gephi, Twitter, 12/13/2022 2:18:28 AM, 286170


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gephi_2022-12-12_18-15-00.xlsx
gephi_2022-12-12_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2022
Short Description:
gephi via NodeXL https://bit.ly/3HwzM4O
@gephi
@mihkal
@verukita1
@seinecle
@uned_filologia
@informalinc
@hdhispanicas
@proyecto_bieses
@jacomyma
@allhoff_joachim

Top hashtags:
#gephi
#nodexl
#r
#rstudio
#stylo
#datascience
#mediaresearchinstitute

Description:
Description
The graph represents a network of 236 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, 13 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 13 December 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, 17-hour, 37-minute period from Tuesday, 29 November 2022 at 03:25 UTC to Sunday, 11 December 2022 at 21:03 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 : 236
Unique Edges : 247
Edges With Duplicates : 329
Total Edges : 576
Number of Edge Types : 5
Retweet : 108
MentionsInRetweet : 221
Tweet : 43
Replies to : 50
Mentions : 154
Self-Loops : 49
Reciprocated Vertex Pair Ratio : 0.0581395348837209
Reciprocated Edge Ratio : 0.10989010989011
Connected Components : 50
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 454
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.019128
Graph Density : 0.00656328885683375
Modularity : 0.437497
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 236 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, 13 December 2022 at 02:15 UTC.

The requested start date was Tuesday, 13 December 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, 17-hour, 37-minute period from Tuesday, 29 November 2022 at 03:25 UTC to Sunday, 11 December 2022 at 21:03 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:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285080
[3] https://www.cdcs.ed.ac.uk/events/networking-analysis-gephi
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285611
[3] https://docs.github.com/en/rest/gists/gists?apiVersion=2022-11-28#create-a-gist
[2] https://twitter.com/GiordMarco96/status/1573722324246863874
[2] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[2] https://docs.google.com/forms/d/e/1FAIpQLSfkMUgSZT_J6UNc1Ii_kiQMpNK8M-rUC4N0AdoWmldXle0H9A/viewform?usp=send_form
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[2] https://mediaresearchinstitute.wordpress.com
[1] https://drive.google.com/file/d/1MoPfh1Er8vO-htdc7saNWUG4wVUSe2A9/view?usp=sharing

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=GXtbL8avpik

[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[1] https://www.youtube.com/watch?v=0OVQQACjLck&feature=youtu.be

[1] https://scholar.google.com/citations?view_op=view_citation&hl=en&user=m5CschQAAAAJ&citation_for_view=m5CschQAAAAJ:d1gkVwhDpl0C
[1] https://gephi.org
[1] https://familylocket.com/creating-gephi-network-graphs-part-1-gather-matches-and-prepare-spreadsheets/
[1] https://datenverstehen.de/twitter-api-v2-gephi/

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285080
[3] https://docs.github.com/en/rest/gists/gists?apiVersion=2022-11-28#create-a-gist
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285611
[2] https://mediaresearchinstitute.wordpress.com
[1] https://github.com/orgs/community/discussions/40628
[1] https://www.twitch.tv/clementlevallois
[1] https://github.com/gephi/gephi-plugins/blob/web-publish-plugin/modules/WebPublishPlugin/src/main/java/net/clementlevallois/web/publish/plugin/github/PublishRunnable.java#L191
[1] https://www.atlassian.com/software/confluence
[1] https://ouestware.gitlab.io/retina/1.0.0-beta.1/
[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/

Top URLs in Tweet in G3:
[2] https://docs.google.com/forms/d/e/1FAIpQLSfkMUgSZT_J6UNc1Ii_kiQMpNK8M-rUC4N0AdoWmldXle0H9A/viewform?usp=send_form
[1] https://twitter.com/uned_filologia/status/1600427143862812672

Top URLs in Tweet in G4:
[1] https://medium.com/@vespinozag/position-ranking-for-gephi-563bb9deb0bf
[1] https://medium.com/@vespinozag/what-is-gephi-meet-this-useful-network-analysis-tool-628a1b42428c
[1] https://jacomyma.github.io/gephisto/

