gephi, Twitter, 10/13/2020 1:24:04 AM, 237847


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gephi_2020-10-12_18-20-40.xlsx
gephi_2020-10-12_18-20-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2020
Short Description:
gephi via NodeXL https://bit.ly/3k6Pjd3
@gephi
@allhoff_joachim
@julianmaciast
@salhaj
@totetmatt
@docassar
@americanhacker
@joanneuberger
@barripdmx
@talkwalker

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

Description:
Description
The graph represents a network of 221 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, 13 October 2020 at 01:21 UTC.

The requested start date was Tuesday, 13 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, 10-hour, 10-minute period from Tuesday, 29 September 2020 at 06:18 UTC to Monday, 12 October 2020 at 16:29 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 : 221
Unique Edges : 213
Edges With Duplicates : 302
Total Edges : 515
Number of Edge Types : 5
Replies to : 62
Tweet : 36
Mentions : 178
Retweet : 76
MentionsInRetweet : 163
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0774907749077491
Reciprocated Edge Ratio : 0.143835616438356
Connected Components : 54
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 98
Maximum Edges in a Connected Component : 367
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.76304
Graph Density : 0.00600575894693542
Modularity : 0.462347
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 221 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, 13 October 2020 at 01:21 UTC.

The requested start date was Tuesday, 13 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, 10-hour, 10-minute period from Tuesday, 29 September 2020 at 06:18 UTC to Monday, 12 October 2020 at 16:29 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:
[9] https://www.programmer-books.com/mastering-gephi-network-visualization/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237111
[3] https://hackernoon.com/how-to-analyze-and-visualize-the-game-of-thrones-character-relationships-km4c3ere
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237383
[3] https://fotografie2014.wordpress.com/twitter/
[3] https://www.linkedin.com/posts/juli%C3%A1n-s%C3%A1nchez-viamonte-ab819a36_jishiba-vacunas-redesociales-activity-6720339138547073024-qswu
[2] https://www.linkedin.com/slink?code=dFemzs3
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208

Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237111
[3] https://fotografie2014.wordpress.com/twitter/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237383
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232843
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230050
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=237240
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234061
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235208
[1] https://www.youtube.com/watch?v=XE1_tPgfxoA

[1] https://drive.google.com/file/d/1DSyfumeg6eeuWAx6vsiIVeN6Dgm7yrvk/view?usp=sharing

Top URLs in Tweet in G2:
[1] https://github.com/graphology/graphology-layout-noverlap#readme
[1] https://github.com/jacomyal/sigma.js/blob/v2/examples/noverlap.ts
[1] https://twitter.com/i/moments/1187692983291916288

Top URLs in Tweet in G3:
[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/
[1] https://twitter.com/ismailfahmi/status/1313158622910660609
[1] https://jg-webmarketing.com/marketing-digital/gephi-le-tutoriel-pour-affiner-votre-maillage-interne/
[1] https://towardsdatascience.com/visualizing-the-white-house-covid-outbreak-f5e35b01ae26?source=rss----7f60cf5620c9---4&utm_source=dlvr.it&utm_medium=twitter
[1] https://bitquery.io/blog/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G4:
[1] https://twitter.com/JulianMaciasT/status/1277715749264592897

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[1] http://www.apparatusjournal.net/index.php/apparatus/article/view/177
[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


Top URLs in Tweet in G7:
[9] https://www.programmer-books.com/mastering-gephi-network-visualization/

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

Top URLs in Tweet in G10:
[2] https://gephi.wordpress.com/2018/11/01/is-gephi-obsolete-situation-and-perspectives/

Top Domains
Top Domains in Tweet in Entire Graph:
[20] nodexlgraphgallery.org
[9] programmer-books.com
[8] twitter.com
[6] wordpress.com
[6] youtube.com
[5] linkedin.com
[3] hackernoon.com
[3] nebula-graph.io
[2] gephi.org
[2] github.com

Top Domains in Tweet in G1:
[20] nodexlgraphgallery.org
[3] wordpress.com
[1] youtube.com
[1] google.com

Top Domains in Tweet in G2:
[2] github.com
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] wordpress.com
[1] jg-webmarketing.com
[1] towardsdatascience.com
[1] bitquery.io

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[4] youtube.com
[1] apparatusjournal.net
[1] twitter.com
[1] wikipedia.org
[1] sciences-po.fr

Top Domains in Tweet in G7:
[9] programmer-books.com

Top Domains in Tweet in G8:
[2] linkedin.com

Top Domains in Tweet in G10:
[2] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] gephi
[24] twitterresearchproject
[24] nodexl
[16] socialnetworkanalysis
[15] rstats
[15] datascience
[13] js
[10] python
[9] javascript
[9] angular



Top Hashtags in Tweet in G1:
[26] gephi
[24] twitterresearchproject
[24] nodexl
[16] socialnetworkanalysis
[15] rstats
[14] datascience
[5] js
[5] dementia
[4] photography
[1] dataviz

