URLs in Tweet in G5:
[1] https://www.adam-bien.com/roller/abien/entry/slow_file_dialog_in_netbeans
[1] https://gephi.org/developers/
[1] https://github.com/gephi/gephi-plugins
[1] https://www.facebook.com/login.php?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fgephi

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=snPR8CwPld0&feature=youtu.be

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dj_PUwmDcPBs&q=EgS4SO-bGMuezIUGIhBBrd51YSWmIIowwWWh-f0zMgFy
[1] https://escoladedados.org/tutoriais/visualizando-redes-do-youtube-com-o-gephi/

Top URLs in Tweet in G9:
[1] https://heathervhill.wordpress.com/visualizing-the-paston-letter-network/

Top URLs in Tweet in G10:
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] sna
[44] twitterresearchproject
[44] socialnetworkanalysis
[32] gephi
[23] nodexl
[18] machinelearning
[17] rstats
[14] datascience
[12] opendata
[12] openscience



Top Hashtags in Tweet in G1:
[46] sna
[44] twitterresearchproject
[44] socialnetworkanalysis
[23] nodexl
[22] gephi
[18] machinelearning
[16] rstats
[14] datascience
[12] opendata
[12] openscience

Top Hashtags in Tweet in G2:
[2] relationships
[2] gameofthrones
[2] nebulagraph
[2] graphdatabase
[2] opensource
[1] filterbubble
[1] algorithmen
[1] gephi
[1] blockchain
[1] crypto

Top Hashtags in Tweet in G4:
[5] museus
[1] datos
[1] cultura

Top Hashtags in Tweet in G5:
[2] gephi
[2] java
[1] developer
[1] bernstein
[1] isa2021
[1] osint
[1] nerdstuff

Top Words
Top Words in Tweet in Entire Graph:
[130] gephi
[56] network
[46] #sna
[44] #twitterresearchproject
[44] #socialnetworkanalysis
[32] article
[32] #gephi
[32] social
[32] allhoff_joachim
[32] twitter

Top Words in Tweet in G1:
[46] #sna
[44] #twitterresearchproject
[44] #socialnetworkanalysis
[42] network
[32] article
[32] social
[32] allhoff_joachim
[26] networks
[23] #nodexl
[22] #gephi

Top Words in Tweet in G2:
[27] gephi
[6] twitter
[5] graph
[4] pra
[4] networkx
[3] using
[3] doing
[2] 20
[2] grafos
[2] estar

Top Words in Tweet in G3:
[24] gephi
[24] qgis
[21] libreoffice
[21] chartjs
[19] theoenglebert_
[12] faire
[12] visualisations
[12] ci
[12] dessus
[3] inzightuoa

Top Words in Tweet in G4:
[9] museuciencies
[8] bernardamus
[6] macba_barcelona
[6] muec_bcn
[6] bcncultura
[6] cultura_cat
[6] mnattgn
[6] museunac_cat
[6] museuporttgna
[5] cececebe

Top Words in Tweet in G5:
[13] gephi
[4] snurb_dot_info
[3] windows
[3] network
[3] netfrixp
[3] group
[3] interesting
[3] jschibberges
[3] neo4j
[2] sure

Top Words in Tweet in G6:
[15] کے
[10] فپواسا
[10] خیبرپختونخواہ
[10] میں
[5] ساتھ
[5] احتجاج
[5] شرکت
[5] کرکے
[5] پاکستان
[5] کی

Top Words in Tweet in G7:
[4] gephi
[3] pedro_barciela
[2] _sandromartins

Top Words in Tweet in G8:
[5] olexfelix
[5] noseconexoes
[5] gephi
[3] fabiomalini
[3] em
[3] edsnto
[2] coleta
[2] dados
[2] twitter
[2] 150

Top Words in Tweet in G10:
[6] gephi
[4] barripdmx
[2] pierdas
[2] nueva
[2] información
[2] aporta
[2] hilo
[2] grafo
[2] análisis
[2] ht