Top URLs in Tweet in G5:
[1] https://twitter.com/PennPriceLab/status/1597680238216896512
[1] http://blog.genealogicalstudies.com/2022/10/dna-discovery-using-gephi/
[1] https://www.youtube.com/watch?v=IRhDTOAYjJA&feature=youtu.be

[1] https://vocabularios.eca.usp.br/redeassuntos/
[1] https://www.easyzoom.com/imageaccess/76589f8de1fa452dbc81a1008374019c
[1] https://twitter.com/OsintJobs/status/1599992087725891585

Top URLs in Tweet in G6:
[1] https://drive.google.com/file/d/1MoPfh1Er8vO-htdc7saNWUG4wVUSe2A9/view?usp=sharing
[1] https://github.com/soumitro8/Gephi---US-Airline-Connections
[1] https://drive.google.com/file/d/1rM2c1iSysWGwW_PrPq8OgZupbwiIoT_G/view?usp=sharing

Top URLs in Tweet in G7:
[2] https://twitter.com/GiordMarco96/status/1573722324246863874

Top URLs in Tweet in G9:
[1] https://gephi.org/
[1] https://gephi.org/users/download/
[1] https://nodexl.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[7] nodexlgraphgallery.org
[6] github.com
[6] twitter.com
[5] google.com
[4] wordpress.com
[4] youtube.com
[3] ac.uk
[3] gephi.org
[2] github.io
[2] medium.com

Top Domains in Tweet in G1:
[3] youtube.com
[1] wordpress.com
[1] google.com
[1] gephi.org
[1] familylocket.com
[1] datenverstehen.de

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[5] github.com
[3] wordpress.com
[1] twitch.tv
[1] atlassian.com
[1] gitlab.io
[1] sagepub.com

Top Domains in Tweet in G3:
[2] google.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] medium.com
[1] github.io

Top Domains in Tweet in G5:
[2] twitter.com
[1] genealogicalstudies.com
[1] youtube.com
[1] usp.br
[1] easyzoom.com

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

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

Top Domains in Tweet in G9:
[2] gephi.org
[1] nodexl.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] gephi
[13] nodexl
[11] r
[11] rstudio
[11] stylo
[10] datascience
[9] mediaresearchinstitute
[9] twitterresearchproject
[7] sna
[7] dataviz



Top Hashtags in Tweet in G1:
[2] ancestryhour
[1] dna
[1] gephi
[1] twitterapi

Top Hashtags in Tweet in G2:
[9] mediaresearchinstitute
[9] twitterresearchproject
[6] gephi
[6] nodexl
[6] datascience
[5] socialnetworkanalysis
[5] photography
[2] rstats
[2] machinelearning
[2] openscience

Top Hashtags in Tweet in G3:
[11] r
[11] rstudio
[11] stylo
[3] estilometrã­a

Top Hashtags in Tweet in G4:
[4] gephi
[4] sna
[4] socialmedia
[4] academictwitter
[3] nodexl
[3] phdlife
[3] neuroscience
[3] datascience
[2] bioinformatics
[2] dataviz

Top Hashtags in Tweet in G5:
[5] gephi
[1] dh
[1] dna
[1] genetic
[1] studentlife
[1] skillbuilding
[1] genealogy
[1] vocabulã¡rioscontrolados
[1] anã¡lisederedes
[1] usp

Top Hashtags in Tweet in G7:
[1] python

Top Hashtags in Tweet in G8:
[1] collaborativefinance
[1] gephi

Top Words
Top Words in Tweet in Entire Graph:
[203] gephi
[58] ø
[41] ù
[36] jacomyma
[34] ãƒ
[32] #gephi
[31] 10
[31] verukita1
[30] mathieubastian
[30] network

Top Words in Tweet in G1:
[47] gephi
[26] mathieubastian
[24] jacomyma
[24] grandjeanmartin
[22] 10
[22] authors
[22] reached
[22] congratulations
[22] paper
[22] citations

Top Words in Tweet in G2:
[44] gephi
[13] seinecle
[12] jacomyma
[10] verukita1
[9] plugin
[9] jilltxt
[9] #mediaresearchinstitute
[9] #twitterresearchproject
[8] mihkal
[7] ouestware

