gephi, Twitter, 8/18/2020 1:32:30 AM, 232843


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gephi_2020-08-17_18-28-51.xlsx
gephi_2020-08-17_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2020
Short Description:
gephi via NodeXL https://bit.ly/2E8izQm
@gephi
@salhaj
@humoluxe
@ifeanyidiaye
@sciperspective
@seinecle
@fortext_catma
@foucaultwelles
@allhoff_joachim
@julianmaciast

Top hashtags:
#gephi
#twitterresearchproject
#illuminati
#herramientas
#directv
#datascience

Description:
Description
The graph represents a network of 194 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, 18 August 2020 at 01:29 UTC.

The requested start date was Tuesday, 18 August 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, 6-hour, 13-minute period from Tuesday, 04 August 2020 at 07:56 UTC to Monday, 17 August 2020 at 14:10 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 : 194
Unique Edges : 221
Edges With Duplicates : 211
Total Edges : 432
Number of Edge Types : 5
Retweet : 71
MentionsInRetweet : 170
Tweet : 34
Replies to : 42
Mentions : 115
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0.062962962962963
Reciprocated Edge Ratio : 0.118466898954704
Connected Components : 43
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 98
Maximum Edges in a Connected Component : 314
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.520787
Graph Density : 0.00766518882538326
Modularity : 0.498232
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 194 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, 18 August 2020 at 01:29 UTC.

The requested start date was Tuesday, 18 August 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, 6-hour, 13-minute period from Tuesday, 04 August 2020 at 07:56 UTC to Monday, 17 August 2020 at 14:10 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:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232074
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[5] https://fotografie2014.wordpress.com/twitter/
[3] https://github.com/congosto/t-hoarder_kit
[3] https://www.youtube.com/watch?v=DMOWhqp6lHQ&feature=youtu.be

[3] https://www.pscp.tv/w/cfe6tjF4TmphWUxrUGd3amJ8MW5BS0VBREJWWnZLTIDNgd37WlURTkJLqECLtMHvTyGmxF-oUj3jGCXRqywk
[2] https://docs.google.com/document/d/1S6VInMLD-6CMnbPLUkjSuEs-iE6XoLT3bP4ebzCdRsE/edit?usp=sharing
[2] https://gephi.org/
[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://gist.github.com/psychemedia/39a6aa17a966a6ed87f2d05ed6eadb46

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232074
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[1] https://www.hs.fi/
[1] http://www.iltalehti.fi/
[1] https://www.is.fi/
[1] https://drive.google.com/file/d/1dcFOycooqqj1DZcyd3vfDhCILCADXDjI/view?usp=sharing

Top URLs in Tweet in G2:
[1] https://blog.bitquery.io/visualize-coinpath-results-using-gephi?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://gephi.org/
[1] https://tahayelkenci.com/screaming-frog-ve-gephi-ile-site-yapisini-cizmek-internal-links-optimizesi/
[1] https://www.seomix.fr/utilisation-avancee-gephi/
[1] http://seo-merkadmon.tk
[1] https://thedatasurfers.com/2019/08/27/how-to-use-gephi-to-create-network-visualizations-for-tableau/amp/?__twitter_impression=true
[1] https://gist.github.com/psychemedia/39a6aa17a966a6ed87f2d05ed6eadb46
[1] https://notebooks.gesis.org/binder/jupyter/hub/user/psychemedia-39a-7f2d05ed6eadb46-icm3xcqw/notebooks/NetworkVisualisation.ipynb

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

[2] http://www.martingrandjean.ch/gephi-introduction/
[1] https://www.youtube.com/watch?v=FLiv3xnEepw&feature=youtu.be

[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://www.niroca.com/
[1] http://www.niroknowledge.com

Top URLs in Tweet in G4:
[1] https://developer.twitter.com/en/docs/tutorials/stream-tweets-in-real-time
[1] https://twitter.com/TwitterDev/status/1293593516040269825
[1] https://developer.twitter.com/en/docs/twitter-api/tweets/filtered-stream/integrate/build-a-rule

Top URLs in Tweet in G5:
[3] https://github.com/congosto/t-hoarder_kit
[1] https://github.com/congosto/t-hoarder
[1] https://www.twitron.usuariosdigitales.org/

Top URLs in Tweet in G6:
[2] https://docs.google.com/document/d/1S6VInMLD-6CMnbPLUkjSuEs-iE6XoLT3bP4ebzCdRsE/edit?usp=sharing

