gephi, Twitter, 6/16/2020 3:55:32 AM, 229351


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gephi_2020-06-15_18-28-51.xlsx
gephi_2020-06-15_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 16, 2020
Short Description:
gephi via NodeXL https://bit.ly/3fsj451
@gephi
@casaredamlo
@congosto
@mgonzov
@totetmatt
@docassar
@ifeanyidiaye
@jyotiranjanhota
@talkwalker
@martinomosna

Top hashtags:
#gephi
#twitterstreamingimporter
#twitter
#nodexl
#sentiment
#immuniapp
#twitterresearchproject

Description:
Description
The graph represents a network of 312 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, 16 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 16 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, 10-hour, 30-minute period from Tuesday, 02 June 2020 at 09:18 UTC to Monday, 15 June 2020 at 19:49 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 : 312
Unique Edges : 257
Edges With Duplicates : 524
Total Edges : 781
Number of Edge Types : 5
Retweet : 144
MentionsInRetweet : 252
Tweet : 37
Replies to : 92
Mentions : 256
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0814814814814815
Reciprocated Edge Ratio : 0.150684931506849
Connected Components : 59
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 160
Maximum Edges in a Connected Component : 591
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.780829
Graph Density : 0.0045139747712095
Modularity : 0.468991
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 312 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, 16 June 2020 at 01:28 UTC.

The requested start date was Tuesday, 16 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, 10-hour, 30-minute period from Tuesday, 02 June 2020 at 09:18 UTC to Monday, 15 June 2020 at 19:49 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:
[54] https://gephi.org
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228682
[4] https://gephi.org/
[4] https://codemishmash.wordpress.com/2020/06/08/gephi-usecases-twitter-data-analysis-and-accessing-on-web/
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[2] https://fotografie2014.wordpress.com/twitter/
[2] https://lucahammer.com/2019/11/05/creating-a-retweet-network-for-gephi-from-a-local-file-with-python/
[2] https://www.youtube.com/watch?v=WPDEcnUYkT4&feature=youtu.be

[1] https://twitter.com/GrandjeanMartin/status/1197807771644833795

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

Top URLs in Tweet in G2:
[1] http://miriamposner.com/dh101f15/index.php/creating-a-network-graph-with-gephi/
[1] https://twitter.com/lecasellas/status/1127518851711885312?s=19
[1] https://twitter.com/lecasellas/status/1127542054085648384?s=19
[1] https://twitter.com/ArxiuToday/status/1126396769238228992?s=19

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228682
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228977
[1] https://drive.google.com/file/d/13E37a_EMbpyjuKTIgcuAiXC1r_n2sVpK/view?usp=sharing

Top URLs in Tweet in G4:
[1] https://dhs.stanford.edu/gephi-workshop/twitter-network-gallery/
[1] https://github.com/seinecle/gephi-tutorials/commits/master
[1] https://github.com/gephi/gephi/issues/1787
[1] https://twitter.com/katatrepsis/status/1268905665063383040
[1] https://gephi.org/
[1] http://gephi.org/
[1] https://twitter.com/GrandjeanMartin/status/1197807771644833795

Top URLs in Tweet in G5:
[2] 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
[1] https://www.twitch.tv/gephi_live/

Top URLs in Tweet in G7:
[1] https://gephi.org

Top URLs in Tweet in G8:
[2] https://fotografie2014.wordpress.com/twitter/
[1] https://statrcz.tumblr.com/post/620410338563784705/macaya-y-los-detectives

Top URLs in Tweet in G10:
[2] https://gephi.org/
[2] https://www.youtube.com/watch?v=WPDEcnUYkT4&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] gephi
[14] twitterstreamingimporter
[14] twitter
[11] nodexl
[9] sentiment
[9] immuniapp
[8] twitterresearchproject
[7] bcom4933_sp2020
[6] blacklivesmatters
[6] sdgs



Top Hashtags in Tweet in G2:
[5] osint
[5] arxiusalcarrer
[1] gephi
[1] twitterstreamingimporter
[1] twitter
[1] network
[1] socialmedia
[1] shumtech
[1] algorithms
[1] datavisualization

Top Hashtags in Tweet in G3:
[6] sdgs
[4] gephi
[4] nodexl
[3] dataviz
[3] bigdata
[3] ai
[2] dataanalytics
[2] twitterstreamingimporter
[2] twitter
[2] innovation

Top Hashtags in Tweet in G4:
[2] nehnetresearch
[2] gephi
[1] tebleeds20
[1] tebleeds
[1] networks
[1] fieldwork
[1] sna
[1] dataviz
[1] genealogy
[1] familyhistory

Top Hashtags in Tweet in G5:
[13] gephi
[11] twitterstreamingimporter
[11] twitter

