gephi, Twitter, 10/4/2022 6:58:45 PM, 282314


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gephi_2022-10-03_18-15-00.xlsx
gephi_2022-10-03_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 04, 2022
Short Description:
gephi via NodeXL https://bit.ly/3SRDLv2
@gephi
@grandjeanmartin
@sedimentiv
@simpreneurship
@atandra_ray
@fierbmi
@verukita1
@flefgraph
@naforfellow
@seinecle

Top hashtags:
#gephi
#datascience
#socialnetworkanalysis
#nodexl
#mediaresearchinstitute

Description:
Description
The graph represents a network of 344 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, 04 October 2022 at 01:15 UTC.

The requested start date was Tuesday, 04 October 2022 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 12-day, 6-hour, 8-minute period from Tuesday, 20 September 2022 at 12:37 UTC to Sunday, 02 October 2022 at 18:45 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 : 344
Unique Edges : 299
Edges With Duplicates : 460
Total Edges : 759
Number of Edge Types : 5
Replies to : 55
Retweet : 173
MentionsInRetweet : 301
Tweet : 46
Mentions : 184
Self-Loops : 49
Reciprocated Vertex Pair Ratio : 0.0291479820627803
Reciprocated Edge Ratio : 0.0566448801742919
Connected Components : 48
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 217
Maximum Edges in a Connected Component : 590
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.684232
Graph Density : 0.00389009424367754
Modularity : 0.520216
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 344 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, 04 October 2022 at 01:15 UTC.

The requested start date was Tuesday, 04 October 2022 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 12-day, 6-hour, 8-minute period from Tuesday, 20 September 2022 at 12:37 UTC to Sunday, 02 October 2022 at 18:45 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:
[48] https://www.youtube.com/watch?v=GXtbL8avpik

[10] https://gephi.org/
[6] https://gephi.github.io/
[5] https://twitter.com/GrandjeanMartin/status/1572571208683769856
[4] https://www.eventbrite.com/o/social-media-research-foundation-32778163177
[4] https://www.youtube.com/watch?v=o-D-Duv8Mcs&t=9s&ab_channel=MikaLaiti

[3] https://gephi.org
[3] https://www.twitch.tv/clementlevallois
[2] https://twitter.com/atandra_ray/status/1573894063702810625
[2] https://news.ycombinator.com/item?id=30915870

Top URLs in Tweet in G1:
[4] https://www.eventbrite.com/o/social-media-research-foundation-32778163177
[4] https://www.youtube.com/watch?v=o-D-Duv8Mcs&t=9s&ab_channel=MikaLaiti

[3] https://www.twitch.tv/clementlevallois
[2] https://twitter.com/GrandjeanMartin/status/1572571208683769856
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282141
[1] https://www.youtube.com/watch?v=oV9PkdQyEWY

[1] https://www.youtube.com/watch?v=oV9PkdQyEWY&feature=youtu.be

[1] https://nocodefunctions.com
[1] https://twitter.com/SieEstrategia/status/1573738551581315072
[1] https://drive.google.com/file/d/1Xl4x2_NtFNqulN9o-08Ql0tOjiwsGF6C/view?usp=sharing

Top URLs in Tweet in G2:
[43] https://www.youtube.com/watch?v=GXtbL8avpik

[1] http://www.martingrandjean.ch/gephi-introduction/
[1] https://www.youtube.com/watch?v=GXtbL8avpik&feature=youtu.be

[1] https://twitter.com/GrandjeanMartin/status/1572571208683769856

Top URLs in Tweet in G3:
[4] https://gephi.org/
[3] https://gephi.org
[1] https://twitter.com/atandra_ray/status/1573894063702810625
[1] https://www.youtube.com/playlist?list=PLk_jmmkw5S2BqnYBqF2VNPcszY93-ze49


Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=yYd8nSQRpis


Top URLs in Tweet in G6:
[1] https://twitter.com/Gephi/status/1572582193939062789?t=VXttc2YJMnQciQiNkFIT0w&s=09
[1] https://appsource.microsoft.com/en-us/product/power-bi-visuals/WA104380795?src=office&tab=Overview
[1] https://gephi.org/
[1] https://twitter.com/atandra_ray/status/1573894063702810625
[1] https://good-trade.livejournal.com/3099981.html
[1] https://twitter.com/marikomunista/status/1574752517116030978
[1] https://twitter.com/teslaingeniero/status/1575470565472845827
[1] https://networkx.org/
[1] https://twitter.com/Pedro_Barciela/status/1575843105214853120

