gephi, Twitter, 11/29/2022 2:17:45 AM, 285080


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gephi_2022-11-28_18-15-00.xlsx
gephi_2022-11-28_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
gephi via NodeXL https://bit.ly/3UjilXU
@gephi
@verukita1
@mihkal
@jacomyma
@ouestware
@jilltxt
@snurb_dot_info
@step_up_one
@o_fabriciosouza
@seinecle

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

Description:
Description
The graph represents a network of 280 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, 29 November 2022 at 02:15 UTC.

The requested start date was Tuesday, 29 November 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, 12-hour, 50-minute period from Tuesday, 15 November 2022 at 09:09 UTC to Friday, 25 November 2022 at 22:00 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 : 280
Unique Edges : 218
Edges With Duplicates : 548
Total Edges : 766
Number of Edge Types : 5
Retweet : 173
MentionsInRetweet : 269
Mentions : 233
Replies to : 55
Tweet : 36
Self-Loops : 42
Reciprocated Vertex Pair Ratio : 0.0435897435897436
Reciprocated Edge Ratio : 0.0835380835380835
Connected Components : 36
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 192
Maximum Edges in a Connected Component : 659
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.086149
Graph Density : 0.00520993343573989
Modularity : 0.42196
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 280 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, 29 November 2022 at 02:15 UTC.

The requested start date was Tuesday, 29 November 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, 12-hour, 50-minute period from Tuesday, 15 November 2022 at 09:09 UTC to Friday, 25 November 2022 at 22:00 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:
[19] https://anonfiles.com/a35bLbHcy3/Alaa_gephi
[8] https://twitter.com/Gephi/status/1592444708168806401
[5] http://blog.genealogicalstudies.com/2022/10/dna-discovery-using-gephi/
[5] https://www.youtube.com/watch?v=IRhDTOAYjJA&feature=youtu.be

[5] https://mediaresearchinstitute.wordpress.com
[4] https://gephi.org/
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://www.twitch.tv/clementlevallois
[2] https://drive.google.com/file/d/1OPGaOAVwJ5fRj8ZtFDnFbmS7QKricRim/view?usp=sharing
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284780

Top URLs in Tweet in G1:
[2] https://twitter.com/Gephi/status/1592444708168806401
[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[1] https://twitter.com/snurb_dot_info/status/1593847789573705728

Top URLs in Tweet in G2:
[2] https://www.twitch.tv/clementlevallois
[1] https://gephi.org/plugins/#/plugin/web-publish-plugin
[1] https://medium.com/@vespinozag/nocode-functions-tool-explore-your-data-at-a-click-200389e99b61
[1] https://medium.com/@vespinozag/what-is-gephi-meet-this-useful-network-analysis-tool-628a1b42428c
[1] https://www.twitch.tv/videos/1654265804

Top URLs in Tweet in G3:
[2] https://drive.google.com/file/d/1OPGaOAVwJ5fRj8ZtFDnFbmS7QKricRim/view?usp=sharing
[1] https://gephi.github.io/
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://drive.google.com/file/d/1Qs69pt-aO7JWea34zCfA5fVMJrCyKh3M/view?usp%3Dsharing&followup=https://drive.google.com/file/d/1Qs69pt-aO7JWea34zCfA5fVMJrCyKh3M/view?usp%3Dsharing

Top URLs in Tweet in G4:
[19] https://anonfiles.com/a35bLbHcy3/Alaa_gephi

Top URLs in Tweet in G5:
[1] https://observablehq.com/@sahilchinoy/hillshader
[1] https://reticular.hypotheses.org/6132

Top URLs in Tweet in G6:
[4] https://twitter.com/Gephi/status/1592444708168806401
[1] https://www.lbsocial.net/data-visualization-module-11
[1] https://libcal.library.utoronto.ca/event/3690840
[1] https://libcal.library.utoronto.ca/event/3690863
[1] https://twitter.com/m_osint/status/1592938195679088640
[1] https://www.cdcs.ed.ac.uk/events/networking-analysis-gephi
[1] https://medium.com/@vespinozag/what-is-gephi-meet-this-useful-network-analysis-tool-628a1b42428c
[1] https://gephi.wordpress.com/2022/11/15/gephi-lite/
[1] https://familylocket.com/creating-gephi-network-graphs-part-4-exporting-and-saving-the-graph/
[1] https://twitter.com/chucktortellini/status/1592694640083599360