Top Hashtags in Tweet in G6:
[8] sentiment
[8] immuniapp
[1] sna
[1] gephi

Top Hashtags in Tweet in G8:
[8] twitterresearchproject
[8] gephi
[7] nodexl
[6] blacklivesmatters
[4] datascience
[3] qgis
[3] rstats
[2] blackoutfriday
[1] costarica
[1] macaya

Top Hashtags in Tweet in G10:
[6] bcom4933_sp2020

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:
[53] gran
[53] análisis
[53] mostrando
[53] grafos
[53] gephi
[53] gracias
[53] compartir
[53] comunidad
[52] casaredamlo

Top Words in Tweet in G2:
[63] gephi
[30] aniol
[22] twitter
[21] aac_gd
[21] guixols
[20] wondersmith_rae
[19] els
[18] amb
[18] perã
[16] tresorsdecartes

Top Words in Tweet in G3:
[30] nodexl
[20] gephi
[14] mihkal
[11] docassar
[10] bonniebaehr
[9] ifeanyidiaye
[9] fmfrancoise
[8] vivianfrancos
[6] graphistry
[6] socioviznet

Top Words in Tweet in G4:
[12] gephi
[5] twitter
[4] network
[3] students
[2] day
[2] #nehnetresearch
[2] more
[2] making
[2] using
[2] open

Top Words in Tweet in G5:
[13] totetmatt
[13] plugin
[13] #gephi
[13] possible
[13] language
[13] filter
[12] use
[11] release
[11] #twitterstreamingimporter
[11] know

Top Words in Tweet in G6:
[8] #sentiment
[8] twitter
[8] #immuniapp
[8] nei
[8] principali
[8] temi
[8] cluster
[8] parole
[8] polemiche
[8] sull'immagine

Top Words in Tweet in G7:
[11] u_tad
[7] gephi
[7] diego_rojo_
[7] congosto
[5] análisis
[5] t_hoarder
[5] tableaupublic
[4] hoy
[4] vuelvo
[4] sea

Top Words in Tweet in G8:
[12] sna
[10] tweets
[10] gt
[8] #twitterresearchproject
[8] network
[8] #gephi
[7] social
[7] analysis
[7] #nodexl
[6] allhoff_joachim

Top Words in Tweet in G9:
[2] dani_sanches
[2] fabiominervini
[2] leofn3
[2] bernstein
[2] ericbrasiln
[2] thiagokrause2
[2] certeza
[2] olha
[2] eu
[2] pesei

Top Words in Tweet in G10:
[12] network
[10] gephi
[6] #bcom4933_sp2020
[6] social
[4] wijd_alroshdi27
[4] designed
[4] two
[4] samples
[4] indicate
[4] main

Top Word Pairs
Top Word Pairs in Tweet in G2:
[53] gephi,guixols
[53] guixols,twitter
[53] aac_gd,gephi
[53] aniol,aac_gd
[53] wondersmith_rae,gephi
[53] d'un,tard
[53] aprofitant,avui
[52] avui,n'he
[] n'he,sortit
[] sortit,fer

Top Word Pairs in Tweet in G3:
[19] nodexl,mihkal
[19] mihkal,bonniebaehr
[18] nodexl,nodexl
[16] bonniebaehr,vivianfrancos
[13] gephi,graphistry
[12] graphistry,nodexl
[12] nodexl,socioviznet
[12] socioviznet,nodexl
[12] vivianfrancos,gmacscotland
[12] gmacscotland,smr_foundation

Top Word Pairs in Tweet in G4:

Top Word Pairs in Tweet in G5:
[] release,#gephi
[] #gephi,#twitterstreamingimporter
[] #twitterstreamingimporter,plugin
[] plugin,possible
[] possible,know
[] know,use
[] use,language
[] language,filter
[] filter,#twitter
[] totetmatt,release

Top Word Pairs in Tweet in G6:
[11] #sentiment,twitter
[11] twitter,#immuniapp
[11] #immuniapp,nei
[11] nei,principali
[11] principali,temi
[11] temi,cluster
[11] cluster,parole
[11] parole,polemiche
[11] polemiche,sull'immagine
[10] sull'immagine,donna

Top Word Pairs in Tweet in G7:
[8] t_hoarder,gephi
[8] gephi,tableaupublic
[8] hoy,vuelvo
[8] vuelvo,sea
[8] sea,virtualmente
[8] virtualmente,u_tad
[8] u_tad,escuchar
[8] escuchar,congosto
[8] congosto,explicarnos
[8] explicarnos,metodología

Top Word Pairs in Tweet in G8:
[5] network,analysis
[5] allhoff_joachim,#twitterresearchproject
[4] #twitterresearchproject,social
[4] social,network
[4] analysis,sna
[4] sna,tweets
[4] tweets,#blacklivesmatters
[4] #blacklivesmatters,sna
[4] sna,#nodexl
[4] #nodexl,#gephi