Top Words in Tweet in G3:
[19] anã
[19] redes
[19] taller
[19] herramientas
[18] lisis
[15] estilometrã
[12] gephi
[11] #stylo
[11] #rstudio
[11] #r

Top Words in Tweet in G4:
[32] gephi
[18] verukita1
[14] plugin
[12] story
[12] medium
[10] give
[10] one
[10] needed
[10] gephisto
[10] data

Top Words in Tweet in G5:
[13] gephi
[5] #gephi
[4] checking
[3] data
[3] using
[3] lah
[2] 13
[2] map
[2] invid
[2] apasionan

Top Words in Tweet in G6:
[4] gephi
[3] ladataviz
[2] same
[2] procreate
[2] figma
[2] tableau

Top Words in Tweet in G7:
[8] gephi
[6] websites
[6] more
[6] audit
[5] fun
[5] each
[5] articles
[5] website
[5] within
[5] tightly

Top Words in Tweet in G8:
[6] bottom
[4] economic
[3] blue
[3] rainbow
[3] cosmos
[3] hub
[3] reward
[3] node
[3] behavior
[3] left

Top Words in Tweet in G9:
[5] gephi
[5] arpitrage
[3] florianederer
[2] network
[2] send
[2] coding
[2] quick
[2] interested

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] jacomyma,mathieubastian
[26] grandjeanmartin,gephi
[25] citations,congratulations
[25] authors,jacomyma
[25] congratulations,authors
[25] 000,citations
[25] 10,000
[25] paper,reached
[25] gephi,paper
[25] reached,10

Top Word Pairs in Tweet in G1:
[24] jacomyma,mathieubastian
[23] grandjeanmartin,gephi
[22] 10,000
[22] gephi,paper
[22] citations,congratulations
[22] authors,jacomyma
[22] reached,10
[22] congratulations,authors
[22] 000,citations
[22] paper,reached

Top Word Pairs in Tweet in G2:
[9] #mediaresearchinstitute,#twitterresearchproject
[8] mihkal,jacomyma
[7] gephi,nodexl
[5] 2022,until
[5] digital,landscape
[5] landscape,tweets
[5] verukita1,mihkal
[5] tweets,2022
[5] #socialnetworkanalysis,#datascience
[5] #twitterresearchproject,digital

Top Word Pairs in Tweet in G3:
[18] lisis,redes
[18] anã,lisis
[15] estilometrã,herramientas
[15] redes,estilometrã
[12] herramientas,gephi
[11] #rstudio,#stylo
[11] gephi,#r
[11] #r,#rstudio
[10] taller,formativo
[10] #stylo,organizan

Top Word Pairs in Tweet in G4:
[10] gives,visualization
[10] gephi,one
[10] click,give
[10] network,data
[10] give,network
[10] data,gives
[10] skills,needed
[10] gephisto,gephi
[10] one,click
[10] settings,skills

Top Word Pairs in Tweet in G5:
[2] domain,dossier
[2] 13,domain
[2] fact,checking
[2] gephi,10
[2] invid,fact
[2] 10,colabresearch
[2] size,estimation
[2] checking,tool
[2] checking,crowd
[2] 12,map

Top Word Pairs in Tweet in G6:
[2] same,gephi
[2] ladataviz,tableau

Top Word Pairs in Tweet in G7:
[5] within,each
[5] group,tightly
[5] audit,websites
[5] interlinked,website
[5] tightly,interlinked
[5] each,group
[5] articles,within
[5] fun,audit
[5] groups,articles
[5] more,gephi

Top Word Pairs in Tweet in G8:
[3] behavior,cosmos
[3] left,rainbow
[3] first,economic
[3] hub,bottom
[3] node,reward
[3] cosmos,hub
[3] distribution,bottom
[3] reward,distribution
[3] economic,behavior
[3] blue,node

Top Word Pairs in Tweet in G9:
[2] florianederer,gephi

Top Replied-To
Top Replied-To in Entire Graph:
@arpitrage
@sororfishsticks
@ladataviz
@matthewpennmsu
@grandjeanmartin
@seinecle
@yyelworc
@nyctalopos
@collective_dh
@dimmavr2

