gephi, Twitter, 1/4/2022 7:47:15 AM, 269427


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gephi_2022-01-03_18-24-32.xlsx
gephi_2022-01-03_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 04, 2022
Short Description:
gephi via NodeXL https://bit.ly/3JQDe99
@gephi
@chidambara09
@this0499154500
@allhoff_joachim
@nymanobeats
@nrauhauser
@leisurenaut
@docassar
@itz_whitedevil
@michaelbathurst

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

Description:
Description
The graph represents a network of 176 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 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 04 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 10-day, 14-hour, 0-minute period from Tuesday, 21 December 2021 at 07:51 UTC to Friday, 31 December 2021 at 21:52 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 : 176
Unique Edges : 308
Edges With Duplicates : 278
Total Edges : 586
Number of Edge Types : 5
Replies to : 59
Mentions : 260
MentionsInRetweet : 203
Retweet : 46
Tweet : 18
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.0351351351351351
Reciprocated Edge Ratio : 0.0678851174934726
Connected Components : 26
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 114
Maximum Edges in a Connected Component : 528
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.945421
Graph Density : 0.0124350649350649
Modularity : 0.47946
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 176 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 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 04 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 10-day, 14-hour, 0-minute period from Tuesday, 21 December 2021 at 07:51 UTC to Friday, 31 December 2021 at 21:52 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269140
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268727
[4] https://medium.com/@julienbeisel/discovering-musician-communities-with-the-spotify-api-gephi-and-sigma-js-382ac00f5183
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://github.com/eleurent/twitter-graph
[1] https://github.com/batman-nair/GephiViz
[1] http://www.designandanalytics.com/philosophers-gephi/
[1] https://twitter.com/lallier_michel
[1] https://it.wikipedia.org/wiki/Vaccino
[1] https://it.wikipedia.org/wiki/Vaccinazione

Top URLs in Tweet in G1:
[4] https://medium.com/@julienbeisel/discovering-musician-communities-with-the-spotify-api-gephi-and-sigma-js-382ac00f5183
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://github.com/batman-nair/GephiViz

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269140
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268727

Top URLs in Tweet in G3:
[1] https://www.coursera.org/learn/social-network-analysis

Top URLs in Tweet in G4:
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/

Top URLs in Tweet in G5:
[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
[1] https://it.wikipedia.org/wiki/Storia_del_femminismo

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

Top URLs in Tweet in G9:
[1] https://github.com/eleurent/twitter-graph

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] bsc
[18] gephi
[18] twitterresearchproject
[16] nodexl
[15] mediaresearchinstitute
[10] rstats
[8] datascience
[6] ces
[6] ces2022
[5] machinelearning



Top Hashtags in Tweet in G1:
[19] bsc
[1] airdrop

Top Hashtags in Tweet in G2:
[6] gephi
[5] nodexl
[4] mediaresearchinstitute
[4] twitterresearchproject
[3] machinelearning
[2] bsc
[2] rstats
[2] ai
[2] leadership
[2] datascience

Top Hashtags in Tweet in G4:
[14] twitterresearchproject
[11] mediaresearchinstitute
[10] gephi
[10] nodexl
[8] rstats
[5] ces
[5] ces2022
[4] openscience
[4] datascience
[3] digitalart

Top Hashtags in Tweet in G5:
[1] wikipedia
[1] selenium
[1] nodexl
[1] gephi
[1] scrapingwiki
[1] vaccini

Top Words
Top Words in Tweet in Entire Graph:
[101] gephi
[51] project
[26] chidambara09
[26] more
[25] very
[25] good
[24] this0499154500
[24] next
[23] creo_engine
[23] airdrop

Top Words in Tweet in G1:
[49] project
[35] gephi
[24] very
[24] good
[23] creo_engine
[23] airdrop
[23] hopefully
[23] more
[23] successful
[23] future

Top Words in Tweet in G2:
[26] chidambara09
[24] this0499154500
[24] gephi
[20] nodexl
[20] michaelbathurst
[16] shoutmgb
[16] marc_smith
[12] top
[11] endy71290795
[11] docassar

Top Words in Tweet in G3:
[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 G4:
[14] #twitterresearchproject
[11] #mediaresearchinstitute
[10] allhoff_joachim
[10] #gephi
[10] #nodexl
[8] #rstats
[8] topic
[6] digital
[6] landscape
[6] worldwide

