gephi, Twitter, 12/28/2021 8:28:23 AM, 269140


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gephi_2021-12-27_18-24-32.xlsx
gephi_2021-12-27_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 28, 2021
Short Description:
gephi via NodeXL https://bit.ly/3sElmYT
@gephi
@botsecx
@chidambara09
@allhoff_joachim
@this0499154500
@endy71290795
@nrauhauser
@leisurenaut
@itz_whitedevil
@jacomyma

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

Description:
Description
The graph represents a network of 179 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, 28 December 2021 at 02:24 UTC.

The requested start date was Tuesday, 28 December 2021 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, 14-hour, 24-minute period from Tuesday, 14 December 2021 at 01:46 UTC to Sunday, 26 December 2021 at 16:11 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 : 179
Unique Edges : 274
Edges With Duplicates : 362
Total Edges : 636
Number of Edge Types : 5
Retweet : 59
MentionsInRetweet : 237
Tweet : 36
Replies to : 63
Mentions : 241
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0194444444444444
Reciprocated Edge Ratio : 0.0381471389645777
Connected Components : 34
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 108
Maximum Edges in a Connected Component : 548
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.93138
Graph Density : 0.0115184232000502
Modularity : 0.446995
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 179 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, 28 December 2021 at 02:24 UTC.

The requested start date was Tuesday, 28 December 2021 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, 14-hour, 24-minute period from Tuesday, 14 December 2021 at 01:46 UTC to Sunday, 26 December 2021 at 16:11 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:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268727
[2] https://www.youtube.com/watch?v=FpOIbhOmGUs&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268298
[1] https://twitter.com/lallier_michel
[1] https://it.wikipedia.org/wiki/Vaccino
[1] https://it.wikipedia.org/wiki/Vaccinazione
[1] https://it.wikipedia.org/wiki/Storia_della_vaccinazione
[1] https://it.wikipedia.org/wiki/Mary_Wortley_Montagu
[1] https://it.wikipedia.org/wiki/Storia_del_femminismo

Top URLs in Tweet in G1:
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268727
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268298
[1] https://twitter.com/FosdemResearch/status/1471131399948226569
[1] https://open.spotify.com/show/04VvTcQIaq18fRgqEsYVQc
[1] https://open.spotify.com/show/6Eo2Fpj7Q8sPTLv2LA1mT8

Top URLs in Tweet in G3:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268727

Top URLs in Tweet in G4:
[1] http://informationr.net/ir/26-4/paper909.html
[1] https://pypi.org/project/jira/
[1] https://gephi.org/
[1] https://ipython.org/
[1] https://marketplace.atlassian.com/apps/1214144/jupyter-viewer-for-confluence?hosting=cloud&tab=overview
[1] https://twitter.com/maripydev/status/1473724998514843649
[1] https://it.wikipedia.org/wiki/Vaccino
[1] https://it.wikipedia.org/wiki/Vaccinazione
[1] https://it.wikipedia.org/wiki/Storia_della_vaccinazione
[1] https://it.wikipedia.org/wiki/Mary_Wortley_Montagu

Top URLs in Tweet in G5:
[1] https://www.coursera.org/learn/social-network-analysis

Top URLs in Tweet in G6:
[1] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile

Top URLs in Tweet in G8:
[1] https://cytoscape.org/
[1] https://gephi.github.io/

Top URLs in Tweet in G10:
[1] https://github.com/seinecle/gephi-tutorials/blob/master/src/main/asciidoc/en/plugins/twitter-streaming-importer-en.adoc

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] twitterresearchproject
[27] mediaresearchinstitute
[27] gephi
[24] nodexl
[18] bsc
[13] rstats
[11] machinelearning
[10] socialnetworkanalysis
[10] datascience
[9] openscience



Top Hashtags in Tweet in G1:
[18] bsc
[1] fosdem
[1] airdrop

Top Hashtags in Tweet in G2:
[5] gephi
[3] nodexl
[2] bigdata
[2] twitter
[2] linux
[2] flutter
[2] javascript
[2] 100daysofcode
[2] ai
[2] mediaresearchinstitute

Top Hashtags in Tweet in G3:
[27] twitterresearchproject
[25] mediaresearchinstitute
[13] gephi
[13] nodexl
[13] rstats
[10] machinelearning
[9] openscience
[8] socialnetworkanalysis
[8] datascience
[7] ai

