gephi, Twitter, 6/23/2020 2:32:46 AM, 229747


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gephi_2020-06-22_18-28-51.xlsx
gephi_2020-06-22_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2020
Short Description:
gephi via NodeXL https://bit.ly/3hRhjAl
@casaredamlo
@gephi
@allhoff_joachim
@docassar
@talkwalker
@ifeanyidiaye
@congosto
@amarlakel
@martinomosna
@remi_corbineau

Top hashtags:
#gephi
#twitterresearchproject
#nodexl
#twitter
#rstats
#osint
#blacklivesmatters

Description:
Description
The graph represents a network of 345 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, 23 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 23 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 16-hour, 33-minute period from Tuesday, 09 June 2020 at 02:29 UTC to Monday, 22 June 2020 at 19:03 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 : 345
Unique Edges : 285
Edges With Duplicates : 393
Total Edges : 678
Number of Edge Types : 5
Retweet : 133
MentionsInRetweet : 211
Replies to : 86
Mentions : 214
Tweet : 34
Self-Loops : 35
Reciprocated Vertex Pair Ratio : 0.0617283950617284
Reciprocated Edge Ratio : 0.116279069767442
Connected Components : 59
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 167
Maximum Edges in a Connected Component : 458
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.178635
Graph Density : 0.0036231884057971
Modularity : 0.544804
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 345 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, 23 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 23 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 16-hour, 33-minute period from Tuesday, 09 June 2020 at 02:29 UTC to Monday, 22 June 2020 at 19:03 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:
[61] https://gephi.org
[5] https://fotografie2014.wordpress.com/twitter/
[3] 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
[3] https://ferrara.data.blog/2020/06/16/le-reti-di-twitter/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224976
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225294
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229351
[2] https://gephi.org/
[1] http://www.socialnetworkharvester.de/umfrage/

Top URLs in Tweet in G1:
[60] https://gephi.org
[1] https://twitter.com/JulianMaciasT/status/1272309262111453185

Top URLs in Tweet in G2:
[5] https://fotografie2014.wordpress.com/twitter/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[3] 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
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224976
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229351
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225294
[1] https://gephi.org
[1] https://drive.google.com/file/d/13E37a_EMbpyjuKTIgcuAiXC1r_n2sVpK/view?usp=sharing

Top URLs in Tweet in G3:
[1] http://www.socialnetworkharvester.de/umfrage/
[1] https://cjlm.ca/posts/source-target-moderation-pt2/
[1] https://twitter.com/VilaWeb/status/1273164629313818625
[1] https://lucahammer.com/2019/11/05/creating-a-retweet-network-for-gephi-from-a-local-file-with-python/
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0098679
[1] https://arxiv.org/abs/0803.0476
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-019-41695-z

Top URLs in Tweet in G4:
[1] https://www.cambridge.org/core/journals/review-of-international-studies/article/perpetual-decline-or-persistent-dominance-uncovering-angloamericas-true-structural-power-in-global-finance/75536FC7435F72FC9AB4968D0509F019

Top URLs in Tweet in G5:
[1] https://twitter.com/GrandjeanMartin/status/1197807771644833795

Top URLs in Tweet in G7:
[1] https://reticular.hypotheses.org/1724

Top URLs in Tweet in G8:
[1] http://inteligenciacomunicaciononline.blogspot.com/2019/03/gephi-twitter-tutorial-basico.html?platform=hootsuite
[1] https://twitter.com/gIntelSeg/status/1272841082456412160
[1] https://intelcon.ginseg.com/2020/ponentes/eva-moya.html
[1] https://intelcon.ginseg.com/2020/ponentes/hugo-zunzarren.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] gephi
[23] twitterresearchproject
[17] nodexl
[10] twitter
[9] rstats
[6] osint
[6] blacklivesmatters
[6] dataviz
[5] stuttgart
[5] ai



Top Hashtags in Tweet in G2:
[22] twitterresearchproject
[16] nodexl
[16] gephi
[9] rstats
[5] stuttgart
[5] blacklivesmatters
[5] ai
[5] artificialintelligence
[5] ki
[5] dataviz

Top Hashtags in Tweet in G3:
[6] osint
[1] gephi
[1] freezingdata
[1] snh
[1] forensic
[1] python
[1] shs
[1] dataviz
[1] ddj
[1] geek

Top Hashtags in Tweet in G5:
[5] gephi
[1] dato50mas1
[1] bots
[1] s
[1] disinformation
[1] analisisderedes
[1] grafos

Top Hashtags in Tweet in G6:
[1] phdchat
[1] academictwitter
[1] academicchatter
[1] dataanalytics
[1] research

