gephi, Twitter, 1/11/2022 7:22:51 AM, 269848


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gephi_2022-01-10_18-24-32.xlsx
gephi_2022-01-10_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2022
Short Description:
gephi via NodeXL https://bit.ly/3JWS5if
@gephi
@michaelbathurst
@allhoff_joachim
@chidambara09
@verukita1
@nicolasbchb
@fabriciosx
@flefgraph
@nymanobeats
@nebulagraph

Top hashtags:
#twitterresearchproject
#nodexl
#mediaresearchinstitute
#gephi
#rstats
#bsc

Description:
Description
The graph represents a network of 190 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, 11 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 11 January 2022 at 01:01 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 12-day, 6-hour, 57-minute period from Tuesday, 28 December 2021 at 16:05 UTC to Sunday, 09 January 2022 at 23:03 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 : 190
Unique Edges : 232
Edges With Duplicates : 475
Total Edges : 707
Number of Edge Types : 5
Retweet : 104
MentionsInRetweet : 324
Replies to : 57
Mentions : 196
Tweet : 26
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.063953488372093
Reciprocated Edge Ratio : 0.120218579234973
Connected Components : 28
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 121
Maximum Edges in a Connected Component : 633
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.425626
Graph Density : 0.0101921470342523
Modularity : 0.400222
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 190 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, 11 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 11 January 2022 at 01:01 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 12-day, 6-hour, 57-minute period from Tuesday, 28 December 2021 at 16:05 UTC to Sunday, 09 January 2022 at 23:03 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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269427
[9] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269140
[6] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[4] https://medium.com/@julienbeisel/discovering-musician-communities-with-the-spotify-api-gephi-and-sigma-js-382ac00f5183
[2] https://treeverse.app
[2] https://www.theses.fr/
[2] https://www.youtube.com/watch?v=-CVb5IDzB8s&feature=youtu.be

[1] https://www.freelancer.com/projects/python/Hacer-rbol-interacciones-cuentas-Twitter.html
[1] https://gephi.github.io/

Top URLs in Tweet in G1:
[1] https://hosted.weblate.org/projects/gephi/#languages
[1] https://twitter.com/yierva/status/1478752531845103616
[1] https://github.com/batman-nair/GephiViz

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269427
[9] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269140
[4] https://medium.com/@julienbeisel/discovering-musician-communities-with-the-spotify-api-gephi-and-sigma-js-382ac00f5183

Top URLs in Tweet in G3:
[1] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/

Top URLs in Tweet in G4:
[2] https://www.theses.fr/
[1] http://theses.fr

Top URLs in Tweet in G7:
[2] https://treeverse.app

Top URLs in Tweet in G8:
[1] https://twitter.com/gephi/status/1479105954792673287
[1] https://www.freelancer.com/projects/python/Hacer-rbol-interacciones-cuentas-Twitter.html

Top URLs in Tweet in G9:
[5] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[1] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph/

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=-CVb5IDzB8s&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[19] nodexlgraphgallery.org
[9] wordpress.com
[7] nebula-graph.io
[4] medium.com
[3] theses.fr
[3] youtube.com
[2] github.io
[2] treeverse.app
[2] twitter.com
[2] github.com

Top Domains in Tweet in G1:
[1] weblate.org
[1] twitter.com
[1] github.com

Top Domains in Tweet in G2:
[19] nodexlgraphgallery.org
[9] wordpress.com
[4] medium.com

Top Domains in Tweet in G3:
[1] nebula-graph.io

Top Domains in Tweet in G4:
[3] theses.fr

Top Domains in Tweet in G7:
[2] treeverse.app

Top Domains in Tweet in G8:
[1] twitter.com
[1] freelancer.com

Top Domains in Tweet in G9:
[6] nebula-graph.io

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] twitterresearchproject
[30] nodexl
[29] mediaresearchinstitute
[24] gephi
[15] rstats
[13] bsc
[12] digitalart
[11] datascience
[11] nebulagraph
[9] machinelearning



Top Hashtags in Tweet in G1:
[8] bsc

Top Hashtags in Tweet in G2:
[34] twitterresearchproject
[29] mediaresearchinstitute
[21] nodexl
[20] gephi
[15] rstats
[12] digitalart
[10] datascience
[9] openscience
[8] machinelearning
[7] ai

Top Hashtags in Tweet in G3:
[1] happynewyear2022
[1] leadership
[1] nodexl
[1] datascience
[1] tech
[1] influencers
[1] machinelearning
[1] gephi
[1] futureofwork
[1] digitaltransformation

Top Hashtags in Tweet in G6:
[8] nodexl
[3] gephi
[2] dataviz
[2] data
[2] bigdata
[2] sna
[1] socialmedia
[1] socialnetworks
[1] redessociales
[1] flickr

Top Hashtags in Tweet in G8:
[1] greek

Top Hashtags in Tweet in G9:
[10] nebulagraph
[2] graphdatabase
[2] opensource
[2] developing
[2] developers
[2] coding
[2] programmers
[1] software