Top Hashtags in Tweet in G2:
[7] js
[4] lettres
[4] snt
[4] théâtre
[2] seo
[1] links
[1] pagerank
[1] sna
[1] network
[1] visualization

Top Hashtags in Tweet in G3:
[2] gephi
[1] tlusocialcomp2020
[1] seo
[1] trumpadministration
[1] pandas
[1] covid19
[1] networkvisualization

Top Hashtags in Tweet in G5:
[4] soviet
[4] film
[4] digitalhistory
[4] dh
[3] gephi
[1] hyphe
[1] js

Top Hashtags in Tweet in G7:
[9] python
[9] javascript
[9] angular
[9] reactjs
[9] vuejs
[9] perl
[1] ruby
[1] csharp
[1] java
[1] linux

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

Top Words
Top Words in Tweet in Entire Graph:
[174] gephi
[105] ì
[68] ë
[40] #gephi
[38] ê
[38] í
[30] allhoff_joachim
[25] salhaj
[24] #twitterresearchproject
[24] #nodexl

Top Words in Tweet in G1:
[42] gephi
[30] allhoff_joachim
[26] #gephi
[25] salhaj
[24] #twitterresearchproject
[24] #nodexl
[20] docassar
[18] nodexl
[16] #socialnetworkanalysis
[15] #rstats

Top Words in Tweet in G2:
[31] gephi
[7] released
[7] #js
[7] implementation
[7] noverlap
[7] anti
[7] collision
[7] layout
[7] algorithm
[7] graphology

Top Words in Tweet in G3:
[14] gephi
[4] gt
[2] one
[2] rapidminer
[2] pake
[2] ãƒ
[2] ªã
[2] thread
[2] using
[2] neo4j

Top Words in Tweet in G4:
[19] gephi
[9] julianmaciast
[8] uso
[7] barripdmx
[7] congosto
[7] hoarder
[6] software
[6] libre
[5] varias
[4] comprobarbebe

Top Words in Tweet in G5:
[10] gephi
[6] published
[6] true_mxp
[4] social
[4] network
[4] analysis
[4] #soviet
[4] #film
[4] industry
[4] beautifully

Top Words in Tweet in G6:
[2] danielalvesfcsh
[2] dani_sanches
[2] ricardompimenta
[2] labhdufba
[2] larhud1
[2] historianawiki
[2] pdrslvr
[2] joanapaulino9
[2] jimmy_medeiros
[2] gephi

Top Words in Tweet in G7:
[9] mastering
[9] gephi
[9] network
[9] visualization
[9] gt
[9] #python
[9] #javascript
[9] #angular
[9] #reactjs
[9] #vuejs

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

Top Words in Tweet in G9:
[2] gephi

Top Words in Tweet in G10:
[5] assign
[3] ellakhoward
[3] rise
[3] fall
[3] gephi
[3] reading
[2] quinnanya
[2] essay

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] ì,ë
[29] ë,ì
[19] ì,ì
[18] gephi,nodexl
[17] #gephi,#nodexl
[15] #twitterresearchproject,#socialnetworkanalysis
[13] œ,ì
[12] allhoff_joachim,#twitterresearchproject
[12] í,ì
[11] nodexl,allhoff_joachim

Top Word Pairs in Tweet in G1:
[18] gephi,nodexl
[17] #gephi,#nodexl
[15] #twitterresearchproject,#socialnetworkanalysis
[12] allhoff_joachim,#twitterresearchproject
[11] nodexl,allhoff_joachim
[11] allhoff_joachim,gephi
[11] gephi,slagsec_
[11] slagsec_,julianmaciast
[11] julianmaciast,salhaj
[11] salhaj,docassar

Top Word Pairs in Tweet in G2:
[7] released,#js
[7] #js,implementation
[7] implementation,gephi
[7] gephi,noverlap
[7] noverlap,anti
[7] anti,collision
[7] collision,layout
[7] layout,algorithm
[7] algorithm,graphology
[6] yomguithereal,released

Top Word Pairs in Tweet in G4:
[6] software,libre
[4] barripdmx,congosto
[4] tbellp,uso
[4] uso,varias
[4] varias,hoarder
[4] hoarder,gephi
[4] gephi,trendsmap
[4] trendsmap,propia
[4] propia,desarrollada
[4] desarrollada,python

Top Word Pairs in Tweet in G5:
[5] true_mxp,gephi
[4] social,network
[4] network,analysis
[4] analysis,#soviet
[4] #soviet,#film
[4] #film,industry
[4] industry,beautifully
[4] beautifully,published
[4] published,apparatusjourn
[4] apparatusjourn,#digitalhistory

Top Word Pairs in Tweet in G6:
[2] danielalvesfcsh,dani_sanches
[2] dani_sanches,ricardompimenta
[2] ricardompimenta,labhdufba
[2] labhdufba,larhud1
[2] larhud1,historianawiki
[2] historianawiki,pdrslvr
[2] pdrslvr,joanapaulino9
[2] joanapaulino9,jimmy_medeiros

