gephi, Twitter, 10/6/2020 2:19:12 AM, 237111


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gephi_2020-10-05_18-20-40.xlsx
gephi_2020-10-05_18-20-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2020
Short Description:
gephi via NodeXL https://bit.ly/2GsQncu
@allhoff_joachim
@gephi
@slagsec_
@julianmaciast
@salhaj
@docassar
@americanhacker
@ifeanyidiaye
@jacomyma
@totetmatt

Top hashtags:
#gephi
#twitterresearchproject
#nodexl
#js
#dementia
#rstats
#datascience

Description:
Description
The graph represents a network of 249 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, 06 October 2020 at 01:20 UTC.

The requested start date was Tuesday, 06 October 2020 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, 15-hour, 2-minute period from Tuesday, 22 September 2020 at 03:50 UTC to Monday, 05 October 2020 at 18:53 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 : 249
Unique Edges : 221
Edges With Duplicates : 211
Total Edges : 432
Number of Edge Types : 5
Retweet : 70
MentionsInRetweet : 131
Tweet : 32
Replies to : 46
Mentions : 153
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.0446096654275093
Reciprocated Edge Ratio : 0.0854092526690391
Connected Components : 45
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 245
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.566038
Graph Density : 0.00455045990413266
Modularity : 0.567481
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 249 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, 06 October 2020 at 01:20 UTC.

The requested start date was Tuesday, 06 October 2020 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, 15-hour, 2-minute period from Tuesday, 22 September 2020 at 03:50 UTC to Monday, 05 October 2020 at 18:53 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235649
[3] https://gephi.org/
[3] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234061
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://twitter.com/ismailfahmi/status/1313158622910660609
[1] https://lucahammer.com/2016/09/06/guide-analyzing-twitter-networks-with-gephi-0-9-1/
[1] https://hoaxy.iuni.iu.edu/

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235649
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[2] https://fotografie2014.wordpress.com/twitter/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234061

Top URLs in Tweet in G3:
[3] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[1] https://twitter.com/fbahoken/status/1312797372502679562
[1] https://fr.wikipedia.org/wiki/Hyphe
[1] https://hyphe.medialab.sciences-po.fr
[1] https://www.youtube.com/watch?v=YM_37z_uURM&feature=youtu.be

[1] https://www.youtube.com/watch?v=0LqY8OfSsKE&feature=youtu.be

[1] https://twitter.com/i/moments/1187692983291916288
[1] https://github.com/graphology/graphology-layout-noverlap#readme
[1] https://github.com/jacomyal/sigma.js/blob/v2/examples/noverlap.ts

Top URLs in Tweet in G4:
[1] https://gephi.org/

Top URLs in Tweet in G5:
[1] https://gephi.org/
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.amazon.co.jp/dp/4297105829/ref=cm_sw_r_tw_dp_x_uXWBFbSTRTWS2
[1] https://twitter.com/Juanch0t/status/1309600790374359041
[1] https://twitter.com/pcgamer/status/1311234336818171904
[1] https://twitter.com/kegblgnunfaedh/status/1311683145175973888
[1] https://ifi7167socialcomputing.wordpress.com/data-analysis-2/social-network-analysis-with-gephi/

Top URLs in Tweet in G6:
[1] https://twitter.com/JulianMaciasT/status/1277715749264592897

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/slink?code=dFemzs3

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=XE1_tPgfxoA


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] gephi
[14] twitterresearchproject
[8] nodexl
[8] js
[7] dementia
[5] rstats
[5] datascience
[5] socialnetworkanalysis
[4] neo4j
[4] lettres



Top Hashtags in Tweet in G2:
[12] twitterresearchproject
[11] gephi
[8] nodexl
[5] socialnetworkanalysis
[4] rstats
[4] datascience
[4] generativeart
[4] creativecoding
[4] digitalart
[4] newmediaart

Top Hashtags in Tweet in G3:
[8] js
[4] lettres
[4] snt
[4] théâtre
[3] gephi
[1] hyphe
[1] humanitésnumériques
[1] 2de
[1] lycée2019
[1] geplettres

Top Hashtags in Tweet in G5:
[1] gephi
[1] ars
[1] enlagrafica
[1] sisoyyo
[1] datascience
[1] tlusocialcomp2020