Top Words
Top Words in Tweet in Entire Graph:
[177] gephi
[39] nodexl
[39] allhoff_joachim
[34] #twitterresearchproject
[30] #nodexl
[29] _atanas_
[29] socioviz
[29] #mediaresearchinstitute
[29] chidambara09
[26] dkennedyhands

Top Words in Tweet in G1:
[42] gephi
[25] project
[13] karetgosong
[13] ratolmac
[12] successful
[12] future
[12] continue
[12] develop
[12] next
[12] day

Top Words in Tweet in G2:
[45] gephi
[39] allhoff_joachim
[34] #twitterresearchproject
[29] #mediaresearchinstitute
[25] this0499154500
[21] nodexl
[21] #nodexl
[21] digital
[21] landscape
[21] worldwide

Top Words in Tweet in G3:
[14] michaelbathurst
[9] shoutmgb
[9] eventsinfluenc1
[9] nodexl
[9] chidambara09
[9] marc_smith
[8] albertoemachado
[5] andyneill9
[5] braincures
[5] sw_reviews

Top Words in Tweet in G4:
[11] gephi
[6] florian_sikora
[6] par
[5] com_abes
[5] nicolasbchb
[5] arête
[5] uv
[5] existe
[5] jury
[4] ça

Top Words in Tweet in G5:
[8] gephi
[7] julianmaciast
[7] jorred_bue
[7] primer
[7] gráfico
[7] realizado
[7] tras
[7] descargar
[7] tuits
[7] hoarder

Top Words in Tweet in G6:
[9] data
[8] import
[8] flickr
[8] nodexl
[8] graph
[8] gephi
[8] share
[8] easy
[8] guide
[8] prepared

Top Words in Tweet in G7:
[29] _atanas_
[29] socioviz
[29] gephi
[26] dkennedyhands
[22] digitalcoeliac
[15] netlytic
[14] thanks
[9] dhpsp
[7] sam
[6] dr

Top Words in Tweet in G8:
[5] gephi
[3] eu
[2] anyone
[2] cuentas
[2] twitter

Top Words in Tweet in G9:
[10] one
[10] article
[10] access
[10] #nebulagraph
[10] networkx
[8] nebulagraph
[5] shows
[5] data
[5] using
[5] check

Top Words in Tweet in G10:
[5] anda
[2] kuyang_kwangya
[2] analisis
[2] big
[2] data
[2] menggunakan
[2] aplikasi
[2] gephi
[2] jika
[2] ingin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] socioviz,gephi
[24] #mediaresearchinstitute,#twitterresearchproject
[21] dkennedyhands,_atanas_
[21] #twitterresearchproject,digital
[21] digital,landscape
[21] landscape,worldwide
[21] worldwide,tweets
[21] tweets,last
[20] nodexl,gephi
[19] _atanas_,socioviz

Top Word Pairs in Tweet in G1:
[13] karetgosong,gephi
[13] gephi,ratolmac
[12] successful,project
[12] project,project
[12] project,future
[12] future,continue
[12] continue,develop
[12] develop,next
[12] next,day
[12] day,best

Top Word Pairs in Tweet in G2:
[24] #mediaresearchinstitute,#twitterresearchproject
[21] #twitterresearchproject,digital
[21] digital,landscape
[21] landscape,worldwide
[21] worldwide,tweets
[21] tweets,last
[19] last,months
[19] gephi,nodexl
[19] nodexl,gephi
[16] #gephi,#nodexl

Top Word Pairs in Tweet in G3:
[9] shoutmgb,eventsinfluenc1
[9] eventsinfluenc1,nodexl
[9] nodexl,chidambara09
[5] michaelbathurst,shoutmgb
[5] chidambara09,marc_smith
[5] marc_smith,andyneill9
[5] andyneill9,braincures
[5] braincures,sw_reviews
[4] michaelbathurst,twitter
[4] twitter,excellence

Top Word Pairs in Tweet in G4:
[5] arête,uv
[5] uv,existe
[4] kbelhajj,nicolasbchb
[4] existe,été
[4] été,jury
[4] jury,d'une
[4] d'une,thèse
[3] florian_sikora,com_abes
[3] com_abes,gephi
[3] gephi,kbelhajj

Top Word Pairs in Tweet in G5:
[7] jorred_bue,primer
[7] primer,gráfico
[7] gráfico,realizado
[7] realizado,gephi
[7] gephi,tras
[7] tras,descargar
[7] descargar,tuits
[7] tuits,hoarder
[7] hoarder,resto
[7] resto,gráficos

Top Word Pairs in Tweet in G6:
[8] import,flickr
[8] flickr,data
[8] data,nodexl
[8] nodexl,graph
[8] graph,gephi
[8] gephi,share
[8] share,easy
[8] easy,guide
[8] guide,prepared
[8] prepared,#nodexl

Top Word Pairs in Tweet in G7:
[29] socioviz,gephi
[21] dkennedyhands,_atanas_
[19] _atanas_,socioviz
[14] gephi,netlytic
[10] digitalcoeliac,dkennedyhands
[9] dhpsp,digitalcoeliac
[7] digitalcoeliac,_atanas_
[5] netlytic,clever
[5] clever,wall
[5] wall,suspects