Top URLs in Tweet in G7:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284780
[1] https://twitter.com/Gephi/status/1592444708168806401

Top URLs in Tweet in G9:
[1] http://journals.sagepub.com/doi/10.1177/13548565221129053

Top URLs in Tweet in G10:
[5] https://mediaresearchinstitute.wordpress.com
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://mediaresearchinstitute.wordpress.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[19] anonfiles.com
[12] wordpress.com
[11] twitter.com
[5] genealogicalstudies.com
[5] youtube.com
[5] gephi.org
[3] twitch.tv
[3] google.com
[3] medium.com
[3] utoronto.ca

Top Domains in Tweet in G1:
[3] twitter.com
[1] wordpress.com

Top Domains in Tweet in G2:
[3] twitch.tv
[2] medium.com
[1] gephi.org

Top Domains in Tweet in G3:
[3] google.com
[1] github.io

Top Domains in Tweet in G4:
[19] anonfiles.com

Top Domains in Tweet in G5:
[1] observablehq.com
[1] hypotheses.org

Top Domains in Tweet in G6:
[6] twitter.com
[2] utoronto.ca
[1] lbsocial.net
[1] ac.uk
[1] medium.com
[1] wordpress.com
[1] familylocket.com

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

Top Domains in Tweet in G9:
[1] sagepub.com

Top Domains in Tweet in G10:
[10] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] gephi
[19] mediaresearchinstitute
[19] twitterresearchproject
[13] nodexl
[12] socialnetworkanalysis
[10] datascience
[7] photography
[7] sonification
[7] ai
[7] rstats



Top Hashtags in Tweet in G1:
[1] dna
[1] gephi
[1] genetic
[1] 100daysofcode

Top Hashtags in Tweet in G2:
[3] gephi
[3] sna
[3] socialmedia
[3] neuroscience
[3] nodexl
[3] datascience
[2] bioinformatics
[2] phdlife
[2] academictwitter
[2] java

Top Hashtags in Tweet in G3:
[3] slush
[2] viz

Top Hashtags in Tweet in G5:
[1] ausvotes22
[1] gephi

Top Hashtags in Tweet in G6:
[2] gephi
[1] datavisualization
[1] twitter
[1] network
[1] phdlife
[1] academictips
[1] phdtips
[1] phdchat
[1] academiccharter
[1] researchtools

Top Hashtags in Tweet in G7:
[2] gephi
[2] mediaresearchinstitute
[2] twitterresearchproject
[2] socialnetworkanalysis
[2] nodexl
[2] photography

Top Hashtags in Tweet in G8:
[1] letiziamoratti
[1] nodexl
[1] gephi
[1] similarity
[1] sna

Top Hashtags in Tweet in G10:
[17] mediaresearchinstitute
[17] twitterresearchproject
[11] gephi
[9] socialnetworkanalysis
[7] sonification
[7] nodexl
[7] rstats
[7] machinelearning
[7] datascience
[7] openscience

Top Words
Top Words in Tweet in Entire Graph:
[401] gephi
[76] version
[73] ouestware
[68] web
[65] lite
[64] excellent
[63] developing
[61] people
[61] based
[61] lighter

Top Words in Tweet in G1:
[198] gephi
[62] ouestware
[56] based
[56] developing
[56] excellent
[56] version
[56] people
[56] lighter
[56] lite
[56] web

Top Words in Tweet in G2:
[79] gephi
[40] verukita1
[36] useful
[28] medium
[28] story
[27] hello
[27] everyone
[27] written
[27] maybe
[27] beginners

Top Words in Tweet in G3:
[13] gephi
[8] fierbmi
[8] marinsanna
[8] slushhq
[8] martasjogren
[7] maciej_burno
[7] drc_ngo
[7] manothangaraj
[7] wef
[7] terhikoulumies

Top Words in Tweet in G4:
[21] اللي
[19] كلها
[19] البيانات
[19] يحلل
[19] فيه
[19] 14
[19] gephi
[19] ويشارك
[19] الرابط
[19] معانا

Top Words in Tweet in G5:
[17] gephi
[15] snurb_dot_info
[12] network
[9] map
[8] house
[8] mapping
[8] jacomyma
[8] full
[8] dnd_jwi
[8] brun

