gephi, Twitter, 1/19/2021 1:28:34 AM, 245943


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gephi_2021-01-18_17-25-08.xlsx
gephi_2021-01-18_17-25-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2021
Short Description:
gephi via NodeXL https://bit.ly/3bSQUlo
@gephi
@bendobrown
@puracoragem
@fabiomalini
@f_lauwaerts
@haskertim
@macscds
@mazinger62____
@smellslike9
@rachellstarry

Top hashtags:
#tmchataobanglabachao
#socialnetworkanalysis
#twitterresearchproject
#gephi
#twitter

Description:
Description
The graph represents a network of 352 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, 19 January 2021 at 01:25 UTC.

The requested start date was Tuesday, 19 January 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, 17-hour, 30-minute period from Tuesday, 05 January 2021 at 03:06 UTC to Sunday, 17 January 2021 at 20:37 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 : 352
Unique Edges : 210
Edges With Duplicates : 360
Total Edges : 570
Number of Edge Types : 5
Replies to : 72
Mentions : 112
Tweet : 51
Retweet : 157
MentionsInRetweet : 178
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0.0365853658536585
Reciprocated Edge Ratio : 0.0705882352941176
Connected Components : 60
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 189
Maximum Edges in a Connected Component : 364
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.648328
Graph Density : 0.00275187775187775
Modularity : 0.559985
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 352 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, 19 January 2021 at 01:25 UTC.

The requested start date was Tuesday, 19 January 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, 17-hour, 30-minute period from Tuesday, 05 January 2021 at 03:06 UTC to Sunday, 17 January 2021 at 20:37 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:
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] https://journals.plos.org/plosone/doi?id=10.1371/journal.pone.0101357
[2] https://www.databulle.com/blog/random/gephi-ram.html
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://twinetbook.john-coene.com/
[1] https://github.com/pablogglz/twitter-vis-gephi
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D371n3Ye9vVo%26ab_channel%3Djengolbeck&q=EgS4SO-bGJXWlIAGIhkA8aeDS7peiPjS9EMaNjJh29-v0j7Gs2beMgFy
[1] https://www.analyticsvidhya.com/blog/2021/01/social-network-analysis-using-gephi/
[1] https://twitter.com/fabiomalini/status/1350079250955689984
[1] https://jessicaotis.com/tutorials/gephi/

Top URLs in Tweet in G3:
[3] https://journals.plos.org/plosone/doi?id=10.1371/journal.pone.0101357
[1] https://twitter.com/3r1ng/status/1225224812794175489
[1] 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://www.youtube.com/watch?v=o-D-Duv8Mcs&feature=youtu.be


Top URLs in Tweet in G4:
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.youtube.com/watch?v=3EQXC--GKVQ&feature=youtu.be

[1] https://algifari.id/2020/08/18/tutorial-dasar-gephi/
[1] https://rogerblverhoeven.tumblr.com/post/640006180724473856/oxidi-interactive-visualization-of-contributors#_=_
[1] https://twitter.com/derekobrienmp/status/1348819084784398336
[1] https://chorograph.com/using-gephi-to-visualise-graphs/
[1] https://www.analyticsvidhya.com/blog/2021/01/social-network-analysis-using-gephi/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D371n3Ye9vVo%26ab_channel%3Djengolbeck&q=EgS4SO-bGJXWlIAGIhkA8aeDS7peiPjS9EMaNjJh29-v0j7Gs2beMgFy

Top URLs in Tweet in G6:
[1] https://gephi.org/

Top URLs in Tweet in G7:
[1] https://eseis.es/investigacion/big-data/social-media-internet
[1] https://twitter.com/SilGFerreyra/status/1349118369241423874

Top URLs in Tweet in G9:
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://fotografie2014.wordpress.com/twitter/

Top URLs in Tweet in G10:
[1] https://library.mcmaster.ca/dmds-network-analysis-gephi

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] tmchataobanglabachao
[14] socialnetworkanalysis
[12] twitterresearchproject
[11] gephi
[11] twitter
[10] socialmediaanalysis
[6] ces2021
[6] socialmedia
[4] colonisation
[4] decolonisation



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

Top Hashtags in Tweet in G3:
[3] plosone
[3] youtube
[3] socialmedia
[3] networkanalytics
[3] gephi
[3] twitter
[1] nodexl

Top Hashtags in Tweet in G4:
[2] gephi
[1] socialnetworkanalysis
[1] gsuedlead
[1] leadershipmatters
[1] networkscience
[1] sna
[1] software
[1] motherandbabyhomes
[1] tiemposdetesis
[1] análisisdeactores

Top Hashtags in Tweet in G7:
[3] socialmedia
[3] internet
[3] bigdata
[3] twitter
[3] r
[3] rstudio
[3] python
[1] gephi