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352
[1] https://twitter.com/JulianMaciasT/status/1292149580650479616?s=19
[1] https://es.m.wikipedia.org/wiki/Gephi

Top URLs in Tweet in G8:
[1] https://youtu.be/FbZvRy6SbAo

Top URLs in Tweet in G9:
[5] https://fotografie2014.wordpress.com/twitter/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232352

Top Domains
Top Domains in Tweet in Entire Graph:
[20] nodexlgraphgallery.org
[6] github.com
[6] youtube.com
[5] twitter.com
[5] wordpress.com
[3] gephi.org
[3] google.com
[3] pscp.tv
[2] thedatasurfers.com
[2] martingrandjean.ch

Top Domains in Tweet in G1:
[18] nodexlgraphgallery.org
[1] hs.fi
[1] iltalehti.fi
[1] is.fi
[1] google.com

Top Domains in Tweet in G2:
[1] bitquery.io
[1] gephi.org
[1] tahayelkenci.com
[1] seomix.fr
[1] seo-merkadmon.tk
[1] thedatasurfers.com
[1] github.com
[1] gesis.org

Top Domains in Tweet in G3:
[6] youtube.com
[2] martingrandjean.ch
[1] niroca.com
[1] niroknowledge.com

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

Top Domains in Tweet in G5:
[4] github.com
[1] usuariosdigitales.org

Top Domains in Tweet in G6:
[2] google.com

Top Domains in Tweet in G7:
[1] nodexlgraphgallery.org
[1] twitter.com
[1] wikipedia.org

Top Domains in Tweet in G8:
[1] youtu.be

Top Domains in Tweet in G9:
[5] wordpress.com
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] gephi
[16] twitterresearchproject
[9] illuminati
[9] herramientas
[9] directv
[9] datascience
[7] twitterstreamingimporter
[7] rstats
[7] conspiracytheory
[6] covidioten



Top Hashtags in Tweet in G1:
[5] ai
[5] bigdata
[5] iot
[4] rstats
[4] datascience
[3] twitterresearchproject
[3] frenchtech
[2] illuminati
[1] gephi
[1] covidioten

Top Hashtags in Tweet in G2:
[2] seo
[2] gephi
[1] screamingfrog
[1] marketing
[1] digitalmarketing

Top Hashtags in Tweet in G3:
[1] ebp
[1] wellness
[1] twitter
[1] métodos
[1] cienciassociales
[1] métodosdigitales

Top Hashtags in Tweet in G4:
[9] gephi
[7] twitterstreamingimporter
[1] rstats

Top Hashtags in Tweet in G5:
[9] herramientas
[9] directv

Top Hashtags in Tweet in G8:
[1] digitalhumanities
[1] dataviz

Top Hashtags in Tweet in G9:
[13] twitterresearchproject
[7] illuminati
[6] conspiracytheory
[5] datascience
[5] gephi
[5] nodexl
[5] decolonize
[5] decolonisation
[4] conspiracy
[2] rstats

Top Hashtags in Tweet in G10:
[1] imgur

Top Words
Top Words in Tweet in Entire Graph:
[128] gephi
[60] nodexl
[28] network
[28] mspowerbi
[26] analysis
[25] social
[25] #gephi
[23] fmfrancoise
[22] salhaj
[16] #twitterresearchproject

Top Words in Tweet in G1:
[53] nodexl
[28] mspowerbi
[25] gephi
[23] fmfrancoise
[20] salhaj
[14] socioviznet
[9] docassar
[6] top
[6] mihkal
[5] julianmaciast

Top Words in Tweet in G2:
[14] gephi
[10] ãƒ
[6] æ
[5] ÿã
[2] alguem
[2] rede
[2] cytoscape
[2] ϋ
[2] ç
[2] vou

Top Words in Tweet in G3:
[12] gephi
[5] published
[4] views
[3] three
[3] short
[3] videos
[3] beginners
[3] install
[3] first
[3] contact

Top Words in Tweet in G4:
[9] #gephi
[7] #twitterstreamingimporter
[4] twitter
[4] streaming
[4] apiv2
[3] twitterapi
[3] v2
[3] rules
[3] really
[3] twitterdev

Top Words in Tweet in G5:
[11] gephi
[11] hoarder_kit
[10] usamos
[9] #herramientas
[9] hilo
[9] tendencia
[9] #directv
[9] hoy
[9] trabajo
[8] cazamosfakenews

Top Words in Tweet in G6:
[10] gephi
[6] doc
[6] matrix
[5] those
[5] dig
[5] replies
[5] here's
[5] writeup
[5] links
[4] foucaultwelles