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[1] https://twitter.com/FlefGraph/status/1429809288827088901?s=20&t=dFlQg71l19rXg9s812MjMQ

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[1] https://gephi.org/plugins/#/plugin/link-prediction
[1] https://gephi.org/plugins/#/plugin/position-ranking-plugin

Top URLs in Tweet in G9:
[1] https://st659.webhosting.canterbury.ac.uk/lthechat.zip
[1] https://gephi.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[57] youtube.com
[18] twitter.com
[15] gephi.org
[6] github.io
[4] eventbrite.com
[4] wordpress.com
[4] twitch.tv
[2] ycombinator.com
[2] nodexlgraphgallery.org
[1] cubaperiodistas.cu

Top Domains in Tweet in G1:
[7] youtube.com
[4] eventbrite.com
[4] twitter.com
[4] twitch.tv
[2] nodexlgraphgallery.org
[1] nocodefunctions.com
[1] google.com
[1] wordpress.com

Top Domains in Tweet in G2:
[44] youtube.com
[1] martingrandjean.ch
[1] twitter.com

Top Domains in Tweet in G3:
[7] gephi.org
[1] twitter.com
[1] youtube.com

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

Top Domains in Tweet in G6:
[5] twitter.com
[1] microsoft.com
[1] gephi.org
[1] livejournal.com
[1] networkx.org

Top Domains in Tweet in G7:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] gephi.org
[2] youtube.com

Top Domains in Tweet in G9:
[1] ac.uk
[1] gephi.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] gephi
[14] datascience
[11] socialnetworkanalysis
[10] nodexl
[9] mediaresearchinstitute
[9] twitterresearchproject
[5] socialmedia
[4] creatorpreneur
[4] entrepreneur
[4] realsikhsagainstkhalistan



Top Hashtags in Tweet in G1:
[9] gephi
[9] mediaresearchinstitute
[9] twitterresearchproject
[8] nodexl
[7] socialnetworkanalysis
[4] realsikhsagainstkhalistan
[4] sikhsrejectkhalistan
[3] lgbtqi
[3] lgbtq
[3] lgbt

Top Hashtags in Tweet in G2:
[3] openscholarship
[1] gephi
[1] netvis
[1] uccdh

Top Hashtags in Tweet in G4:
[7] datascience
[4] entrepreneur
[4] creatorpreneur
[3] worldtourismday
[3] wtd2022
[3] solopreneur
[2] wolverine
[2] datascience4social
[1] bali
[1] indonesia

Top Hashtags in Tweet in G8:
[2] gephi
[2] sna
[2] socialmedia
[2] neuroscience
[2] bioinformatics
[2] nodexl
[2] datascience
[2] openaccess
[2] bibliometrics
[2] socialnetworkanalysis

Top Words
Top Words in Tweet in Entire Graph:
[262] gephi
[72] network
[63] visualization
[59] analysis
[57] tutorial
[54] grandjeanmartin
[51] introduction
[50] version
[47] ge
[37] plugin

Top Words in Tweet in G1:
[63] gephi
[18] análisis
[15] taller
[15] redes
[14] network
[14] using
[14] estructuras
[14] criminales
[13] seinecle
[11] sieestrategia

Top Words in Tweet in G2:
[54] gephi
[48] grandjeanmartin
[48] tutorial
[46] introduction
[44] network
[44] analysis
[44] visualization
[44] version
[42] ge
[4] sharing

Top Words in Tweet in G3:
[19] atandra_ray
[16] revolution'
[14] gephi
[9] colour
[8] plotted
[8] graph
[8] ongoing
[8] mahsa
[8] amini
[8] protests

Top Words in Tweet in G4:
[22] twitter
[17] conversation
[12] trending
[11] simpreneurship
[11] emotions
[10] hugh
[10] jackman
[10] gephi
[9] pulling
[9] string