Top Word Pairs in Tweet in G7:
[9] mastering,gephi
[9] gephi,network
[9] network,visualization
[9] visualization,gt
[9] gt,#python
[9] #python,#javascript
[9] #javascript,#angular
[9] #angular,#reactjs
[9] #reactjs,#vuejs
[8] programmerbooks,mastering

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

Top Word Pairs in Tweet in G10:
[3] rise,fall
[3] fall,gephi
[3] gephi,reading
[3] reading,assign
[2] ellakhoward,rise
[2] quinnanya,assign
[2] assign,essay

Top Replied-To
Top Replied-To in Entire Graph:
@raquelrecuero
@barripdmx
@martinomosna
@gegen_die_afd
@grandjeanmartin
@ananias_1979
@julianmaciast
@sector035
@quinnanya
@alucchesi

Top Replied-To in G1:
@igorbrigadir

Top Replied-To in G2:
@raquelrecuero
@martinomosna
@ananias_1979
@sector035
@lorandbodo
@garethjax
@david_romerosan
@martaespuny

Top Replied-To in G4:
@barripdmx
@julianmaciast
@srbermudez
@tbellp
@globograma
@congosto
@comprobarbebe

Top Replied-To in G5:
@grandjeanmartin
@jacomyma
@true_mxp
@ted_underwood

Top Replied-To in G6:
@alucchesi
@projeto_enders

Top Replied-To in G9:
@collapser_pilot

Top Replied-To in G10:
@quinnanya

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@julianmaciast
@docassar
@salhaj
@ifeanyidiaye
@slagsec_
@americanhacker
@jacomyma

Top Mentioned in G1:
@allhoff_joachim
@gephi
@docassar
@salhaj
@julianmaciast
@ifeanyidiaye
@slagsec_
@americanhacker

Top Mentioned in G2:
@gephi
@yomguithereal
@sector035
@pagedeslettres
@lorandbodo
@academicchatter
@ananias_1979
@raquelrecuero

Top Mentioned in G4:
@julianmaciast
@congosto
@barripdmx
@comprobarbebe
@dalvarez37
@tbellp
@srbermudez
@gephi

Top Mentioned in G5:
@gephi
@true_mxp
@apparatusjourn
@joanneuberger
@totetmatt
@geph
@slavicdh
@yomguithereal
@jacomyma

Top Mentioned in G6:
@danielalvesfcsh
@dani_sanches
@ricardompimenta
@labhdufba
@larhud1
@historianawiki
@pdrslvr
@joanapaulino9
@jimmy_medeiros

Top Mentioned in G7:
@programmerbooks

Top Mentioned in G8:
@paul_eng

Top Mentioned in G9:
@brodnig
@dsciencewithf
@cle_kom

Top Mentioned in G10:
@ellakhoward
@quinnanya

Top Tweeters
Top Tweeters in Entire Graph:
@collegemenfess
@llnuxbot
@codegnuts
@computadorbot
@dataaugmented
@nodequotesbot
@academicchatter
@gabissoul
@rstatstweet
@mdrechsler

Top Tweeters in G1:
@rstatstweet
@fabriciosx
@salhaj
@slagsec_
@vivianfrancos
@thartman2u
@rstats4ds
@oletna
@jsellenberg
@manuelvarzen

Top Tweeters in G2:
@computadorbot
@academicchatter
@mdrechsler
@ananias_1979
@garethjax
@raquelrecuero
@revolunet
@david_romerosan
@ponteineptique
@petitpixel29

Top Tweeters in G3:
@collegemenfess
@cobragrilllegal
@yokbisayok_
@sannuvola
@sammieajo
@smndyr
@a
@r_pieris
@baeehyung
@alexanderebhart

Top Tweeters in G4:
@gabissoul
@educadorpedro
@barripdmx
@laloalarcn2
@jordi__mur
@dalvarez37
@juandediosmerol
@critic_ar_te
@congosto
@globograma

Top Tweeters in G5:
@clancynewyork
@ted_underwood
@true_mxp
@grandjeanmartin
@fbahoken
@totetmatt
@susangrunewald1
@avisp0n
@apparatusjourn
@joanneuberger

Top Tweeters in G6:
@alucchesi
@projeto_enders
@danielalvesfcsh
@jimmy_medeiros
@joanapaulino9
@historianawiki
@ricardompimenta
@pdrslvr
@dani_sanches
@larhud1

Top Tweeters in G7:
@llnuxbot
@codegnuts
@nodequotesbot
@adam_it_
@manifattura40
@rahul_rpandya
@beakpeaklogic
@programmerbooks

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

Top Tweeters in G9:
@correctiv_org
@brodnig
@collapser_pilot
@dsciencewithf
@cle_kom

Top Tweeters in G10:
@kathryntomasek
@dhbbaw
@quinnanya
@ellakhoward


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