Top Word Pairs in Tweet in G9:
[7] dani_sanches,fabiominervini
[6] fabiominervini,leofn3
[6] leofn3,bernstein
[6] bernstein,ericbrasiln
[6] ericbrasiln,thiagokrause2
[6] thiagokrause2,certeza
[6] certeza,olha
[6] olha,eu
[6] eu,pesei

Top Word Pairs in Tweet in G10:
[2] social,network
[2] network,#bcom4933_sp2020
[2] wijd_alroshdi27,gephi
[2] gephi,designed
[2] designed,two
[2] two,samples
[2] samples,social
[2] network,indicate
[2] indicate,main
[] main,measurements

Top Replied-To
Top Replied-To in G1:

Top Replied-To in G2:
@wondersmith_rae
@pilar__campos
@diplomaticat
@lecasellas
@doktorceykill
@tresorsdecartes
@aniol
@petruknisme
@joelbin
@bendobrown

Top Replied-To in G3:
@docassar
@gephi
@michaelhogannui
@fmfrancoise

Top Replied-To in G4:

Top Replied-To in G5:
@barripdmx
@florianaigner
@totetmatt

Top Replied-To in G6:
@fmmosca

Top Replied-To in G7:
@aaaadriaaaan
@mgonzov
@congosto
@diego_rojo_

Top Replied-To in G8:

Top Replied-To in G9:
@dani_sanches

Top Replied-To in G10:

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@casaredamlo
@aniol
@guixols
@twitter
@aac_gd
@totetmatt
@mihkal
@tresorsdecartes
@nodexl

Top Mentioned in G1:
@casaredamlo

Top Mentioned in G2:
@gephi
@aniol
@guixols
@twitter
@aac_gd
@tresorsdecartes
@pilar__campos
@wondersmith_rae
@joelbin
@luca

Top Mentioned in G3:
@mihkal
@nodexl
@bonniebaehr
@gephi
@ifeanyidiaye
@docassar
@vivianfrancos
@fmfrancoise
@gmacscotland
@smr_foundation

Top Mentioned in G5:
@totetmatt
@barripdmx
@gerlindeinaktiv

Top Mentioned in G6:
@borsamat
@midnightsilvia
@minutemanitaly
@fmmosca

Top Mentioned in G7:
@u_tad
@diego_rojo_
@congosto
@t_hoarder
@gephi
@tableaupublic
@casaredamlo
@jgalgarra

Top Mentioned in G8:
@allhoff_joachim
@robertocastroz

Top Mentioned in G9:
@fabiominervini
@leofn3
@bernstein
@ericbrasiln
@thiagokrause2
@projeto_enders
@dani_sanches

Top Mentioned in G10:
@wijd_alroshdi27
@hawraa9888
@meem199s

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@alejandrinacar4
@politicalbee
@googleexpertuk
@rebellegrrl
@umedmehta45
@websecurityit
@rdsweb
@fmmosca
@mayasdolly

Top Tweeters in G1:
@alejandrinacar4
@alejandroaalex
@lucyperez111
@patrici21363715
@cesar_elimen
@friedla82499789
@ivantobararov_a
@roccosh77
@divalustar
@hildatoredcano

Top Tweeters in G2:
@websecurityit
@rdsweb
@aniol
@francinanavarro
@monrodriguez
@meteopallars
@miriamkp
@diplomaticat
@webbreacher
@alancapellades

Top Tweeters in G3:
@chidambara09
@googleexpertuk
@fmfrancoise
@drjdrooghaag
@rainbow_zero
@vivianfrancos
@bonniebaehr
@johnbreslin
@gmacscotland
@frronconi

Top Tweeters in G4:
@artasanchez
@seulgisdrylips
@carlitoselias
@anasalter
@rebeca_arreola0
@obstinatesnoop
@a
@masifaaaaaa
@katatrepsis
@fabienbp

Top Tweeters in G5:
@barripdmx
@fo0_
@gerlindeinaktiv
@solidrecs
@luca
@seinecle
@fabiomalini
@florianaigner
@jdevoo
@tvpollet

Top Tweeters in G6:
@fmmosca
@mayasdolly
@ultron65
@minutemanitaly
@manginobrioches
@makedavero
@midnightsilvia
@z3r0rules
@be_orn
@olimpia09

Top Tweeters in G7:
@mgonzov
@congosto
@aaaadriaaaan
@u_tad
@t_hoarder
@tableaupublic
@jgalgarra
@amreyest
@diego_rojo_

Top Tweeters in G8:
@rstatstweet
@rstats4ds
@developersbot
@otos2016
@robertocastroz
@allhoff_joachim
@networktremieu
@statrcz

Top Tweeters in G9:
@thiagokrause2
@leofn3
@bernstein
@projeto_enders
@ericbrasiln
@fabiominervini
@dani_sanches

Top Tweeters in G10:
@abdualabri1996
@wijd_alroshdi27
@meem199s
@opu3_
@ahmalwa55
@hawraa9888


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