Top Words in Tweet in G5:
[22] rumours
[21] gephi
[21] visualisation
[21] 72k
[21] tweets
[21] retweets
[21] etc
[21] over
[21] 24hrs
[21] 49k

Top Words in Tweet in G6:
[14] gephi
[4] python
[3] die
[2] grafo
[2] base
[2] visualisierungen
[2] tweets
[2] em

Top Words in Tweet in G7:
[8] gephi
[3] jacomyma
[3] plugin
[3] notre
[3] grand
[2] mizpoline
[2] été
[2] ma
[2] seinecle
[2] martheviallet

Top Words in Tweet in G8:
[32] plugin
[16] testing
[16] share
[16] progress
[16] keep
[16] exploring
[16] co
[14] verukita1
[11] gephi
[9] link

Top Words in Tweet in G9:
[2] graphics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[54] network,analysis
[51] gephi,introduction
[50] analysis,visualization
[49] introduction,network
[49] visualization,tutorial
[48] grandjeanmartin,gephi
[48] tutorial,version
[47] version,ge
[22] gephi,visualisation
[21] visualisation,72k

Top Word Pairs in Tweet in G1:
[14] taller,análisis
[14] análisis,estructuras
[14] estructuras,redes
[14] redes,criminales
[14] criminales,gephi
[9] #mediaresearchinstitute,#twitterresearchproject
[7] gephi,impartido
[7] hoy,taller
[7] gephi,abordó
[7] abordó,interconexión

Top Word Pairs in Tweet in G2:
[46] gephi,introduction
[44] introduction,network
[44] network,analysis
[44] analysis,visualization
[44] visualization,tutorial
[43] tutorial,version
[43] grandjeanmartin,gephi
[42] version,ge
[3] grandjeanmartin,sharing
[3] sharing,expertise

Top Word Pairs in Tweet in G3:
[8] plotted,gephi
[8] gephi,graph
[8] graph,ongoing
[8] ongoing,mahsa
[8] mahsa,amini
[8] amini,protests
[8] protests,iran
[8] iran,using
[8] using,'colour
[8] 'colour,revolution'

Top Word Pairs in Tweet in G4:
[12] trending,twitter
[10] hugh,jackman
[9] pulling,string
[9] rstudio,gephi
[8] conversation,twitter
[7] twitter,today
[5] jackman,trending
[5] today,wanna
[5] wanna,know
[5] know,emotions

Top Word Pairs in Tweet in G5:
[21] gephi,visualisation
[21] visualisation,72k
[21] 72k,tweets
[21] tweets,retweets
[21] retweets,etc
[21] etc,over
[21] over,24hrs
[21] 24hrs,49k
[21] 49k,accounts
[21] accounts,focused

Top Word Pairs in Tweet in G7:
[2] grandjeanmartin,gephi
[2] gephi,introduction
[2] introduction,network
[2] network,analysis
[2] analysis,visualization
[2] visualization,tutorial
[2] tutorial,version
[2] version,ge
[2] jacomyma,œuvre
[2] œuvre,wikipédia

Top Word Pairs in Tweet in G8:
[16] share,progress
[16] progress,keep
[16] keep,exploring
[16] exploring,plugin
[16] plugin,co
[14] verukita1,testing
[9] testing,link
[9] link,prediction
[9] prediction,plugin
[9] plugin,gephi

Top Replied-To
Top Replied-To in Entire Graph:
@pedro_barciela
@odysseusbostick
@seinecle
@alex_maignan
@atandra_ray
@marcj29470881
@grandjeanmartin
@anarcho_kaotika
@gmludo
@mizpoline

Top Replied-To in G1:
@seinecle
@marcowenjones
@cyb_detective
@lkarlslund
@mohibah97957700
@sieestrategia
@aguil77
@07marianne
@tenue31
@this0499154500

Top Replied-To in G2:
@grandjeanmartin
@friede

Top Replied-To in G3:
@atandra_ray
@orwell2022
@dommcloughlin
@draeorcethan
@pankajmcc
@s_bspecies
@mrmarktx1