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] #twitterresearchproject,#socialnetworkanalysis
[42] #socialnetworkanalysis,#sna
[32] allhoff_joachim,#twitterresearchproject
[21] libreoffice,qgis
[21] qgis,chartjs
[21] chartjs,gephi
[20] social,networks
[13] #gephi,#machinelearning
[12] article,article
[12] social,network

Top Word Pairs in Tweet in G1:
[44] #twitterresearchproject,#socialnetworkanalysis
[42] #socialnetworkanalysis,#sna
[32] allhoff_joachim,#twitterresearchproject
[20] social,networks
[13] #gephi,#machinelearning
[12] article,article
[12] social,network
[12] #opendata,#datascience
[12] #datascience,#openscience
[12] #openscience,#rstats

Top Word Pairs in Tweet in G2:
[2] using,gephi
[2] #relationships,#gameofthrones
[2] #gameofthrones,networkx
[2] networkx,gephi
[2] gephi,#nebulagraph
[2] #nebulagraph,part
[2] nebula,graph

Top Word Pairs in Tweet in G3:
[21] libreoffice,qgis
[21] qgis,chartjs
[21] chartjs,gephi
[12] faire,visualisations
[12] visualisations,ci
[12] ci,dessus
[12] dessus,libreoffice
[11] theoenglebert_,faire
[8] theoenglebert_,libreoffice
[3] inzightuoa,gephi

Top Word Pairs in Tweet in G4:
[6] muec_bcn,bcncultura
[6] bcncultura,cultura_cat
[6] cultura_cat,mnattgn
[6] mnattgn,museunac_cat
[6] museunac_cat,museuporttgna
[5] museuciencies,macba_barcelona
[5] mapa,conversaciones
[5] conversaciones,twitter
[5] twitter,hashtag
[5] hashtag,#museus

Top Word Pairs in Tweet in G5:
[2] snurb_dot_info,sure
[2] sure,needs
[2] needs,hear
[2] hear,til
[2] til,file
[2] file,open
[2] open,save
[2] save,windows
[2] windows,#gephi
[2] #gephi,#java

Top Word Pairs in Tweet in G6:
[5] فپواسا,خیبرپختونخواہ
[5] خیبرپختونخواہ,کے
[5] کے,ساتھ
[5] ساتھ,احتجاج
[5] احتجاج,میں
[5] میں,شرکت
[5] شرکت,کرکے
[5] کرکے,فپواسا
[5] فپواسا,پاکستان
[5] پاکستان,کی

Top Word Pairs in Tweet in G7:
[2] _sandromartins,gephi

Top Word Pairs in Tweet in G8:
[4] olexfelix,noseconexoes
[2] dados,twitter
[2] palavras,mais
[2] espero,ajude

Top Word Pairs in Tweet in G10:
[2] pierdas,nueva
[2] nueva,información
[2] información,aporta
[2] aporta,barripdmx
[2] barripdmx,hilo
[2] hilo,grafo
[2] grafo,gephi
[2] gephi,análisis
[2] análisis,ht
[2] ht,estado

Top Replied-To
Top Replied-To in Entire Graph:
@theoenglebert_
@barripdmx
@snurb_dot_info
@bernardamus
@fizzily1
@mitchklee_
@jschibberges
@fabiomalini
@kleber_a_o
@edsnto

Top Replied-To in G3:
@theoenglebert_
@johanneswirges
@inzightuoa
@hpiedcoq

Top Replied-To in G4:
@bernardamus
@cececebe

Top Replied-To in G5:
@snurb_dot_info
@jschibberges
@veikko_isotalo
@bavlidina
@jacomyma
@espejolento
@felwert

Top Replied-To in G7:
@_gabrielantero
@_sandromartins
@lainiwa96939751

Top Replied-To in G8:
@fabiomalini
@kleber_a_o
@gabriela_lia
@edsnto
@olexfelix
@jaopereiraaa