Top Hashtags in Tweet in G7:
[1] digitalhumanities

Top Hashtags in Tweet in G8:
[5] intelcon
[4] gephi
[4] técnicas
[4] análisis
[2] redessociales
[2] twitter
[2] sna
[1] socialmedia
[1] ars
[1] socmint

Top Hashtags in Tweet in G10:
[3] gephi

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[60] gran
[60] análisis
[60] mostrando
[60] grafos
[60] gephi
[60] gracias
[60] compartir
[60] comunidad
[59] casaredamlo

Top Words in Tweet in G2:
[29] gephi
[26] network
[22] #twitterresearchproject
[22] analysis
[21] social
[20] tweets
[17] sna
[16] #nodexl
[16] #gephi
[14] allhoff_joachim

Top Words in Tweet in G3:
[37] gephi
[20] wondersmith_rae
[9] first
[7] network
[7] much
[6] #osint
[5] joelbin
[5] well
[5] tried
[5] #

Top Words in Tweet in G5:
[7] gephi
[5] #gephi
[2] software
[2] redes
[2] levantando
[2] twitter

Top Words in Tweet in G6:
[6] gephi
[5] jsellenberg
[4] hi
[4] academicchatter
[4] data
[4] mining
[4] visualisation
[4] software
[4] prefer
[4] kindly

Top Words in Tweet in G7:
[4] ont
[4] acheté
[3] cultura
[3] fnac
[3] amazonnewsfr
[3] gephi
[3] jacomyma
[3] riederb
[3] aussi
[3] savoir

Top Words in Tweet in G8:
[9] evamoya_co
[8] hugozunzarren
[8] grandes
[7] análisis
[5] #intelcon
[4] #gephi
[4] auténtico
[4] placer
[4] poder
[4] contar

Top Words in Tweet in G9:
[11] u_tad
[7] diego_rojo_
[7] congosto
[5] t_hoarder
[5] gephi
[5] tableaupublic
[4] hoy
[4] vuelvo
[4] sea
[4] virtualmente

Top Words in Tweet in G10:
[3] tamu_codhr
[3] #gephi
[3] torabik5
[3] tamu
[2] shivoconnor
[2] loving
[2] training
[2] finally
[2] understanding
[2] social

Top Word Pairs
Top Word Pairs in Tweet in G2:
[60] network,analysis
[60] social,network
[60] #twitterresearchproject,social
[60] allhoff_joachim,#twitterresearchproject
[60] analysis,sna
[60] sna,tweets
[60] #nodexl,#gephi
[59] gephi,nodexl
[] nodexl,gephi
[] sna,#nodexl

Top Word Pairs in Tweet in G3:
[22] wondersmith_rae,gephi
[21] joelbin,gephi
[15] gephi,well
[14] well,first
[11] first,tried
[10] tried,#
[9] #,much
[9] much,soon
[9] soon,scaled
[7] scaled,down

Top Word Pairs in Tweet in G4:

Top Word Pairs in Tweet in G6:
[] jsellenberg,gephi
[] hi,academicchatter
[] academicchatter,data
[] data,mining
[] mining,visualisation
[] visualisation,software
[] software,prefer
[] prefer,kindly
[] kindly,suggest
[] suggest,apart

Top Word Pairs in Tweet in G7:
[5] cultura,fnac
[4] fnac,amazonnewsfr
[4] gephi,jacomyma
[4] jacomyma,riederb
[4] amazonnewsfr,gephi
[4] ceux,ont
[4] ont,acheté
[4] acheté,cours
[4] cours,linguistique
[4] linguistique,saussure

Top Word Pairs in Tweet in G8:
[3] evamoya_co,hugozunzarren
[3] hugozunzarren,grandes
[3] auténtico,placer
[3] placer,poder
[2] poder,contar
[2] contar,evamoya_co
[2] grandes,especialistas
[2] especialistas,#técnicas
[2] #técnicas,#análisis
[2] grandes,profesionales

Top Word Pairs in Tweet in G9:
[8] t_hoarder,gephi
[8] gephi,tableaupublic
[4] diego_rojo_,u_tad
[4] hoy,vuelvo
[4] vuelvo,sea
[4] sea,virtualmente
[4] virtualmente,u_tad
[4] u_tad,escuchar
[4] escuchar,congosto
[4] congosto,explicarnos

Top Word Pairs in Tweet in G10:
[5] shivoconnor,tamu_codhr
[5] tamu_codhr,loving
[4] loving,#gephi
[4] #gephi,training
[4] training,finally
[4] finally,understanding
[4] understanding,social
[4] social,network
[4] network,analysis
[4] analysis,detail

Top Replied-To
Top Replied-To in G1:

Top Replied-To in G2:
@docassar
@faustogiungato
@pdellov
@gephi

Top Replied-To in G3:
@wondersmith_rae
@doktorceykill
@bendobrown
@joelbin
@webbreacher
@petruknisme
@oldfrankishphil
@medievaljon
@barreveldjip
@cjlmiles

Top Replied-To in G4:
@adam_tooze

Top Replied-To in G5:

Top Replied-To in G6:
@jsellenberg
@commonblackswan

Top Replied-To in G7:
@neuromancien
@amarlakel

Top Replied-To in G8:
@evamoya_co

Top Replied-To in G9:
@aaaadriaaaan
@congosto
@diego_rojo_

Top Replied-To in G10:
@shivoconnor

Top Mentioned
Top Mentioned in Entire Graph:
@casaredamlo
@gephi
@allhoff_joachim
@ifeanyidiaye
@docassar
@congosto
@totetmatt
@evamoya_co
@hugozunzarren
@u_tad

Top Mentioned in G1:
@casaredamlo

Top Mentioned in G2:
@gephi
@allhoff_joachim
@ifeanyidiaye
@docassar
@totetmatt
@mihkal
@jyotiranjanhota
@_twitwork
@hpiedcoq
@casaredamlo

Top Mentioned in G3:
@gephi
@wondersmith_rae
@joelbin
@connectedpapers
@phalanxforensik
@luca
@gvaeducacio
@jacomyma
@anthilemoon
@hal_fr

Top Mentioned in G4:
@bis_org
@brad_setser
@nathantankus
@buddyyakov
@robinbrooksiif
@danielagabor
@pmehrling
@bjmbraun
@m_c_klein
@michaelxpettis

Top Mentioned in G6:
@academicchatter
@jsellenberg
@drchhonker
@tpoi

Top Mentioned in G7:
@cultura
@fnac
@amazonnewsfr
@gephi
@jacomyma
@riederb
@neuromancien
@amarlakel
@cu

Top Mentioned in G8:
@evamoya_co
@hugozunzarren
@ivanpormor
@gintelseg

Top Mentioned in G9:
@u_tad
@diego_rojo_
@t_hoarder
@gephi
@tableaupublic
@congosto

Top Mentioned in G10:
@tamu_codhr
@torabik5
@tamu
@shivoconnor
@edcdcs
@edinunicahssres

Top Tweeters
Top Tweeters in Entire Graph:
@alejandrinacar4
@googleexpertuk
@rebellegrrl
@websecurityit
@pennyvane10
@academicchatter
@rdsweb
@rstatstweet
@alejandroaalex
@wmr43

Top Tweeters in G1:
@alejandrinacar4
@alejandroaalex
@wmr43
@_regins
@lucyperez111
@patrici21363715
@cesar_elimen
@friedla82499789
@ivantobararov_a
@roccosh77

Top Tweeters in G2:
@googleexpertuk
@rstatstweet
@mgonzov
@rainbow_zero
@drjdrooghaag
@calzole
@ubuntubot2075
@rstats4ds
@frronconi
@talkwalker

Top Tweeters in G3:
@websecurityit
@rdsweb
@gerlindeinaktiv
@aniol
@luca
@mobilef0rensics
@webbreacher
@anthilemoon
@florianaigner
@anthyzjmf

Top Tweeters in G4:
@m_c_klein
@brad_setser
@buddyyakov
@adam_tooze
@danielagabor
@nathantankus
@bis_org
@robinbrooksiif
@fichtner_jan
@michaelxpettis

Top Tweeters in G5:
@artasanchez
@carlitoselias
@albrechtlara
@rebeca_arreola0
@masifaaaaaa
@lamiecehassan
@holgerjunker
@mineken_kenken
@soul156ex
@vmzungu

Top Tweeters in G6:
@academicchatter
@tpoi
@jsellenberg
@cjlortie
@jessegarcia562
@jhilden
@soul_reaper92
@drchhonker
@commonblackswan

Top Tweeters in G7:
@fnac
@neuromancien
@digtalhumanatee
@cultura
@amarlakel
@riederb
@jacomyma
@amazonnewsfr
@cu

Top Tweeters in G8:
@cloureiro80
@hackmadrid
@evamoya_co
@ivanpormor
@c1b3rc0n
@gintelseg
@hugozunzarren
@wiktornykiel

Top Tweeters in G9:
@congosto
@aaaadriaaaan
@u_tad
@t_hoarder
@tableaupublic
@jgalgarra
@amreyest
@diego_rojo_

Top Tweeters in G10:
@tamu
@shivoconnor
@sarahebull
@edinunicahssres
@edcdcs
@tamu_codhr
@torabik5


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