Top Words in Tweet in G5:
[5] gephi
[2] vaccino
[2] network

Top Words in Tweet in G6:
[2] gephi
[2] graph
[2] j'ai
[2] partie

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:
[2] gephi

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

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

Top Word Pairs in Tweet in G2:
[11] gephi,nodexl
[11] nodexl,gephi
[9] this0499154500,docassar
[9] docassar,michaelbathurst
[9] michaelbathurst,rootnk
[9] rootnk,hashtagmarketi7
[9] hashtagmarketi7,shoutmgb
[9] shoutmgb,jeremyhl
[9] jeremyhl,marc_smith
[9] marc_smith,thartman2u

Top Word Pairs in Tweet in G3:
[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 G4:
[11] #mediaresearchinstitute,#twitterresearchproject
[10] #gephi,#nodexl
[8] allhoff_joachim,#mediaresearchinstitute
[7] #nodexl,#rstats
[6] #twitterresearchproject,digital
[6] digital,landscape
[6] landscape,worldwide
[6] worldwide,tweets
[6] tweets,last
[6] last,months

Top Word Pairs in Tweet in G5:
[2] gephi,network

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
@nrauhauser
@pandovstrochnis
@actuspatiales
@michaelbathurst
@this0499154500
@inhumanzeni

Top Replied-To in G1:
@creo_engine
@snowji_yama
@nymanobeats
@spacefalconio
@mehedi623

Top Replied-To in G2:
@this0499154500
@michaelbathurst
@jacomyma

Top Replied-To in G3:
@_asajj_
@leisurenaut
@nrauhauser

Top Replied-To in G6:
@nicolasbchb
@gnaniou

Top Replied-To in G8:
@canadian_errant

Top Replied-To in G9:
@actuspatiales

Top Replied-To in G10:
@inhumanzeni
@fahrudinyw

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@chidambara09
@karetgosong
@ratolmac
@this0499154500
@allhoff_joachim
@shoutmgb
@marc_smith
@michaelbathurst
@endy71290795

Top Mentioned in G1:
@gephi
@karetgosong
@ratolmac
@nymanobeats
@sigmajs
@jacomyal
@creo_engine
@luckymon16
@ivanirp1
@dev94540541

Top Mentioned in G2:
@chidambara09
@this0499154500
@shoutmgb
@marc_smith
@michaelbathurst
@gephi
@endy71290795
@docassar
@rootnk
@hashtagmarketi7

Top Mentioned in G3:
@haytonlyfe
@neurodark_19
@mylawyerninja
@6billionpeople
@ladamic
@coursera
@arangodb
@elastic
@rabbitmq
@gephi

Top Mentioned in G4:
@allhoff_joachim

Top Mentioned in G6:
@bastiui
@eleurent

Top Mentioned in G7:
@___mzinger_8_8_

Top Mentioned in G8:
@tltroup

Top Mentioned in G9:
@astropierre
@revesdespace

Top Mentioned in G10:
@ismailfahmi

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@morolswediu
@fabriciosx
@fluttbot
@pollastret
@ricardo_ik_ahau
@thecuriousluke
@bills_bot
@rstatstweet
@shoutmgb

Top Tweeters in G1:
@fabricio_carva
@nemesisinc
@alloalouette
@andredemoraes
@professor_fu
@rgvgamedev
@cyberlabe
@iprabarth
@orko06259688
@mehedi623

Top Tweeters in G2:
@chidambara09
@morolswediu
@fabriciosx
@fluttbot
@thecuriousluke
@bills_bot
@rstatstweet
@shoutmgb
@botsecx
@goaidev

Top Tweeters in G3:
@6billionpeople
@neurodark_19
@haytonlyfe
@_asajj_
@elastic
@arangodb
@coursera
@mylawyerninja
@nrauhauser
@rabbitmq

Top Tweeters in G4:
@ricardo_ik_ahau
@elizabot9
@openscitalk
@rstats4ds
@penroseai
@allhoff_joachim
@rudranapoleon

Top Tweeters in G5:
@fuina
@bia__maze
@niweera
@baptistafarto
@seiderich
@fromalias

Top Tweeters in G6:
@flefgraph
@eleurent
@bastiui
@nicolasbchb
@gnaniou

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:
@astropierre
@revesdespace
@actuspatiales
@seeissfrance

Top Tweeters in G10:
@ismailfahmi
@inhumanzeni
@diviowin
@fahrudinyw


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