Top Hashtags in Tweet in G4:
[2] gephi
[1] bibliometria
[1] altmetria
[1] sci2tool
[1] vosviewer
[1] pajek
[1] citespace
[1] histcite
[1] wikipedia
[1] selenium

Top Hashtags in Tweet in G6:
[7] nodexl
[6] gephi
[1] phdchat
[1] scicomm

Top Words
Top Words in Tweet in Entire Graph:
[117] gephi
[50] project
[30] more
[29] #twitterresearchproject
[28] day
[27] #mediaresearchinstitute
[27] #gephi
[27] this0499154500
[25] good
[24] #nodexl

Top Words in Tweet in G1:
[47] project
[34] gephi
[23] good
[23] more
[22] creo_engine
[22] airdrop
[22] very
[22] hopefully
[22] successful
[22] future

Top Words in Tweet in G2:
[26] this0499154500
[24] gephi
[22] chidambara09
[21] michaelbathurst
[21] top
[20] docassar
[19] 10
[15] jacomyma
[14] joetunas
[12] arcelinobsilva

Top Words in Tweet in G3:
[27] #twitterresearchproject
[25] #mediaresearchinstitute
[19] allhoff_joachim
[16] tweets
[15] digital
[15] landscape
[15] worldwide
[15] last
[13] #gephi
[13] #nodexl

Top Words in Tweet in G4:
[13] gephi
[4] data
[4] 22
[3] ela
[3] funciona
[3] sabe
[3] jira
[2] excel
[2] hora
[2] passo

Top Words in Tweet in G5:
[10] coursera
[9] _asajj_
[9] haytonlyfe
[9] neurodark_19
[9] mylawyerninja
[9] 6billionpeople
[9] ladamic
[9] arangodb
[9] elastic
[9] rabbitmq

Top Words in Tweet in G6:
[7] #nodexl
[6] day
[6] intensive
[6] training
[6] event
[6] social
[6] network
[6] analysis
[6] drawing
[6] tools

Top Words in Tweet in G7:
[6] tweets
[5] exterior
[5] publicaron
[5] miles
[5] contra
[5] dicha
[5] decisión
[5] curiosamente
[5] ninguno
[5] pp

Top Words in Tweet in G8:
[6] gephi
[5] canadian_errant
[3] help
[2] few
[2] downloaded
[2] deb
[2] install
[2] instead

Top Words in Tweet in G10:
[5] maar
[5] gephi
[4] kuypersmarieke
[4] data
[4] ik
[3] dat
[3] doen
[2] dan
[2] kan
[2] maltego

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] #mediaresearchinstitute,#twitterresearchproject
[22] airdrop,very
[22] very,good
[22] good,hopefully
[22] hopefully,more
[22] more,successful
[22] successful,project
[22] project,project
[22] project,future
[21] creo_engine,airdrop

Top Word Pairs in Tweet in G1:
[22] airdrop,very
[22] very,good
[22] good,hopefully
[22] hopefully,more
[22] more,successful
[22] successful,project
[22] project,project
[22] project,future
[21] creo_engine,airdrop
[21] future,continue

Top Word Pairs in Tweet in G2:
[19] top,10
[17] chidambara09,this0499154500
[14] this0499154500,gephi
[12] gephi,arcelinobsilva
[12] arcelinobsilva,michaelbathurst
[12] jacomyma,reachind_uk
[11] docassar,netfrixp
[11] netfrixp,joetunas
[11] joetunas,top
[10] michaelbathurst,jacomyma

Top Word Pairs in Tweet in G3:
[25] #mediaresearchinstitute,#twitterresearchproject
[18] allhoff_joachim,#mediaresearchinstitute
[15] #twitterresearchproject,digital
[15] digital,landscape
[15] landscape,worldwide
[15] worldwide,tweets
[15] tweets,last
[13] #gephi,#nodexl
[13] #nodexl,#rstats
[8] topic,modeling

Top Word Pairs in Tweet in G4:
[2] usar,gephi
[2] estudos,bibliométricos
[2] alguém,sabe

Top Word Pairs in Tweet in G5:
[9] haytonlyfe,neurodark_19
[9] neurodark_19,mylawyerninja
[9] mylawyerninja,6billionpeople
[9] ladamic,coursera
[9] arangodb,elastic
[9] elastic,rabbitmq
[8] 6billionpeople,ladamic
[8] coursera,arangodb
[8] rabbitmq,gephi
[5] _asajj_,haytonlyfe

