gephi, Twitter, 9/21/2021 2:51:54 AM, 262529


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gephi_2021-09-20_17-52-00.xlsx
gephi_2021-09-20_17-52-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2021
Short Description:
gephi via NodeXL https://bit.ly/3tUZ57L
@gephi
@mihkal
@allhoff_joachim
@bkeegan
@smr_foundation
@causalmap
@chidambara09
@julianmaciast
@secou
@docassar

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

Description:
Description
The graph represents a network of 234 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, 21 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 21 September 2021 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, 23-hour, 5-minute period from Tuesday, 07 September 2021 at 01:05 UTC to Monday, 20 September 2021 at 00:10 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 : 234
Unique Edges : 205
Edges With Duplicates : 362
Total Edges : 567
Number of Edge Types : 5
Replies to : 38
Mentions : 157
Retweet : 122
MentionsInRetweet : 200
Tweet : 50
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.0631578947368421
Reciprocated Edge Ratio : 0.118811881188119
Connected Components : 40
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 118
Maximum Edges in a Connected Component : 403
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.046102
Graph Density : 0.00555738967756135
Modularity : 0.45257
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 234 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, 21 September 2021 at 00:52 UTC.

The requested start date was Tuesday, 21 September 2021 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, 23-hour, 5-minute period from Tuesday, 07 September 2021 at 01:05 UTC to Monday, 20 September 2021 at 00:10 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=261364
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261966
[3] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[3] https://twitter.com/Gephi/status/1429826665375535106
[3] https://drive.google.com/file/d/1V8VDKgqRE3Ait1LOwdKrF73c0Y2BEvse/view?usp=sharing
[2] https://www.youtube.com/watch?v=FpOIbhOmGUs&feature=youtu.be

[2] https://www.eventbrite.ca/e/gephi-tickets-168779854087
[1] https://drive.google.com/file/d/1VcmVBPmFsOaPoh-UTTPFjWINOt5L4z1E/view?usp=sharing
[1] https://app.powerbi.com/view?r=eyJrIjoiZGY4NTY4ZTEtMzQyMS00NDY4LWFkZTctNTQ0ZWY0NjE1YzQzIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9&pageName=ReportSectionf4aa3d34b172e5129642

Top URLs in Tweet in G1:
[2] https://twitter.com/Gephi/status/1429826665375535106
[2] https://www.youtube.com/watch?v=FpOIbhOmGUs&feature=youtu.be

[1] https://twitter.com/rastadidi/status/1438761957302018050
[1] https://twitter.com/rastadidi/status/1438399819660226564
[1] http://literaturegeek.com/2013/09/09/dataintogephi
[1] https://twitter.com/Gephi/status/1437837091732430859
[1] https://www.youtube.com/watch?v=JfMTWr8_pw4&feature=youtu.be

[1] https://twitter.com/Gephi/status/1433157944682614792

Top URLs in Tweet in G2:
[7] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261966
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261364
[1] https://twitter.com/JulianMaciasT/status/1278042506400272385
[1] https://www.eeie.fr/webinar-eeie-09-investigations-sur-twitter/

Top URLs in Tweet in G4:
[2] https://www.eventbrite.ca/e/gephi-tickets-168779854087
[1] https://dhsite.org/workshops/
[1] https://dhsite.org/ateliers-2/
[1] https://visual.ly/
[1] https://twitter.com/thebotruso/status/1437125959774351360
[1] https://twitter.com/generativist/status/1438221941614149634
[1] https://urfist.chartes.psl.eu/gephi-formation-distance-0
[1] https://www.youtube.com/watch?v=6JA83J-LGTI

[1] https://twitter.com/sciencenews/status/1438973605249966086

Top URLs in Tweet in G5:
[3] https://drive.google.com/file/d/1V8VDKgqRE3Ait1LOwdKrF73c0Y2BEvse/view?usp=sharing
[1] https://drive.google.com/file/d/1VcmVBPmFsOaPoh-UTTPFjWINOt5L4z1E/view?usp=sharing
[1] https://en.wikipedia.org/wiki/Betweenness_centrality
[1] https://drive.google.com/file/d/1ySU6lLql3jb9eZmHP-E86G6YzI0Vs1cw/view?usp=sharing
[1] https://drive.google.com/file/d/1u7gJD7K3LdFCdPdaJW_v3-V6HWxbMngn/view?usp=sharing
[1] https://drive.google.com/file/d/1Za6gYLgGTjT56jj7pbN_VhizfSpL6MVS/view?usp=sharing
[1] https://drive.google.com/file/d/1w1Y-hRL2_n80K34qWyjWikmwgIZH3IuM/view?usp=sharing
[1] https://drive.google.com/file/d/1Jwpy1WF7z4ChnQ6bGbSRokigulI0sH8r/view?usp=sharing
[1] https://drive.google.com/file/d/1Bw-5mYgfsLY2w6Lty1Zr3Fkd0qjv-Jds/view?usp=sharing
[1] https://gephi.org/tutorials/gephi-tutorial-quick_start.pdf