Top Words in Tweet in G6:
[13] gephi
[4] network
[4] web
[3] using
[3] analysis
[2] 24
[2] data
[2] version
[2] 22
[2] #gephi

Top Words in Tweet in G7:
[13] gephi
[3] sigmajs
[3] ouestware
[2] used
[2] top
[2] mihkal
[2] umblaetterer
[2] #photography
[2] hashtags
[2] nodes

Top Words in Tweet in G9:
[11] click
[10] pedagogy
[10] humanities
[10] gephi
[10] digital
[10] pretty
[10] gephisto
[10] seems
[10] version
[10] one

Top Words in Tweet in G10:
[19] tweets
[17] #twitterresearchproject
[17] #mediaresearchinstitute
[16] networks
[15] allhoff_joachim
[12] social
[11] #gephi
[9] #socialnetworkanalysis
[7] #sonification
[7] #datascience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] version,gephi
[64] gephi,lite
[61] lite,lighter
[61] gephi,excellent
[61] lighter,web
[61] based,version
[61] ouestware,started
[61] web,based
[61] started,developing
[61] people,ouestware

Top Word Pairs in Tweet in G1:
[56] version,gephi
[56] based,version
[56] lite,lighter
[56] excellent,people
[56] started,developing
[56] lighter,web
[56] ouestware,started
[56] web,based
[56] gephi,lite
[56] gephi,excellent

Top Word Pairs in Tweet in G2:
[27] medium,gephi
[27] hello,everyone
[27] maybe,useful
[27] story,medium
[27] short,story
[27] gephi,maybe
[27] gephi,beginners
[27] useful,gephi
[27] everyone,written
[27] written,short

Top Word Pairs in Tweet in G3:
[7] timoheinonen,manothangaraj
[7] refugees,unrefugeesuk
[7] drc_ngo,nrc_norway
[7] mikkolahannu,fierbmi
[7] maciej_burno,marinsanna
[7] terhikoulumies,mikkolahannu
[7] manothangaraj,terhikoulumies
[7] realitymeta,maciej_burno
[7] nrc_norway,martasjogren
[7] tietoevry,wef

Top Word Pairs in Tweet in G4:
[19] البيانات,ويشارك
[19] الرابط,فيه
[19] فيه,الداتا
[19] ويشارك,معانا
[19] كلها,وتقدر
[19] الداتا,كلها
[19] تفتحها,ببرنامج
[19] حابب,يحلل
[19] اللي,حابب
[19] gephi,اللي

Top Word Pairs in Tweet in G5:
[8] brun,snurb_dot_info
[8] workshop,network
[8] snurb_dot_info,workshop
[8] dnd_jwi,jwi_berlin
[8] full,house
[8] mapping,dnd_jwi
[8] jwi_berlin,teaching
[8] axel,brun
[8] participants,map
[8] house,axel

Top Word Pairs in Tweet in G6:
[3] network,analysis
[3] using,gephi
[2] version,web
[2] web,gephi

Top Word Pairs in Tweet in G7:
[2] desemboltura,top
[2] gephi,sigmajs
[2] ouestware,step_up_one
[2] tools,used
[2] gephi,lite
[2] used,gephi
[2] gephi,nodexl
[2] seinecle,sbonet
[2] top,hashtags
[2] hashtags,#gephi

Top Word Pairs in Tweet in G9:
[10] gephisto,one
[10] pedagogy,gephisto
[10] digital,humanities
[10] click,version
[10] love,idea
[10] seems,produce
[10] gephi,seems
[10] critical,digital
[10] version,gephi
[10] produce,pretty

Top Word Pairs in Tweet in G10:
[17] #mediaresearchinstitute,#twitterresearchproject
[11] allhoff_joachim,#mediaresearchinstitute
[9] social,networks
[9] #twitterresearchproject,tweets
[7] #datascience,#openscience
[7] #rstats,#machinelearning
[7] #nodexl,#rstats
[7] semantic,networks
[7] #gephi,#nodexl
[7] tweets,#sonification

Top Replied-To
Top Replied-To in Entire Graph:
@step_up_one
@verukita1
@gephi
@jacomyma
@ggkuhnle
@snurb_dot_info
@hacback17
@graphcommons
@mihkal
@a_khaitrine