Top Hashtags in Tweet in G9:
[13] socialnetworkanalysis
[12] twitterresearchproject
[10] socialmediaanalysis
[6] ces2021
[5] gephi
[4] rstats
[4] datascience
[4] colonisation
[4] decolonisation
[3] qgis

Top Words
Top Words in Tweet in Entire Graph:
[177] gephi
[134] accounts
[100] network
[67] finally
[67] whole
[66] bendobrown
[66] let's
[66] view
[66] those
[66] comparison

Top Words in Tweet in G1:
[133] accounts
[66] finally
[66] let's
[66] view
[66] those
[66] comparison
[66] whole
[66] network
[66] captured
[66] under

Top Words in Tweet in G2:
[41] 01
[40] grafo
[40] período
[38] fabiomalini
[33] 11
[32] rts
[32] republicações
[32] mensagens
[32] twitter
[32] analisado

Top Words in Tweet in G3:
[31] gephi
[6] pmelson
[6] myrtus0x0
[6] graph
[5] more
[5] networkx
[5] python
[4] bitburner
[4] network
[4] dot

Top Words in Tweet in G4:
[24] gephi
[13] gt
[6] network
[4] using
[4] ðµñ
[3] ðµ
[3] data
[3] analysis
[2] apis
[2] #gephi

Top Words in Tweet in G6:
[7] haskertim
[7] gephi
[3] very
[3] network
[3] used
[3] nodegoat
[3] good
[2] data
[2] over
[2] time

Top Words in Tweet in G7:
[3] doy
[3] fe
[3] gran
[3] experiencia
[3] aprendizaje
[3] silgferreyra
[3] #socialmedia
[3] #internet
[3] #bigdata
[3] #twitter

Top Words in Tweet in G8:
[12] gephi
[11] queridos
[11] jovens
[11] estudantes
[11] preferencialmente
[11] pretíneos
[11] saibam
[11] trabalhar
[11] tenha
[11] interesse

Top Words in Tweet in G9:
[13] #socialnetworkanalysis
[12] #twitterresearchproject
[12] sna
[10] #socialmediaanalysis
[8] allhoff_joachim
[7] sentiment
[6] #ces2021
[5] word
[5] cloud
[5] #gephi

Top Words in Tweet in G10:
[16] gephi
[9] network
[9] analysis
[8] free
[8] workshop
[8] dmds
[8] mon
[8] jan
[8] 20
[8] 12pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] finally,let's
[66] let's,view
[66] view,those
[66] those,accounts
[66] accounts,comparison
[66] comparison,whole
[66] whole,network
[66] network,accounts
[66] accounts,captured
[66] captured,under

Top Word Pairs in Tweet in G1:
[66] finally,let's
[66] let's,view
[66] view,those
[66] those,accounts
[66] accounts,comparison
[66] comparison,whole
[66] whole,network
[66] network,accounts
[66] accounts,captured
[66] captured,under

Top Word Pairs in Tweet in G2:
[38] fabiomalini,grafo
[33] 11,01
[32] grafo,rts
[32] rts,republicações
[32] republicações,mensagens
[32] mensagens,twitter
[32] twitter,período
[32] período,analisado
[32] analisado,25
[32] 25,12

Top Word Pairs in Tweet in G3:
[4] networkx,python
[3] gephi,thank
[3] #plosone,dyconet
[3] dyconet,gephi
[3] gephi,plugin
[3] plugin,community
[3] community,detection
[3] detection,dynamic
[3] dynamic,complex
[3] complex,networks

Top Word Pairs in Tweet in G4:
[12] gt,gt
[4] using,gephi
[2] ðµñ,ðµñ
[2] social,network
[2] network,analysis

Top Word Pairs in Tweet in G7:
[3] doy,fe
[3] fe,gran
[3] gran,experiencia
[3] experiencia,aprendizaje
[3] aprendizaje,silgferreyra
[3] silgferreyra,#socialmedia
[3] #socialmedia,#internet
[3] #internet,#bigdata
[3] #bigdata,#twitter
[3] #twitter,#r

Top Word Pairs in Tweet in G8:
[11] queridos,jovens
[11] jovens,estudantes
[11] estudantes,preferencialmente
[11] preferencialmente,pretíneos
[11] pretíneos,saibam
[11] saibam,trabalhar
[11] trabalhar,gephi
[11] gephi,tenha
[11] tenha,interesse
[11] interesse,repertório