Top URLs in Tweet in G7:
[1] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[1] https://github.com/cuinfoscience/INFO5613-Fall2021/tree/main/Week%2003%20-%20Visualizing%20networks

Top URLs in Tweet in G8:
[2] https://gephi.wordpress.com/2021/08/23/call-for-participants-gephi-code-sustainability-retreat-2021/
[1] https://arxiv.org/abs/1905.02202
[1] https://twitter.com/Gephi/status/1429826665375535106

Top URLs in Tweet in G10:
[1] https://gephi.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] mediaresearchinstitute
[52] twitterresearchproject
[34] socialnetworkanalysis
[29] gephi
[22] nodexl
[16] datascience
[15] machinelearning
[14] digitalisation
[12] teamdatenschutz
[11] dataviz



Top Hashtags in Tweet in G1:
[1] grafos
[1] trabajandoenlatesina
[1] herramientas
[1] analytics
[1] learninganalytics
[1] analíticasdelaprendizaje

Top Hashtags in Tweet in G2:
[52] mediaresearchinstitute
[52] twitterresearchproject
[34] socialnetworkanalysis
[16] datascience
[15] gephi
[15] machinelearning
[14] digitalisation
[13] nodexl
[11] rstats
[11] openscience

Top Hashtags in Tweet in G4:
[3] apg5193
[2] gephi
[1] mareaesfloresmoreno
[1] socialnetwork
[1] is434
[1] lab5
[1] lalisatweets
[1] networkanalysis

Top Hashtags in Tweet in G5:
[1] fridaysforfuture
[1] twitter
[1] dataviz
[1] greemland

Top Hashtags in Tweet in G6:
[12] teamdatenschutz

Top Hashtags in Tweet in G8:
[2] gephi
[2] nodexl
[2] pajek
[2] netlytic
[2] cytoscape
[2] visone
[2] netdraw
[2] kumu
[2] socnetv
[2] tulip

Top Hashtags in Tweet in G9:
[6] nodexl
[3] sna
[3] gephi
[2] socialmedia
[1] redessociales
[1] socialnetworks
[1] bigdata
[1] dataviz
[1] analytics
[1] classicmusic

Top Words
Top Words in Tweet in Entire Graph:
[162] gephi
[52] #mediaresearchinstitute
[52] #twitterresearchproject
[50] allhoff_joachim
[34] #socialnetworkanalysis
[29] #gephi
[22] #nodexl
[21] nodexl
[21] tweets
[20] still

Top Words in Tweet in G1:
[53] gephi
[20] still
[14] retreat
[14] november
[12] coding
[12] week
[12] 29
[12] december
[12] days
[12] determined

Top Words in Tweet in G2:
[52] #mediaresearchinstitute
[52] #twitterresearchproject
[50] allhoff_joachim
[34] #socialnetworkanalysis
[23] gephi
[19] worldwide
[19] tweets
[17] digital
[17] landscape
[17] last

Top Words in Tweet in G3:
[2] os
[2] dados
[2] gephi

Top Words in Tweet in G4:
[19] gephi
[4] captain
[3] module
[3] #apg5193
[2] move
[2] today
[2] '
[2] oh
[2] part
[2] workshop

Top Words in Tweet in G5:
[18] gephi
[9] nodexl
[7] tapiomaatta
[6] samisyrjamaki
[4] tässä
[4] viz
[4] mihkal
[3] sama
[3] keskustelu
[3] muodossa

Top Words in Tweet in G6:
[12] #teamdatenschutz
[12] fehlt
[12] aktuell
[12] zeit
[12] gephi
[12] python
[12] andere
[12] sprache
[12] programmierung
[12] graphen

Top Words in Tweet in G7:
[3] gephi
[2] week
[2] visualizing
[2] networks
[2] readings
[2] jurgenpfeffer
[2] kremplo
[2] digging
[2] ladamic
[2] nglance's