Top Replied-To in G1:
@gephi
@graphcommons
@verukita1

Top Replied-To in G2:
@verukita1
@hacback17
@flodataviz
@totetmatt
@intel_101

Top Replied-To in G3:
@step_up_one
@mihkal
@elonmusk

Top Replied-To in G5:
@jacomyma
@snurb_dot_info
@gephi
@a_khaitrine

Top Replied-To in G7:
@gephi

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@ouestware
@verukita1
@m_osint
@seinecle
@allhoff_joachim
@snurb_dot_info
@jilltxt
@slushhq
@fierbmi

Top Mentioned in G1:
@gephi
@ouestware
@verukita1
@genealogywise
@seinecle
@logisima
@windhagr
@elaragon

Top Mentioned in G2:
@verukita1
@seinecle
@gephi
@ouestware
@graphia_app
@netbeans
@ge

Top Mentioned in G3:
@gephi
@slushhq
@fierbmi
@martasjogren
@marinsanna
@realitymeta
@maciej_burno
@demarit
@timoheinonen
@manothangaraj

Top Mentioned in G4:
@m_osint

Top Mentioned in G5:
@snurb_dot_info
@gephi
@dnd_jwi
@jwi_berlin
@dscheykopp
@jacomyma
@ouestware
@agephipopart
@jilltxt

Top Mentioned in G7:
@gephi
@ouestware
@sigmajs
@mihkal
@americanhacker
@step_up_one
@umblaetterer
@bendobrown
@seinecle
@sbonet

Top Mentioned in G8:
@pfmajorino
@bizzarri_paolo
@framichelon
@999nuvola
@smaurizi
@szampa56
@brandobenifei
@libero_official
@mbartolotta63
@chiodidonatella

Top Mentioned in G9:
@jilltxt
@jacomyma
@anderskmunk

Top Mentioned in G10:
@allhoff_joachim
@verukita1

Top Tweeters
Top Tweeters in Entire Graph:
@o_fabriciosouza
@education_24x7
@hubofml
@godfrey_g_
@doaaiyi
@3arabawy
@midoo0
@ahash
@shoutmgb
@datasciencebot_

Top Tweeters in G1:
@ahash
@bbbcccnnn
@s_palm
@triplingual
@competencerh2
@tvpollet
@mnoel75
@paologerbaudo
@secou
@flateam

Top Tweeters in G2:
@godfrey_g_
@datasciencebot_
@news_nocode
@compchembiobot
@lurdsmila
@mawakresna
@petitpixel29
@seinecle
@was3210
@fabiomalini

Top Tweeters in G3:
@wef
@refugees
@timoheinonen
@elonmusk
@mihkal
@demarit
@websummit
@mspowerbi
@nrc_norway
@slushhq

Top Tweeters in G4:
@doaaiyi
@3arabawy
@midoo0
@monasosh
@ahmednajitw
@hakeem8921
@sheriefbarakat
@samsara410
@mamota_meme
@abasalasuany70

Top Tweeters in G5:
@monrodriguez
@snurb_dot_info
@discovertext
@alexgekker
@erwan_lenagard
@algonpaje
@socialmediaqut
@jacomyma
@jwi_berlin
@dscheykopp

Top Tweeters in G6:
@sapataoserrana
@aleebrahim
@ahmed_hishmat
@gbocquee
@ooof
@researchuoft
@kembellec
@cyberlabe
@sprucewells
@no_ody

Top Tweeters in G7:
@shoutmgb
@this0499154500
@desemboltura
@sbonet
@umblaetterer
@bendobrown
@zakjan
@xaentenza
@americanhacker
@graphistry

Top Tweeters in G8:
@libero_official
@chiodidonatella
@999nuvola
@smaurizi
@mbartolotta63
@szampa56
@brandobenifei
@pfmajorino
@bizzarri_paolo
@framichelon

Top Tweeters in G9:
@claudiakincaid
@supercamilla
@davemazella
@openp2pdesign
@diana180
@timothyjgraham
@jilltxt
@anderskmunk
@gbenzakin
@nabsiddiqui

Top Tweeters in G10:
@o_fabriciosouza
@education_24x7
@hubofml
@michaelbathurst
@openscitalk
@iotworlds
@entarchs
@allhoff_joachim