gephi, Twitter, 1/18/2022 6:43:20 AM, 270221


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gephi_2022-01-17_18-24-32.xlsx
gephi_2022-01-17_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2022
Short Description:
gephi via NodeXL https://bit.ly/3A97zeu
@gephi
@chidambara09
@this0499154500
@mihkal
@verukita1
@allhoff_joachim
@docassar
@anderskmunk
@michaelbathurst
@digitalcoeliac

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

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, 18 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 18 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 12-day, 17-hour, 5-minute period from Tuesday, 04 January 2022 at 06:00 UTC to Sunday, 16 January 2022 at 23:05 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 : 320
Edges With Duplicates : 709
Total Edges : 1029
Number of Edge Types : 5
Replies to : 89
Mentions : 285
Retweet : 137
MentionsInRetweet : 486
Tweet : 32
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.0665236051502146
Reciprocated Edge Ratio : 0.124748490945674
Connected Components : 33
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 158
Maximum Edges in a Connected Component : 934
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.009886
Graph Density : 0.00896141363144609
Modularity : 0.367064
NodeXL Version : 1.0.1.447
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, 18 January 2022 at 02:24 UTC.

The requested start date was Tuesday, 18 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 12-day, 17-hour, 5-minute period from Tuesday, 04 January 2022 at 06:00 UTC to Sunday, 16 January 2022 at 23:05 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:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269427
[10] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269848
[2] https://treeverse.app
[2] https://www.theses.fr/
[2] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://twitter.com/dexprm/status/1482060346638540804
[1] https://idp2206404.wordpress.com/2022/01/14/gephi/
[1] https://www.easyzoom.com/imageaccess/aa7b7dc370d94dae966bede453bb146e

Top URLs in Tweet in G1:
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://hosted.weblate.org/projects/gephi/#languages
[1] https://twitter.com/dexprm/status/1482060346638540804
[1] https://www.easyzoom.com/imageaccess/aa7b7dc370d94dae966bede453bb146e
[1] https://pastebin.com/ZLgVkBCH
[1] https://twitter.com/aahdArg/status/1476314121599700994
[1] https://twitter.com/yierva/status/1478752531845103616

Top URLs in Tweet in G2:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269427
[10] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269848
[2] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[1] https://twitter.com/this0499154500/status/1480923283822419973
[1] https://twitter.com/FlefGraph/status/1429809660631130122

Top URLs in Tweet in G3:
[1] https://os2int.com/toolbox/creating-visual-intelligence-from-telegram-user-group-data/

Top URLs in Tweet in G6:
[1] https://twitter.com/gephi/status/1479105954792673287
[1] https://www.freelancer.com/projects/python/Hacer-rbol-interacciones-cuentas-Twitter.html
[1] https://idp2206404.wordpress.com/2022/01/14/gephi/

Top URLs in Tweet in G7:
[2] https://treeverse.app

Top URLs in Tweet in G8:
[1] https://libcal.mcmaster.ca/calendar/scds?cid=7565&t=g&d=0000-00-00&cal=7565&inc=0

Top URLs in Tweet in G10:
[2] https://www.theses.fr/
[1] http://theses.fr

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] twitterresearchproject
[35] mediaresearchinstitute
[32] nodexl
[26] gephi
[17] rstats
[15] machinelearning
[15] datascience
[15] bsc
[13] ademec
[10] openscience



Top Hashtags in Tweet in G1:
[13] ademec
[1] gigapixel
[1] gephi
[1] gephisupport

Top Hashtags in Tweet in G2:
[37] twitterresearchproject
[35] mediaresearchinstitute
[32] nodexl
[25] gephi
[17] rstats
[15] machinelearning
[15] datascience
[10] openscience
[8] ai
[8] socialnetworkanalysis

Top Hashtags in Tweet in G3:
[1] osint
[1] socialmedia
[1] cyber
[1] python
[1] nodejs

Top Hashtags in Tweet in G4:
[8] bsc

Top Hashtags in Tweet in G5:
[1] gexf

Top Hashtags in Tweet in G6:
[1] greek

Top Hashtags in Tweet in G8:
[10] digitalscholarship

Top Words
Top Words in Tweet in Entire Graph:
[262] gephi
[50] allhoff_joachim
[49] nodexl
[39] chidambara09
[38] _atanas_
[38] socioviz
[37] #twitterresearchproject
[37] this0499154500
[35] #mediaresearchinstitute
[35] dkennedyhands

Top Words in Tweet in G1:
[73] gephi
[15] ademec_enc
[15] mradrien79
[14] visualisation
[13] save
[13] date
[13] mercredi
[13] 19
[13] janvier
[13] 18h

Top Words in Tweet in G2:
[77] gephi
[50] allhoff_joachim
[47] nodexl
[37] #twitterresearchproject
[35] #mediaresearchinstitute
[32] #nodexl
[31] chidambara09
[29] this0499154500
[27] tweets
[26] digital