Top Hashtags in Tweet in G8:
[1] graphdatabase
[1] neo4j
[1] gephi
[1] tableau
[1] nosql

Top Hashtags in Tweet in G10:
[7] dementia
[3] gephi
[3] socialmediaresearch
[2] twitterresearchproject
[1] rstats

Top Words
Top Words in Tweet in Entire Graph:
[136] gephi
[28] friends
[23] network
[22] #gephi
[21] using
[17] allhoff_joachim
[16] graph
[16] julianmaciast
[15] software
[15] data

Top Words in Tweet in G1:
[2] groups
[2] gephi
[2] skittle
[2] charts
[2] remember

Top Words in Tweet in G2:
[22] gephi
[17] allhoff_joachim
[15] docassar
[12] #twitterresearchproject
[11] #gephi
[10] nodexl
[8] #nodexl
[8] laurak_nelson
[7] salhaj
[6] julianmaciast

Top Words in Tweet in G3:
[30] gephi
[8] released
[8] #js
[8] implementation
[8] noverlap
[8] anti
[8] collision
[8] layout
[8] algorithm
[8] graphology

Top Words in Tweet in G5:
[12] gephi
[4] análisis
[3] redes
[2] visualize
[2] etiqueta
[2] cuentas
[2] one
[2] rapidminer

Top Words in Tweet in G6:
[13] gephi
[10] julianmaciast
[9] gráfico
[7] uso
[7] hoarder
[6] software
[6] libre
[6] repiten
[6] muchos
[6] patrones

Top Words in Tweet in G7:
[27] friends
[13] dia
[13] network
[13] dated
[13] july
[13] 2020
[13] using
[13] outdated
[13] data
[13] done

Top Words in Tweet in G8:
[5] excellent
[5] article
[5] graph
[5] databases
[5] differ
[5] relational
[5] model
[5] interesting
[5] visualisation
[5] tools

Top Words in Tweet in G9:
[3] orangedataminer
[3] gephi

Top Words in Tweet in G10:
[7] #dementia
[4] media
[3] ifeanyidiaye
[3] #gephi
[3] #socialmediaresearch
[3] social
[3] research
[3] twitter
[3] network
[3] 1430

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] dia,friends
[13] friends,network
[13] network,dated
[13] dated,july
[13] july,2020
[13] 2020,using
[13] using,outdated
[13] outdated,data
[13] data,done
[13] done,gephi

Top Word Pairs in Tweet in G1:
[2] gephi,skittle

Top Word Pairs in Tweet in G2:
[10] gephi,nodexl
[10] nodexl,gephi
[6] #gephi,#nodexl
[6] gephi,julianmaciast
[6] julianmaciast,allhoff_joachim
[6] allhoff_joachim,docassar
[6] docassar,bendobrown
[6] bendobrown,laurak_nelson
[5] analysis,#gephi
[5] top,hashtags

Top Word Pairs in Tweet in G3:
[8] released,#js
[8] #js,implementation
[8] implementation,gephi
[8] gephi,noverlap
[8] noverlap,anti
[8] anti,collision
[8] collision,layout
[8] layout,algorithm
[8] algorithm,graphology
[7] yomguithereal,released

Top Word Pairs in Tweet in G5:
[3] análisis,redes
[2] redes,gephi

Top Word Pairs in Tweet in G6:
[6] software,libre
[6] repiten,muchos
[6] muchos,patrones
[6] patrones,campañas
[6] campañas,anteriores
[6] anteriores,incluso
[6] incluso,gráfico
[6] gráfico,nodo
[6] nodo,nodos
[6] nodos,gephi

Top Word Pairs in Tweet in G7:
[13] dia,friends
[13] friends,network
[13] network,dated
[13] dated,july
[13] july,2020
[13] 2020,using
[13] using,outdated
[13] outdated,data
[13] data,done
[13] done,gephi

Top Word Pairs in Tweet in G8:
[5] excellent,article
[5] article,graph
[5] graph,databases
[5] databases,differ
[5] differ,relational
[5] relational,model
[5] model,interesting
[5] interesting,visualisation
[5] visualisation,tools
[4] paul_eng,excellent

Top Word Pairs in Tweet in G10:
[3] social,media
[3] media,research
[3] research,#dementia
[3] #dementia,twitter
[3] twitter,network
[3] network,1430
[3] 1430,users
[3] users,1140
[3] 1140,tweets
[3] tweets,containing