Top Words in Tweet in G8:
[5] jacomyma
[4] gephi
[2] conseil
[2] nicolasbchb
[2] invite
[2] lire
[2] cet
[2] article
[2] autre
[2] co

Top Words in Tweet in G9:
[6] #nodexl
[5] verukita1
[5] marc_smith
[5] smr_foundation
[4] pleasure
[4] sessions
[4] thanks
[4] team
[4] always
[4] learning

Top Words in Tweet in G10:
[10] uclouvain_be
[5] drajchenbach
[5] sébastien
[5] valeriola
[5] ulbruxelles
[5] ichec
[5] nicolas
[5] ruffini
[5] ronzani
[5] unamur

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] #mediaresearchinstitute,#twitterresearchproject
[39] allhoff_joachim,#mediaresearchinstitute
[34] #twitterresearchproject,#socialnetworkanalysis
[19] worldwide,tweets
[17] #twitterresearchproject,digital
[17] digital,landscape
[17] landscape,worldwide
[17] tweets,last
[17] last,weeks
[13] coding,retreat

Top Word Pairs in Tweet in G1:
[12] coding,retreat
[12] retreat,week
[12] week,29
[12] 29,november
[12] november,december
[12] december,days
[12] days,determined
[12] determined,still
[12] still,room
[11] gephi,coding

Top Word Pairs in Tweet in G2:
[51] #mediaresearchinstitute,#twitterresearchproject
[39] allhoff_joachim,#mediaresearchinstitute
[34] #twitterresearchproject,#socialnetworkanalysis
[19] worldwide,tweets
[17] #twitterresearchproject,digital
[17] digital,landscape
[17] landscape,worldwide
[17] tweets,last
[17] last,weeks
[11] gephi,allhoff_joachim

Top Word Pairs in Tweet in G4:
[2] move,gephi
[2] gephi,today
[2] today,module
[2] module,'
[2] ',oh
[2] oh,captain
[2] captain,captain
[2] captain,#apg5193
[2] part,workshop

Top Word Pairs in Tweet in G5:
[4] tapiomaatta,samisyrjamaki
[4] gephi,nodexl
[4] gephi,viz
[3] samisyrjamaki,tässä
[3] tässä,keskustelu
[3] keskustelu,gephi
[3] gephi,muodossa
[3] muodossa,nodexl
[3] nodexl,haettuna
[3] tapiomaatta,gephi

Top Word Pairs in Tweet in G6:
[12] #teamdatenschutz,fehlt
[12] fehlt,aktuell
[12] aktuell,zeit
[12] zeit,gephi
[12] gephi,python
[12] python,andere
[12] andere,sprache
[12] sprache,programmierung
[12] programmierung,graphen
[11] privacylawger,#teamdatenschutz

Top Word Pairs in Tweet in G7:
[2] week,visualizing
[2] visualizing,networks
[2] networks,readings
[2] readings,jurgenpfeffer
[2] jurgenpfeffer,kremplo
[2] kremplo,digging
[2] digging,ladamic
[2] ladamic,nglance's
[2] nglance's,famous
[2] famous,2006

Top Word Pairs in Tweet in G8:
[2] conseil,nicolasbchb
[2] nicolasbchb,invite
[2] invite,lire
[2] lire,cet
[2] cet,article
[2] article,autre
[2] autre,jacomyma
[2] jacomyma,co
[2] co,créateur
[2] créateur,gephi

Top Word Pairs in Tweet in G9:
[4] pleasure,sessions
[4] sessions,marc_smith
[4] marc_smith,thanks
[4] thanks,smr_foundation
[4] smr_foundation,team
[4] team,always
[4] always,learning
[4] learning,#nodexl
[3] verukita1,pleasure
[2] bach,mozart

Top Word Pairs in Tweet in G10:
[5] sébastien,valeriola
[5] valeriola,ulbruxelles
[5] ulbruxelles,ichec
[5] ichec,uclouvain_be
[5] uclouvain_be,nicolas
[5] nicolas,ruffini
[5] ruffini,ronzani
[5] ronzani,uclouvain_be
[5] uclouvain_be,unamur
[4] drajchenbach,sébastien

Top Replied-To
Top Replied-To in Entire Graph:
@gephi
@thatnotoriousk
@samisyrjamaki
@tapiomaatta
@lucasrniere
@igorlinhares84
@nrauhauser
@salhaj
@darbybaileyxo
@verukita1