Top Words in Tweet in G3:
[8] chidambara09
[8] this0499154500
[8] cedric_o
[8] lafrenchtech
[8] payfit
[8] sebbourguignon
[8] enilev
[8] albertoemachado
[8] bluejak3
[8] philippemetayer

Top Words in Tweet in G4:
[25] project
[13] karetgosong
[13] gephi
[13] ratolmac
[12] successful
[12] future
[12] continue
[12] develop
[12] next
[12] day

Top Words in Tweet in G6:
[9] gephi
[3] eu
[3] use
[2] anyone
[2] cuentas
[2] twitter
[2] python

Top Words in Tweet in G7:
[41] gephi
[38] _atanas_
[38] socioviz
[35] dkennedyhands
[34] digitalcoeliac
[24] thanks
[21] netlytic
[11] sam
[9] dhpsp
[8] pleasure

Top Words in Tweet in G8:
[11] data
[10] #digitalscholarship
[10] workshops
[10] open
[10] registration
[10] go
[10] behind
[10] scenes
[10] great
[10] visualization

Top Words in Tweet in G9:
[7] jorred_bue
[7] primer
[7] gráfico
[7] realizado
[7] gephi
[7] tras
[7] descargar
[7] tuits
[7] hoarder
[7] resto

Top Words in Tweet in G10:
[7] gephi
[6] florian_sikora
[5] com_abes
[5] arête
[5] uv
[5] existe
[5] jury
[4] kbelhajj
[4] nicolasbchb
[4] présidée

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] socioviz,gephi
[28] #mediaresearchinstitute,#twitterresearchproject
[28] gephi,nodexl
[28] nodexl,gephi
[27] chidambara09,this0499154500
[27] dkennedyhands,_atanas_
[26] digital,landscape
[26] _atanas_,socioviz
[20] #twitterresearchproject,digital
[20] landscape,worldwide

Top Word Pairs in Tweet in G1:
[13] save,date
[13] date,mercredi
[13] mercredi,19
[13] 19,janvier
[13] janvier,18h
[13] 18h,19h30
[13] 19h30,prochain
[13] prochain,atelier
[13] atelier,l'#ademec
[13] l'#ademec,gephi

Top Word Pairs in Tweet in G2:
[28] #mediaresearchinstitute,#twitterresearchproject
[27] gephi,nodexl
[27] nodexl,gephi
[26] digital,landscape
[20] #twitterresearchproject,digital
[20] landscape,worldwide
[20] worldwide,tweets
[19] allhoff_joachim,#mediaresearchinstitute
[19] chidambara09,this0499154500
[19] this0499154500,allhoff_joachim

Top Word Pairs in Tweet in G3:
[8] chidambara09,this0499154500
[8] this0499154500,cedric_o
[8] cedric_o,lafrenchtech
[8] lafrenchtech,payfit
[8] payfit,sebbourguignon
[8] sebbourguignon,enilev
[8] enilev,albertoemachado
[8] albertoemachado,bluejak3
[8] bluejak3,philippemetayer
[8] philippemetayer,ces

Top Word Pairs in Tweet in G4:
[13] karetgosong,gephi
[13] gephi,ratolmac
[12] successful,project
[12] project,project
[12] project,future
[12] future,continue
[12] continue,develop
[12] develop,next
[12] next,day
[12] day,best

Top Word Pairs in Tweet in G6:
[2] cuentas,twitter
[2] use,gephi

Top Word Pairs in Tweet in G7:
[38] socioviz,gephi
[27] dkennedyhands,_atanas_
[26] _atanas_,socioviz
[20] gephi,netlytic
[14] digitalcoeliac,dkennedyhands
[10] digitalcoeliac,_atanas_
[9] dhpsp,digitalcoeliac
[6] _atanas_,attended
[6] attended,super
[6] super,session

Top Word Pairs in Tweet in G8:
[10] #digitalscholarship,workshops
[10] workshops,open
[10] open,registration
[10] registration,go
[10] go,behind
[10] behind,scenes
[10] scenes,great
[10] great,data
[10] data,visualization
[10] visualization,manage

Top Word Pairs in Tweet in G9:
[7] jorred_bue,primer
[7] primer,gráfico
[7] gráfico,realizado
[7] realizado,gephi
[7] gephi,tras
[7] tras,descargar
[7] descargar,tuits
[7] tuits,hoarder
[7] hoarder,resto
[7] resto,gráficos

Top Word Pairs in Tweet in G10:
[5] arête,uv
[5] uv,existe
[4] kbelhajj,nicolasbchb
[4] existe,été
[4] été,jury
[4] jury,d'une
[4] d'une,thèse
[3] florian_sikora,com_abes
[3] com_abes,gephi
[3] gephi,kbelhajj