Top Words in Tweet in G7:
[7] gephi
[5] julianmaciast
[5] puedes
[5] programa
[3] topeliberal
[3] datos
[2] hacer
[2] tus
[2] nodexl
[2] estudio

Top Words in Tweet in G8:
[9] erste
[9] unserer
[9] videos
[9] die
[9] magische
[9] 1000
[9] aufrufe
[9] marke
[9] überschritten
[9] möchtest

Top Words in Tweet in G9:
[22] analysis
[14] network
[13] #twitterresearchproject
[13] social
[9] tweets
[8] allhoff_joachim
[7] #illuminati
[7] forceatlas2
[6] #conspiracytheory
[5] sna

Top Words in Tweet in G10:
[5] gephi
[4] julianmaciast
[2] demetriusrubik
[2] herramienta
[2] propia
[2] mercado
[2] puedes
[2] descargar
[2] tuits
[2] hoarder

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] mspowerbi,nodexl
[21] nodexl,gephi
[16] social,network
[14] gephi,socioviznet
[14] socioviznet,mspowerbi
[14] nodexl,salhaj
[13] network,analysis
[13] nodexl,mspowerbi
[13] salhaj,fmfrancoise
[10] allhoff_joachim,#twitterresearchproject

Top Word Pairs in Tweet in G1:
[28] mspowerbi,nodexl
[19] nodexl,gephi
[14] gephi,socioviznet
[14] socioviznet,mspowerbi
[14] nodexl,salhaj
[13] nodexl,mspowerbi
[13] salhaj,fmfrancoise
[9] fmfrancoise,nodexl
[5] gephi,nodexl
[5] gephi,docassar

Top Word Pairs in Tweet in G2:
[7] ãƒ,ãƒ
[2] ÿã,gephi
[2] gephi,æ

Top Word Pairs in Tweet in G3:
[3] published,three
[3] three,short
[3] short,videos
[3] videos,gephi
[3] gephi,beginners
[3] beginners,install
[3] install,first
[3] first,contact
[2] habitualmente,hago
[2] hago,extraer

Top Word Pairs in Tweet in G4:
[4] #twitterstreamingimporter,#gephi
[2] streaming,plugin
[2] following,events
[2] events,past
[2] past,few
[2] few,days
[2] days,hydroxycholoquine
[2] hydroxycholoquine,become
[2] become,burning
[2] burning,subject

Top Word Pairs in Tweet in G5:
[9] #herramientas,hilo
[9] hilo,tendencia
[9] tendencia,#directv
[9] #directv,hoy
[9] hoy,trabajo
[9] trabajo,usamos
[9] usamos,gephi
[9] gephi,hoarder_kit
[8] cazamosfakenews,#herramientas
[2] mgonzov,pãºblico

Top Word Pairs in Tweet in G6:
[5] those,dig
[5] dig,replies
[5] replies,here's
[5] here's,doc
[5] doc,writeup
[5] writeup,links
[5] links,gephi
[5] gephi,matrix
[4] foucaultwelles,those
[4] matrix,fil

Top Word Pairs in Tweet in G7:
[2] puedes,hacer
[2] programa,gephi
[2] topeliberal,julianmaciast

Top Word Pairs in Tweet in G8:
[9] erste,unserer
[9] unserer,videos
[9] videos,die
[9] die,magische
[9] magische,1000
[9] 1000,aufrufe
[9] aufrufe,marke
[9] marke,überschritten
[9] überschritten,möchtest
[9] möchtest,wissen

Top Word Pairs in Tweet in G9:
[13] social,network
[11] network,analysis
[8] allhoff_joachim,#twitterresearchproject
[8] #twitterresearchproject,analysis
[8] analysis,tweets
[6] #illuminati,#conspiracytheory
[5] #twitterresearchproject,social
[5] analysis,sna
[5] #gephi,#nodexl
[5] see,more

Top Word Pairs in Tweet in G10:
[2] demetriusrubik,herramienta
[2] herramienta,propia
[2] propia,mercado
[2] mercado,puedes
[2] puedes,descargar
[2] descargar,tuits
[2] tuits,hoarder
[2] hoarder,analizarlo
[2] atlantis_ar88,guillermo_663
[2] guillermo_663,julianmaciast

Top Replied-To
Top Replied-To in Entire Graph:
@topeliberal
@martes_trece
@anjushreebv
@spanishrevorg
@totetmatt
@collegemenfess
@mgonzov
@ragomgar
@berenguel
@weatherboy_fr