Top Word Pairs in Tweet in G9:
[9] #socialmediaanalysis,#socialnetworkanalysis
[8] allhoff_joachim,#twitterresearchproject
[8] #twitterresearchproject,#socialmediaanalysis
[6] #socialnetworkanalysis,sna
[5] sentiment,word
[5] word,cloud
[5] see,more
[4] #socialnetworkanalysis,#ces2021
[4] #ces2021,sentiment
[4] #twitterresearchproject,#socialnetworkanalysis

Top Word Pairs in Tweet in G10:
[9] network,analysis
[8] free,workshop
[8] workshop,dmds
[8] dmds,network
[8] analysis,gephi
[8] gephi,mon
[8] mon,jan
[8] jan,20
[8] 20,12pm
[8] 12pm,use

Top Replied-To
Top Replied-To in Entire Graph:
@pmelson
@haskertim
@bitburner
@jeremy_paterson
@lornarichardson
@pedrofromvzla
@elissarhassan
@myrtus0x0
@blusyse
@stellarzac

Top Replied-To in G3:
@pmelson
@bitburner
@myrtus0x0
@bendobrown
@_t0nix
@waitmanb
@dralia_p
@3r1ng
@leoandraj
@fopeo

Top Replied-To in G5:
@buzzlightyearz_

Top Replied-To in G6:
@haskertim
@tracelarkhall
@drskbarker

Top Mentioned
Top Mentioned in Entire Graph:
@bendobrown
@fabiomalini
@gephi
@tais_so
@allhoff_joachim
@macscds
@myrtus0x0
@marga_tf
@mazinger62____
@queerterpreter

Top Mentioned in G1:
@bendobrown
@gephi

Top Mentioned in G2:
@fabiomalini
@crowdtangle

Top Mentioned in G3:
@gephi
@myrtus0x0
@nodexl
@adaminchicago
@zifra
@mihkal
@jakelatr
@macscds
@robbeekmans
@hpiedcoq

Top Mentioned in G5:
@surferjimw
@402paymentreq
@ko01zero
@th3acist
@stackinsatz
@giacomozucco
@jronkain
@mir_btc
@eumartinez20
@hanakookie1

Top Mentioned in G6:
@nodegoat
@haskertim
@greenleejw
@gephi
@proghist

Top Mentioned in G7:
@silgferreyra
@estrellagualda
@unihuelva
@unmdp
@dipuhu
@grupoeseis
@ucc_uhu
@ivnrguez
@carolina_reb
@yolandapelayod1

Top Mentioned in G8:
@tais_so

Top Mentioned in G9:
@allhoff_joachim

Top Mentioned in G10:
@macscds

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@natransversal
@ary_antipt
@aluizcosta
@collegemenfess
@silmarq
@bexxmodd
@thiagofc1982
@ranask35
@cartasmarottas

Top Tweeters in G1:
@ranask35
@indigokores
@hearthacker41
@singhtivendra
@nandtara
@shrichandrajosh
@ransari596
@researchaditya
@asmatasleem11
@ritujoshi_

Top Tweeters in G2:
@odio_nao
@natransversal
@ary_antipt
@aluizcosta
@silmarq
@thiagofc1982
@cartasmarottas
@bonassoli
@shippl0mez
@erivanraposo

Top Tweeters in G3:
@globug81
@bitburner
@waitmanb
@py_data_sci
@3r1ng
@dralia_p
@zifra
@diebo37rt2
@talkwalker
@pmelson

Top Tweeters in G4:
@collegemenfess
@toriskoczi
@0ffensiveg
@rogeliketweety
@datos_digital
@antiaandre
@tehraio
@rafaelcopero
@manumayrink
@totetmatt

Top Tweeters in G5:
@giacomozucco
@bennd77
@hanakookie1
@buzzlightyearz_
@fartface2000
@surferjimw
@mir_btc
@knutsvanholm
@th3acist
@jronkain

Top Tweeters in G6:
@tracelarkhall
@drskbarker
@greenleejw
@stickybears
@sarahk_hall
@joe_saunders1
@milner_matt
@proghist
@f_lauwaerts
@haskertim

Top Tweeters in G7:
@ivnrguez
@unihuelva
@dipuhu
@uhutso
@estrellagualda
@unmdp
@ucc_uhu
@silgferreyra
@grupoeseis
@carolina_reb

Top Tweeters in G8:
@mariposa_bruxa
@valenada_
@tais_so
@eloy_vieira
@eracilada
@juliomatosmkt
@ju_alobo
@dyedady
@tarciziosilva
@pedro_barciela

Top Tweeters in G9:
@rstatstweet
@trendsinai
@fabriciosx
@code_convention
@nvsdata
@rstats4ds
@albertoemachado
@allhoff_joachim

Top Tweeters in G10:
@ahash
@multimediatales
@tufix
@sandrabrt
@innisbizlib
@lyonsnewmedia
@macscds
@mayya_sundukova


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