Top Word Pairs in Tweet in G6:
[6] day,intensive
[6] intensive,training
[6] training,event
[6] event,social
[6] social,network
[6] network,analysis
[6] analysis,drawing
[6] drawing,tools
[6] tools,such
[6] such,#nodexl

Top Word Pairs in Tweet in G7:
[5] exterior,publicaron
[5] publicaron,miles
[5] miles,tweets
[5] tweets,contra
[5] contra,dicha
[5] dicha,decisión
[5] decisión,curiosamente
[5] curiosamente,ninguno
[5] ninguno,pp
[5] pp,casado

Top Replied-To
Top Replied-To in Entire Graph:
@creo_engine
@canadian_errant
@_asajj_
@leisurenaut
@kuypersmarieke
@vseostudio
@nrauhauser
@pandovstrochnis
@this0499154500
@jerryvermanen

Top Replied-To in G1:
@creo_engine
@vseostudio
@spacefalconio
@mehedi623
@gephi
@martinomosna

Top Replied-To in G2:
@this0499154500
@jacomyma

Top Replied-To in G3:
@solabrador

Top Replied-To in G5:
@_asajj_
@leisurenaut
@nrauhauser

Top Replied-To in G8:
@canadian_errant

Top Replied-To in G9:
@redoatz

Top Replied-To in G10:
@kuypersmarieke
@jerryvermanen

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@chidambara09
@this0499154500
@karetgosong
@ratolmac
@michaelbathurst
@docassar
@allhoff_joachim
@jacomyma
@joetunas

Top Mentioned in G1:
@gephi
@karetgosong
@ratolmac
@notepad_plus
@creo_engine
@jacomyma
@luckymon16
@ivanirp1
@dev94540541
@djd8455332

Top Mentioned in G2:
@chidambara09
@this0499154500
@michaelbathurst
@docassar
@gephi
@jacomyma
@joetunas
@arcelinobsilva
@reachind_uk
@netfrixp

Top Mentioned in G3:
@allhoff_joachim
@adiw1202
@gephi
@this0499154500
@endy71290795
@chidambara09
@joetunas
@jnarai
@bennd77
@koisshua

Top Mentioned in G5:
@haytonlyfe
@neurodark_19
@mylawyerninja
@6billionpeople
@ladamic
@coursera
@arangodb
@elastic
@rabbitmq
@gephi

Top Mentioned in G6:
@nodexlacademy

Top Mentioned in G7:
@___mzinger_8_8_

Top Mentioned in G8:
@tltroup

Top Mentioned in G9:
@chercher_ai
@tpotvibecamp

Top Mentioned in G10:
@kuypersmarieke

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@cybersecurityn8
@ipythonistabot
@morolswediu
@fluttbot
@pollastret
@ricardo_ik_ahau
@thecuriousluke
@bills_bot

Top Tweeters in G1:
@fabricio_carva
@andredemoraes
@professor_fu
@cyberlabe
@martinomosna
@iprabarth
@orko06259688
@mehedi623
@civanme83316010
@elonmus90359112

Top Tweeters in G2:
@chidambara09
@xaelbot
@cybersecurityn8
@morolswediu
@fluttbot
@bills_bot
@shoutmgb
@botfordev
@michaelbathurst
@goaidev

Top Tweeters in G3:
@ricardo_ik_ahau
@thecuriousluke
@botsecx
@datasciencebot_
@elizabot9
@openscitalk
@bennd77
@rstats4ds
@askn0b0dy
@adiw1202

Top Tweeters in G4:
@abrilreptil
@larinarel
@yearrypanji
@fuina
@dsottimano
@bia__maze
@pedroisandretta
@masakick
@cellosia
@baptistafarto

Top Tweeters in G5:
@6billionpeople
@neurodark_19
@_asajj_
@haytonlyfe
@elastic
@arangodb
@coursera
@mylawyerninja
@nrauhauser
@rabbitmq

Top Tweeters in G6:
@b0tsci
@scicommbot
@jayaisales
@smr_foundation
@nodexlacademy
@rsquared0

Top Tweeters in G7:
@pollastret
@deadspanita
@jam3734
@egtegain
@___mzinger_8_8_

Top Tweeters in G8:
@canadian_errant
@tkinias
@tltroup
@edmondjsmith
@michaeljstamper

Top Tweeters in G9:
@deepfates
@chercher_ai
@redoatz
@tpotvibecamp

Top Tweeters in G10:
@jerryvermanen
@yarnoritzen
@ludoblock
@kuypersmarieke


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