Top Replied-To in G1:
@gephi
@thatnotoriousk
@nrauhauser
@barripdmx
@andresperretti

Top Replied-To in G2:
@docassar
@salhaj
@_pablog

Top Replied-To in G3:
@lucasrniere
@igorlinhares84

Top Replied-To in G5:
@gephi
@tapiomaatta
@samisyrjamaki
@mihkal

Top Replied-To in G7:
@threatresearch

Top Replied-To in G8:
@litislab
@anderskmunk

Top Replied-To in G9:
@verukita1

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@privacylawger
@hxxxkxxx
@nodexl
@salhaj
@julianmaciast
@chidambara09
@docassar
@achillecorrege

Top Mentioned in G1:
@gephi
@literature_geek
@smythsewn
@nrauhauser
@sergarb1
@barripdmx
@chandra54737378
@danielamof
@julianmaciast

Top Mentioned in G2:
@allhoff_joachim
@gephi
@hxxxkxxx
@salhaj
@docassar
@julianmaciast
@chidambara09
@achillecorrege
@bkeegan
@michaelbathurst

Top Mentioned in G3:
@guilhermeboulos
@marcelofreixo
@juliette
@googlebrasil
@haddad_fernando
@randolfeap
@direitasiqueira
@sindfazenda
@zehdantas
@1soloboy2

Top Mentioned in G5:
@gephi
@nodexl
@tapiomaatta
@samisyrjamaki
@mihkal
@mspowerbi
@gretathunberg
@vanessa_vash
@fffinbd
@arminlaschet

Top Mentioned in G6:
@privacylawger

Top Mentioned in G7:
@gephi
@jurgenpfeffer
@kremplo
@ladamic
@nglance
@ericmbudd
@bouldercolorado
@foucaultwelles
@isabelmeirelles
@bkeegan

Top Mentioned in G8:
@jacomyma
@gephi
@nicolasbchb
@achillecorrege
@tantlab

Top Mentioned in G9:
@marc_smith
@smr_foundation
@verukita1

Top Mentioned in G10:
@drajchenbach
@ulbruxelles
@uclouvain_be
@unamur
@lemcercor

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@javierlopez86vk
@fabriciosx
@godfrey_g_
@rmtakata
@safetymentalst
@thecuriousluke
@saleemulhuq
@thesismis
@gdprai

Top Tweeters in G1:
@barripdmx
@missanonfatale
@andresperretti
@luiy
@midietavegana
@igorbrigadir
@johnm19018119
@jdevoo
@aperezruiz13
@totetmatt

Top Tweeters in G2:
@chidambara09
@javierlopez86vk
@fabriciosx
@godfrey_g_
@thecuriousluke
@gdprai
@salhaj
@michaelbathurst
@datasciencebot_
@developerbot_v1

Top Tweeters in G3:
@rogeriocorreia_
@mariada00801445
@marcelofreixo
@cut_brasil
@zehdantas
@cnte_oficial
@randolfeap
@direitasiqueira
@guilhermeboulos
@rod_am_servp

Top Tweeters in G4:
@generativist
@mhaymochii
@bellt0wer
@theldpage
@_miriku_
@hizumi0000
@kackz_
@lizcampe
@venividimakaci
@pro_integritate

Top Tweeters in G5:
@saleemulhuq
@parents4future
@extinctionr
@vanessa_vash
@arminlaschet
@mspowerbi
@tapiomaatta
@mihkal
@samisyrjamaki
@extended_feline

Top Tweeters in G6:
@reisewahnsinn
@stephanschmidt
@alexamtmann
@tweefanwalt
@honze_net
@privacylawger
@linuxkumpel
@elgianduja
@sparfindig
@juloewe

Top Tweeters in G7:
@ericmbudd
@bkeegan
@threatresearch
@bouldercolorado
@foucaultwelles
@jurgenpfeffer
@isabelmeirelles
@kremplo
@nglance
@ladamic

Top Tweeters in G8:
@hdjebar
@iamfunnykaka
@jacomyma
@tantlab
@nicolasbchb
@anderskmunk
@netfrixp
@achillecorrege
@litislab

Top Tweeters in G9:
@safetymentalst
@mktdiginews
@marc_smith
@smr_foundation
@nodexlacademy
@alokdev2009
@mediaweather
@verukita1

Top Tweeters in G10:
@madeleinesaint
@n_perreaux
@ulbruxelles
@uclouvain_be
@lemcercor
@unamur
@drajchenbach
@lquaresmi


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