Top Word Pairs in Tweet in G8:
[2] cuentas,twitter

Top Word Pairs in Tweet in G9:
[10] one,article
[8] nebulagraph,one
[5] article,shows
[5] shows,access
[5] access,data
[5] data,#nebulagraph
[5] #nebulagraph,using
[5] using,networkx
[5] networkx,check
[5] check,find

Top Word Pairs in Tweet in G10:
[2] analisis,big
[2] big,data
[2] data,menggunakan
[2] menggunakan,aplikasi
[2] aplikasi,gephi
[2] gephi,jika
[2] jika,anda
[2] anda,ingin
[2] ingin,membuat
[2] membuat,mimpi

Top Replied-To
Top Replied-To in Entire Graph:
@creo_engine
@florian_sikora
@mradrien79
@digitalcoeliac
@dkennedyhands
@lamasfinance
@anonymus
@nicomygod
@pl_bis
@garakus_mv

Top Replied-To in G1:
@creo_engine
@mradrien79
@lamasfinance
@anonymus
@pl_bis
@nicomygod
@ferdiyansy

Top Replied-To in G2:
@snowji_yama
@nymanobeats

Top Replied-To in G3:
@michaelbathurst

Top Replied-To in G4:
@florian_sikora
@nicolasbchb
@gnaniou
@thomas_auriel
@flefgraph

Top Replied-To in G5:
@jorred_bue
@furtaolives

Top Replied-To in G7:
@digitalcoeliac
@dkennedyhands
@dhpsp
@_atanas_

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@chidambara09
@socioviz
@_atanas_
@digitalcoeliac
@dkennedyhands
@this0499154500
@netlytic
@nymanobeats

Top Mentioned in G1:
@gephi
@karetgosong
@ratolmac
@plhery
@reelwens
@pl_bis
@creo_engine
@dreamhousetoken

Top Mentioned in G2:
@allhoff_joachim
@gephi
@chidambara09
@this0499154500
@nymanobeats
@nrauhauser
@docassar
@botsecx
@endy71290795
@leis

Top Mentioned in G3:
@shoutmgb
@eventsinfluenc1
@nodexl
@chidambara09
@marc_smith
@michaelbathurst
@albertoemachado
@andyneill9
@braincures
@sw_reviews

Top Mentioned in G4:
@com_abes
@gephi
@kbelhajj
@nicolasbchb
@eleurent
@princertitude
@mehdi_moussaid
@paboulker
@florian_sikora
@bastiui

Top Mentioned in G5:
@julianmaciast
@jorred_bue
@congosto
@barripdmx

Top Mentioned in G6:
@verukita1

Top Mentioned in G7:
@socioviz
@gephi
@_atanas_
@digitalcoeliac
@dkennedyhands
@netlytic
@dhpsp

Top Mentioned in G9:
@nebulagraph

Top Mentioned in G10:
@kuyang_kwangya
@vlasmarinda
@ccp_tmr
@h_a_n_iiiiiiiii
@donz_tsm

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@collegemenfess
@ipythonistabot
@discovertech3
@fabriciosx
@micheleangelo13
@opensource_orgs
@thecuriousluke
@rstatstweet
@kas_stoner

Top Tweeters in G1:
@yierva
@yusufsalman
@jmgrau76
@reelwens
@giosptr
@plhery
@seinecle
@amaurypi
@totetmatt
@professor_fu

Top Tweeters in G2:
@chidambara09
@rstatstweet
@botsecx
@michaelbathurst
@openscitalk
@rstats4ds
@nemesisinc
@alloalouette
@rgvgamedev
@this0499154500

Top Tweeters in G3:
@fabriciosx
@thecuriousluke
@shoutmgb
@braincures
@elizabot9
@albertoemachado
@rootnk
@_oliviabot
@martinhoyes
@mar

Top Tweeters in G4:
@princertitude
@thomas_auriel
@flefgraph
@pascalpoizat
@eleurent
@bastiui
@_fval_
@twytof
@com_abes
@mehdi_moussaid

Top Tweeters in G5:
@ficcion9
@peterstranzl
@barripdmx
@hiramzanches
@aliviarodrigo
@congosto
@soymmadrigal
@jorgen_manuel
@julianmaciast
@furtaolives

Top Tweeters in G6:
@mktdiginews
@connectedaction
@jlarrosa
@smr_foundation
@alimcsum
@nodexl_mktng
@mediaweather
@verukita1

Top Tweeters in G7:
@_atanas_
@_inpst
@sciencecommuni2
@dhpsp
@dkennedyhands
@digitalcoeliac
@socioviz
@netlytic

Top Tweeters in G8:
@itsgoodtodrink
@python_import
@geeet_eth
@bem_virginiana
@niweera
@rengeoku
@ypanagis

Top Tweeters in G9:
@discovertech3
@micheleangelo13
@opensource_orgs
@lala35539674
@rjg72inches
@nebulagraph

Top Tweeters in G10:
@donz_tsm
@h_a_n_iiiiiiiii
@kuyang_kwangya
@vlasmarinda
@ccp_tmr


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