Top Replied-To in G1:
@fmfrancoise

Top Replied-To in G3:
@nasete
@mr_i_an

Top Replied-To in G4:
@totetmatt

Top Replied-To in G5:
@mgonzov
@ragomgar

Top Replied-To in G6:
@choosy_female
@seinecle
@ryanjgallag
@mohhosseinioun
@joshua_a_becker

Top Replied-To in G7:
@topeliberal
@ororo_pride
@ireth64
@jogarciamar

Top Replied-To in G10:
@demetriusrubik
@el__abel
@julianmaciast
@atlantis_ar88

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@gephi
@salhaj
@fortext_catma
@julianmaciast
@mspowerbi
@fmfrancoise
@allhoff_joachim
@docassar
@cazamosfakenews

Top Mentioned in G1:
@nodexl
@salhaj
@mspowerbi
@fmfrancoise
@docassar
@mi
@gephi
@mihkal
@julianmaciast
@humoluxe

Top Mentioned in G3:
@gephi
@jacomyma
@barripdmx
@grandjeanmartin
@disorlab

Top Mentioned in G4:
@twitterapi
@twitterdev
@marklevinshow
@drsimonegold
@dc_draino
@watchchad
@barrettwilson6
@mkraju
@ifeanyidiaye

Top Mentioned in G5:
@cazamosfakenews
@congosto
@mgonzov
@usuariosdigital

Top Mentioned in G6:
@foucaultwelles
@mccabe_s
@gephi
@joshua_a_becker

Top Mentioned in G7:
@julianmaciast
@michilector
@salhaj
@gephi
@docassar
@humoluxe
@nodexl
@fortext_catma
@rstatstweet
@ifeanyi

Top Mentioned in G8:
@fortext_catma
@gephi

Top Mentioned in G9:
@allhoff_joachim
@salhaj
@gephi
@docassar
@julianmaciast
@humoluxe
@nodexl
@fortext_catma
@rstatstweet
@ifeanyi

Top Mentioned in G10:
@julianmaciast
@gephi
@guillermo_663
@demetriusrubik
@1_ross_the_boss
@atlantis_ar88

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@collegemenfess
@ignotolugar
@ssxman2
@cybersecurityn8
@ororo_pride
@websecurityit
@rstatstweet
@varyingweion

Top Tweeters in G1:
@sectest9
@chidambara09
@ssxman2
@cybersecurityn8
@websecurityit
@rstatstweet
@fmfrancoise
@salhaj
@developersbot
@iottogether

Top Tweeters in G2:
@busabx
@psychemedia
@marynadominguez
@billybostickson
@rah_h
@don_donaq
@merkadmon
@drherskovic
@marynewsweb
@nekotatsusan

Top Tweeters in G3:
@melena40170393
@barripdmx
@nasete
@grandjeanmartin
@juanayohanna
@mr_i_an
@nuwanperera
@gephi
@jacomyma
@daffrid

Top Tweeters in G4:
@mkraju
@marklevinshow
@barrettwilson6
@watchchad
@totetmatt
@dc_draino
@twitterdev
@twitterapi
@ifeanyidiaye
@drsimonegold

Top Tweeters in G5:
@israronmo
@mgonzov
@brujareal
@vazquezsul
@elportaldelodio
@lagacetacriolla
@usuariosdigital
@congosto
@ragomgar
@untallhector

Top Tweeters in G6:
@seinecle
@timslarock
@choosy_female
@ryanjgallag
@joshua_a_becker
@eliz_hobson
@foucaultwelles
@sciperspective
@mohhosseinioun
@mccabe_s

Top Tweeters in G7:
@ororo_pride
@podemos
@ireth64
@mr_russxx
@absalam58
@topeliberal
@jogarciamar
@humoluxe
@jchunqui
@michilector

Top Tweeters in G8:
@fdmhildesheim
@stabihh
@digtalhumanatee
@dhbbaw
@codexeditor
@webisblog
@vwestric_west
@fortext_catma
@bgu_lab

Top Tweeters in G9:
@nvsdata
@fabriciosx
@rstats4ds
@manuelvarzen
@johngmcnutt
@allhoff_joachim
@rush_data
@metteyyaanalytx

Top Tweeters in G10:
@ignotolugar
@guillermo_663
@jameswattboy
@1_ross_the_boss
@julianmaciast
@el__abel
@demetriusrubik
@atlantis_ar88


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