Top Replied-To in G9:
@greenleejw

Top Replied-To in G10:
@barripdmx
@luchocecchini
@david_romerosan

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@qgis
@libreoffice
@chartjs
@theoenglebert_
@verukita1
@museuciencies
@aqsaqal
@bernardamus

Top Mentioned in G1:
@allhoff_joachim
@verukita1
@aqsaqal
@udemy

Top Mentioned in G3:
@gephi
@qgis
@libreoffice
@chartjs
@theoenglebert_
@rstudio
@inzightuoa
@johanneswirges
@hpiedcoq

Top Mentioned in G4:
@museuciencies
@bernardamus
@macba_barcelona
@muec_bcn
@bcncultura
@cultura_cat
@mnattgn
@museunac_cat
@museuporttgna
@cececebe

Top Mentioned in G5:
@gephi
@netfrixp
@neo4j
@snurb_dot_info
@eduramiba
@8urghardt
@itaiha
@jacomyma
@zoe_leblanc
@jschibberges

Top Mentioned in G6:
@fapuasa
@gephi
@dawn_news
@humnewspakistan
@avtkhyber_tv
@voadeewa
@shahfarman_pti

Top Mentioned in G7:
@pedro_barciela
@pablomoreno
@_sandromartins
@aleixojosinaldo
@ideologiasccp

Top Mentioned in G8:
@noseconexoes
@olexfelix
@edsnto
@fabiomalini
@la_mendonca

Top Mentioned in G9:
@elizabettinger
@elmermalmesbury
@goingpostale
@katiemarie008
@medievallitura

Top Mentioned in G10:
@barripdmx
@gephi
@julianmaciast

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@silmarq
@calcaware
@karolcummins
@fabriciosx
@ipythonistabot
@raulpacheco
@kemp_ebooks
@rstatstweet
@godfrey_g_

Top Tweeters in G1:
@bexxmodd
@calcaware
@fabriciosx
@ipythonistabot
@godfrey_g_
@calefybtech
@the404code
@pyscalellc
@nvsdata
@brainroaring

Top Tweeters in G2:
@kemp_ebooks
@evalockheart
@gabichazul
@kimjiyu________
@trifenol
@brunamig_
@trotzdehm
@pigmentada__
@mrejfox
@alphoenix

Top Tweeters in G3:
@kalindamwene
@griffonnageora1
@ebahizi1
@sylviebrandt
@krusanga
@gustaveniyonzi1
@hpiedcoq
@libreoffice
@chatrouge4
@thierryseruvumb

Top Tweeters in G4:
@bernardamus
@cececebe
@bcncultura
@cccblab
@diba
@macba_barcelona
@cultura_cat
@catomaro
@patrimonigencat
@museuciencies

Top Tweeters in G5:
@snurb_dot_info
@neo4j
@robroc
@totetmatt
@espejolento
@mihkal
@felwert
@zoe_leblanc
@veikko_isotalo
@8urghardt

Top Tweeters in G6:
@dawn_news
@humnewspakistan
@voadeewa
@avtkhyber_tv
@zia14893121
@asa_cui
@shahfarman_pti
@sajjadwalikhan1
@fapuasa
@zubairkhattak

Top Tweeters in G7:
@silmarq
@pablomoreno
@artur_queiroz42
@_gabrielantero
@pedro_barciela
@lainiwa96939751
@_sandromartins
@ideologiasccp
@manduniversod
@aleixojosinaldo

Top Tweeters in G8:
@fabiomalini
@la_mendonca
@silberhautchen
@jaopereiraaa
@gabriela_lia
@kleber_a_o
@edsnto
@olexfelix
@noseconexoes

Top Tweeters in G9:
@goingpostale
@greenleejw
@medievallitura
@elizabettinger
@heathervhill
@katiemarie008
@elmermalmesbury

Top Tweeters in G10:
@arturocamachob1
@barripdmx
@congosto
@luchocecchini
@david_romerosan
@julianmaciast


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