Top Replied-To
Top Replied-To in Entire Graph:
@creo_engine
@mradrien79
@florian_sikora
@lordfinn_
@willphillips
@plhery
@ademec_enc
@jannajoceli
@reelwens
@rodrigorvfr

Top Replied-To in G1:
@mradrien79
@lordfinn_
@plhery
@ademec_enc
@reelwens
@acontios_net
@ooof
@paulrob43726536
@barripdmx
@diananoias

Top Replied-To in G2:
@rodrigorvfr
@flefgraph
@this0499154500
@docassar
@michaelbathurst

Top Replied-To in G4:
@creo_engine
@lamasfinance
@ferdiyansy

Top Replied-To in G5:
@anttigronow

Top Replied-To in G7:
@dkennedyhands
@digitalcoeliac
@noemie_deom
@dhpsp
@_atanas_

Top Replied-To in G9:
@jorred_bue

Top Replied-To in G10:
@florian_sikora

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@chidambara09
@this0499154500
@digitalcoeliac
@socioviz
@_atanas_
@dkennedyhands
@nymanobeats
@verukita1

Top Mentioned in G1:
@gephi
@ademec_enc
@reelwens
@mradrien79
@plhery
@albouysegolene
@lordfinn_
@ibm_france
@harrylafranc
@pl_bis

Top Mentioned in G2:
@allhoff_joachim
@chidambara09
@gephi
@this0499154500
@nymanobeats
@verukita1
@nrauhauser
@docassar
@michaelbathurst
@leis

Top Mentioned in G3:
@chidambara09
@this0499154500
@cedric_o
@lafrenchtech
@payfit
@sebbourguignon
@enilev
@albertoemachado
@bluejak3
@philippemetayer

Top Mentioned in G4:
@karetgosong
@gephi
@ratolmac
@creo_engine
@dreamhousetoken

Top Mentioned in G5:
@anniinavaltonen
@kkotakorpi
@henrialen
@kiiheidi
@tfranti
@yletv1
@seijapaasonen
@lumasuomi
@lukiolaiset
@anttipeistera

Top Mentioned in G7:
@gephi
@digitalcoeliac
@socioviz
@_atanas_
@dkennedyhands
@netlytic
@dhpsp
@noemie_deom
@pulsarplatform
@rawgraphs

Top Mentioned in G8:
@macscds

Top Mentioned in G9:
@julianmaciast
@jorred_bue

Top Mentioned in G10:
@com_abes
@gephi
@kbelhajj
@nicolasbchb
@paboulker
@florian_sikora

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@codedailybot
@collegemenfess
@ipythonistabot
@morolswediu
@coderretweet
@fabriciosx
@hubofml
@thecuriousluke
@bills_bot

Top Tweeters in G1:
@harrylafranc
@barripdmx
@yierva
@yusufsalman
@jmgrau76
@acontios_net
@louanben
@reelwens
@lordfinn_
@plhery

Top Tweeters in G2:
@chidambara09
@fabriciosx
@hubofml
@thecuriousluke
@rstatstweet
@whysharksmatter
@shoutmgb
@michaelbathurst
@nvsdata
@machine_ml

Top Tweeters in G3:
@codedailybot
@ipythonistabot
@morolswediu
@coderretweet
@bills_bot
@kas_stoner
@botfordev
@goaidev
@lala35539674
@sebbourguignon

Top Tweeters in G4:
@giosptr
@vikyowenronald2
@iwan_santos9
@ferdiyansy
@dreamtokenfan
@nandhaarifta927
@ratolmac
@valentin_0128
@karetgosong
@alhaj1457

Top Tweeters in G5:
@henrialen
@kiiheidi
@yletv1
@seijapaasonen
@lumasuomi
@mihkal
@anniinavaltonen
@anttipeistera
@tfranti
@lukiolaiset

Top Tweeters in G6:
@kemp_ebooks
@itsgoodtodrink
@python_import
@robroc
@geeet_eth
@rx9jnl
@bem_virginiana
@gdeandajauregui
@rengeoku
@ypanagis

Top Tweeters in G7:
@_atanas_
@_inpst
@sciencecommuni2
@dhpsp
@pulsarplatform
@dkennedyhands
@digitalcoeliac
@socioviz
@rawgraphs
@netlytic

Top Tweeters in G8:
@adr
@macrescolls
@kjkillackey
@mcmaster_mi
@priyakumar613
@uoftdhn
@suartce
@macscds
@spark_mcmaster
@rdm_isaac

Top Tweeters in G9:
@ficcion9
@peterstranzl
@hiramzanches
@aliviarodrigo
@jorgen_manuel
@julianmaciast
@favalcaf
@jorred_bue

Top Tweeters in G10:
@pascalpoizat
@_fval_
@twytof
@com_abes
@kbelhajj
@florian_sikora
@paboulker


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