Top Replied-To in G7:
@gmludo
@jacomyma
@mizpoline
@flefgraph

Top Replied-To in G9:
@kathyadvancehe

Top Replied-To in G10:
@fierbmi

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@grandjeanmartin
@ge
@busabx
@verukita1
@atandra_ray
@seinecle
@simpreneurship
@sieestrategia
@rstudio

Top Mentioned in G1:
@gephi
@seinecle
@sieestrategia
@allhoff_joachim
@jgt_00
@nicolasbchb
@aguil77
@nodexl
@julianmaciast
@verukita1

Top Mentioned in G2:
@grandjeanmartin
@ge
@gephi
@iridium
@youtube
@nkivilcimyavuz
@ferli90
@jlortegapriego
@bdavewalters

Top Mentioned in G3:
@atandra_ray
@ralanmartin
@dommcloughlin
@pankajmcc
@jethromolenaar
@zychowskitom
@editortargett
@twitterapi
@twitterdev
@gephi

Top Mentioned in G4:
@simpreneurship
@rstudio
@gephi
@miamidolphins
@ucbarstool
@stoolpresidente
@bengals
@nfl
@tonydatiger96
@thejustinwelsh

Top Mentioned in G5:
@busabx

Top Mentioned in G7:
@seinecle
@martheviallet
@gephi
@grandjeanmartin
@ge
@jacomyma
@enroweb
@clairedruez
@mizpoline
@skeptikonfr

Top Mentioned in G8:
@verukita1
@grandjeanmartin
@ge

Top Mentioned in G9:
@advancehe_chat
@lthechat
@nige1980
@iforger_pete
@docwiththesocs
@advancehe
@profsallybrown
@jess_gagnon
@peter_kahn

Top Mentioned in G10:
@warmonitor3
@tendar
@thestudyofwar
@mhmck
@lilygrutcher
@defmon3
@militarylandnet
@tmgneff
@chuckpfarrer
@ralee85

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@fabriciosx
@riki26287444
@ricardo_ik_ahau
@gaylulista13
@raulpacheco
@pyscalellc
@wmn4srvl
@datasciencebot_
@nfl

Top Tweeters in G1:
@chidambara09
@fabriciosx
@ricardo_ik_ahau
@raulpacheco
@07marianne
@openscitalk
@leogarciamx
@evilafm
@chouhan_jasmeet
@ronpatz

Top Tweeters in G2:
@mikertrice
@peccadille
@friede
@bdavewalters
@eiji_kawano
@ferli90
@isidroaguillo
@youtube
@grandjeanmartin
@iridium

Top Tweeters in G3:
@osmo35195362
@pip_dragon
@sedimentiv
@orwell2022
@jayland64
@drartanalytics
@lahorchatera
@wankymcchuckles
@semicynic
@beetlejuice5750

Top Tweeters in G4:
@pyscalellc
@nfl
@nvsdata
@rjochoa
@canva
@rstats4ds
@stoolpresidente
@dallascowboys
@miamidolphins
@bengals

Top Tweeters in G5:
@riki26287444
@wmn4srvl
@jensutt6971
@reezyh_
@andrewjlockley
@geertjeelof
@busabx
@cybrarianpete
@0gi6164b38723h
@stelimili

Top Tweeters in G6:
@ringopastry0731
@ingdavincho
@good_trades
@guille0027
@brazoli
@gabrieldvarte
@migue_garva
@echobit
@linr_corp
@flakorporation

Top Tweeters in G7:
@vinceflibustier
@enroweb
@flefgraph
@totetmatt
@mizpoline
@visibrain
@gmludo
@clairedruez
@jacomyma
@martheviallet

Top Tweeters in G8:
@datasciencebot_
@compchembiobot
@binfotrends
@jorgaf
@ujubib
@chukbak
@madomingo79
@eduard__iulian
@gvegayon
@garej_

Top Tweeters in G9:
@scottturneruon
@profsallybrown
@jess_gagnon
@lthechat
@advancehe
@nige1980
@docwiththesocs
@kathyadvancehe
@advancehe_chat
@iforger_pete

Top Tweeters in G10:
@ralee85
@mhmck
@tendar
@lilygrutcher
@thestudyofwar
@chuckpfarrer
@defmon3
@warmonitor3
@tmgneff
@militarylandnet


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