Top Replied-To
Top Replied-To in Entire Graph:
@raquelrecuero
@gegen_die_afd
@grandjeanmartin
@ananias_1979
@wearerladies
@mojo_not_jojo
@olviafitri
@derboesewolff
@david_romerosan
@martaespuny

Top Replied-To in G1:
@l0lly1345
@stickinmymind

Top Replied-To in G3:
@raquelrecuero
@grandjeanmartin
@ananias_1979
@david_romerosan
@martaespuny
@jacomyma
@true_mxp
@ted_underwood
@darkniltus

Top Replied-To in G4:
@thaisglod

Top Replied-To in G6:
@tbellp
@srbermudez

Top Replied-To in G9:
@igorbrigadir

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@julianmaciast
@allhoff_joachim
@docassar
@seulgisdrylips
@ifeanyidiaye
@laurak_nelson
@yomguithereal
@salhaj
@bendobrown

Top Mentioned in G1:
@bigbillshater
@weronlyhumn
@rebootedandrea
@sansmerci89
@hollywoodphony
@travisbikle1759
@leonidchris
@boohoobetch
@hellbreaknloose
@paineisresister

Top Mentioned in G2:
@allhoff_joachim
@docassar
@gephi
@laurak_nelson
@salhaj
@julianmaciast
@bendobrown
@ifeanyidiaye
@mihkal

Top Mentioned in G3:
@gephi
@yomguithereal
@true_mxp
@pagedeslettres
@totetmatt
@jacomyma
@ananias_1979
@raquelrecuero

Top Mentioned in G4:
@fermincerezo
@lasnavesinn
@carlosgaliana
@javimateog
@joanribo
@mauroxesteira
@gerardobustosp
@vlctechcity
@marta_chillaron
@joancalabuig

Top Mentioned in G6:
@julianmaciast
@tbellp
@srbermudez

Top Mentioned in G7:
@seulgisdrylips

Top Mentioned in G8:
@paul_eng

Top Mentioned in G9:
@gephi
@orangedataminer
@wire
@elastic

Top Mentioned in G10:
@ifeanyidiaye
@agephipopart
@mysocialdata

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@raulpacheco
@computadorbot
@dataaugmented
@jsnewsbot
@gabissoul
@r_chirgwin
@acarvin
@mdrechsler
@amateurmmo

Top Tweeters in G1:
@amateurmmo
@bigbillshater
@slagsec_
@swbhfx
@sandmeieraugust
@snowwhite7iam
@booboo03871369
@immindinspired
@tevan2864
@weronlyhumn

Top Tweeters in G2:
@chidambara09
@jsnewsbot
@salhaj
@fabriciosx
@datasciencebot_
@vivianfrancos
@rstats4ds
@talkwalker
@jsellenberg
@activithink

Top Tweeters in G3:
@computadorbot
@mdrechsler
@ananias_1979
@barripdmx
@ted_underwood
@true_mxp
@raquelrecuero
@grandjeanmartin
@revolunet
@fbahoken

Top Tweeters in G4:
@joancalabuig
@monicaoltra
@ajuntamentvlc
@gerardobustosp
@carlosgaliana
@lasnavesinn
@joanribo
@fermincerezo
@connectasalut
@sbonet

Top Tweeters in G5:
@augustosaude
@cobragrilllegal
@yokbisayok_
@ftoku
@sannuvola
@smndyr
@fkrzreza
@cazamosfakenews
@javiercha
@alvaro_mora_

Top Tweeters in G6:
@gabissoul
@educadorpedro
@duopp2
@laloalarcn2
@jordi__mur
@praxedespv
@juandediosmerol
@jl_sgm
@srbermudez
@tbellp

Top Tweeters in G7:
@seulgisdrylips
@zertt_lense
@9nineix
@skyebiin
@nuriiiin_91
@evrydy5
@minah1698
@haru_aid
@rumble_bbb
@parkjiyeon3___

Top Tweeters in G8:
@dataaugmented
@followlori
@neo4j
@paul_eng
@felipemacias

Top Tweeters in G9:
@igorbrigadir
@wire
@elastic
@americanhacker
@orangedataminer

Top Tweeters in G10:
@ifeanyidiaye
@mysocialdata
@chuksidiaye
@agephipopart
@mavisnaissance


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