Top Replied-To in G1:
@grandjeanmartin
@edintone
@3r1ng
@yoavgo

Top Replied-To in G2:
@matthewpennmsu
@seinecle
@githubstatus
@allhoff_joachim

Top Replied-To in G6:
@ladataviz
@fierbmi
@jnkka

Top Replied-To in G7:
@jlwchambers

Top Replied-To in G9:
@arpitrage
@florianederer
@bpellegrino_umd
@glennmagerman

Top Replied-To in G10:
@twitter

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@jacomyma
@verukita1
@mathieubastian
@grandjeanmartin
@seinecle
@ouestware
@hdhispanicas
@jilltxt

Top Mentioned in G1:
@gephi
@mathieubastian
@jacomyma
@grandjeanmartin
@3r1ng
@verukita1
@mentatseb
@datenverstehen
@seinecle

Top Mentioned in G2:
@gephi
@jacomyma
@seinecle
@verukita1
@jilltxt
@mihkal
@ouestware
@snurb_dot_info
@mathieubastian
@step_up_one

Top Mentioned in G3:
@gephi
@hdhispanicas
@uned_filologia
@proyecto_bieses
@linhduned
@libropesia
@lamusadecima
@une

Top Mentioned in G4:
@verukita1
@gephi
@ouestware

Top Mentioned in G5:
@geneastudies
@chirchironald

Top Mentioned in G6:
@gephi
@tableau
@procreate
@figma
@justintrudeau
@aptnnews
@emelia_fournier
@unbiodiversity
@antonioguterres
@greenpeaceca

Top Mentioned in G7:
@giordmarco96
@alsoasked
@keywordinsights

Top Mentioned in G8:
@cosmos
@informalinc
@gephi
@wor
@grassecon

Top Mentioned in G9:
@gephi
@florianederer
@arpitrage

Top Mentioned in G10:
@python
@networkx_team
@gephi

Top Tweeters
Top Tweeters in Entire Graph:
@o_fabriciosouza
@rstatstweet
@claragrima
@michaelbathurst
@chirchironald
@compchembiobot
@openscitalk
@alfredovelazco
@shawnfnlucas
@javierfpanadero

Top Tweeters in G1:
@shawnfnlucas
@monrodriguez
@yoavgo
@ronpatz
@madamecurves
@3r1ng
@lorenp4
@grandjeanmartin
@lww2018_20_23
@tiivik

Top Tweeters in G2:
@o_fabriciosouza
@michaelbathurst
@openscitalk
@snurb_dot_info
@this0499154500
@seinecle
@desemboltura
@jilltxt
@matthewpennmsu
@github

Top Tweeters in G3:
@linhduned
@panatenaico
@carriazojr
@zvilac
@almudenavido
@patrimrodilla
@andressaez87
@ahlist_congress
@antj_tinedo
@uned_filologia

Top Tweeters in G4:
@compchembiobot
@andrianda15
@fabiomalini
@ludiromadu
@ramki17071993
@roquesanchz
@jlarrosa
@nataniel_bahs
@cacevedoarg
@genscientists

Top Tweeters in G5:
@chirchironald
@yanipaper
@61o4k
@pedroisandretta
@geneastudies
@avlisdu
@tenue31
@marchelism
@eurikko_
@stewartvarner

Top Tweeters in G6:
@unbiodiversity
@procreate
@aptnnews
@justintrudeau
@tableau
@greenpeaceca
@figma
@mihkal
@jnkka
@watrutalkin

Top Tweeters in G7:
@jlwchambers
@giordmarco96
@12rafiqul
@heyleeseo
@alsoasked
@keywordinsights
@digitaltpw
@edhellawell

Top Tweeters in G8:
@bmorphism
@cosmos
@wor
@ghazni1010
@informalinc
@grassecon

Top Tweeters in G9:
@arpitrage
@florianederer
@gertjanv_
@glennmagerman
@bpellegrino_umd

Top Tweeters in G10:
@twitter
@j_a_ac
@python
@networkx_team


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