gephi, Twitter, 2/1/2022 2:28:18 AM, 271082


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gephi_2022-01-31_18-24-32.xlsx
gephi_2022-01-31_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 01, 2022
Short Description:
gephi via NodeXL https://bit.ly/3GlFCBA
@gephi
@nicolasbchb
@dadideo
@achillecorrege
@chidambara09
@verukita1
@this0499154500
@flefgraph
@ademec_enc
@grandjeanmartin

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

Description:
Description
The graph represents a network of 270 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, 01 February 2022 at 02:24 UTC.

The requested start date was Tuesday, 01 February 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, 14-hour, 50-minute period from Tuesday, 18 January 2022 at 09:53 UTC to Monday, 31 January 2022 at 00:44 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 : 270
Unique Edges : 321
Edges With Duplicates : 635
Total Edges : 956
Number of Edge Types : 5
Tweet : 35
Replies to : 89
Mentions : 318
Retweet : 118
MentionsInRetweet : 396
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0.105022831050228
Reciprocated Edge Ratio : 0.190082644628099
Connected Components : 51
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 766
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.055764
Graph Density : 0.00666391298361559
Modularity : 0.391884
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 270 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, 01 February 2022 at 02:24 UTC.

The requested start date was Tuesday, 01 February 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, 14-hour, 50-minute period from Tuesday, 18 January 2022 at 09:53 UTC to Monday, 31 January 2022 at 00:44 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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270221
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270615
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270287
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[3] http://Cocon.se
[2] https://gephi.org/
[2] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[2] https://www.analytics-tuts.com/how-to-visualize-twitter-networks-with-gephi/
[2] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial?utm_source=twitter&utm_medium=social&utm_content=link
[2] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial

Top URLs in Tweet in G1:
[2] https://twitter.com/AchilleCorrege/status/1429821502292209675?t=CssVRU0O65e7_HZNHiR21A&s=19
[1] https://twitter.com/aarthurfontaine/status/1483731413140660224
[1] https://www.analytics-tuts.com/how-to-visualize-twitter-networks-with-gephi/
[1] https://gephi.wordpress.com/2021/12/06/gephi-code-sustainability-retreat-2021-debriefing/
[1] https://twitter.com/jacomyal/status/1487004800705347585
[1] https://twitter.com/AchilleCorrege/status/1485015452078252044?t=4WCMyIKU2hjYyGUFbZPINA&s=19
[1] https://twitter.com/AchilleCorrege/status/1429821502292209675?t=crX_Z7ub9HWn7k3YfOAzmw&s=19
[1] https://twitter.com/nicomygod/status/1481567163290898432
[1] https://twitter.com/dadideo/status/1486028944172326914

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270221
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270615
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270287
[4] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://twitter.com/ademec_enc/status/1481198152195661827
[2] https://www.eventbrite.fr/e/billets-gephi-logiciel-de-visualisation-de-graphe-249441535347?ref=estw
[1] https://www.analytics-tuts.com/how-to-visualize-twitter-networks-with-gephi/
[1] https://drive.google.com/file/d/1Ek9dFu6_NE_aTcZd-EjyRbj8yrsnh_Uu/view?usp=sharing
[1] https://drive.google.com/file/d/126JJuNBl2gjA3MV3yevWnV2uBtmanVmI/view?usp=sharing
[1] https://twitter.com/ademec_enc/status/1483172905567633420

Top URLs in Tweet in G4:
[2] https://gephi.org/
[2] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial
[1] https://twitter.com/rtlgrandest/status/1067716773175279616
[1] https://www.eclipse.org/
[1] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial#disqus_thread
[1] https://twitter.com/barabasi/status/1487902362236821504

Top URLs in Tweet in G5:
[1] https://www.twitch.tv/defendintelligence

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

Top URLs in Tweet in G8:
[1] https://vasturiano.github.io/3d-force-graph/example/large-graph/
[1] https://arrows.app/

Top URLs in Tweet in G9:
[1] https://twitter.com/mythsbaby/status/1487118540440317956

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] gephi
[28] nodexl
[19] mediaresearchinstitute
[17] twitterresearchproject
[11] sna
[10] rstats
[8] machinelearning
[6] socialnetworkanalysis
[6] datascience
[5] twitter



Top Hashtags in Tweet in G1:
[2] realsikhsagainstkhalistan
[2] sikhsrejectkhalistan
[1] realsikhs
[1] alteryx
[1] machinelearning
[1] data
[1] rstats
[1] tableau
[1] msexcel
[1] datafam

Top Hashtags in Tweet in G2:
[26] nodexl
[19] mediaresearchinstitute
[18] gephi
[17] twitterresearchproject
[9] rstats
[9] sna
[7] machinelearning
[6] socialnetworkanalysis
[5] datascience
[5] photography

Top Hashtags in Tweet in G4:
[3] gephi
[1] r
[1] socialnetworks
[1] twitter
[1] viaggi
[1] selenium
[1] nodexl
[1] chart
[1] od

Top Hashtags in Tweet in G5:
[1] twitch
[1] defendintelligence
[1] youtube
[1] tech
[1] opensource
[1] graphviz
[1] gephi
[1] dataviz

Top Hashtags in Tweet in G8:
[1] bloom

Top Hashtags in Tweet in G9:
[1] archaeology
[1] pseudoarchaeology

Top Words
Top Words in Tweet in Entire Graph:
[230] gephi
[42] this0499154500
[41] docassar
[39] data
[37] network
[37] nodexl
[36] chidambara09
[34] mihkal
[34] achillecorrege
[32] #gephi

Top Words in Tweet in G1:
[67] gephi
[34] achillecorrege
[20] redthebot_
[9] ce
[9] c'est
[8] 01
[7] nicolasbchb
[7] sont
[6] flefgraph
[6] 2021

Top Words in Tweet in G2:
[83] gephi
[42] this0499154500
[41] docassar
[36] chidambara09
[36] nodexl
[34] mihkal
[32] allhoff_joachim
[31] michaelbathurst
[26] #nodexl
[24] verukita1

Top Words in Tweet in G3:
[23] necesita
[22] busco
[22] data
[22] scientist
[22] ramo
[22] conocimientos
[22] lenguajes
[22] glm
[22] regression
[22] random

Top Words in Tweet in G4:
[12] gephi
[6] data
[4] network
[3] yg
[3] pake
[3] analysis
[3] #gephi
[3] go
[3] social
[2] pernah

Top Words in Tweet in G5:
[4] mathis
[4] hammel
[4] everywhere
[4] social
[4] network
[4] graph
[4] dfintelligence
[4] saw
[4] iciamyplant
[4] micode

Top Words in Tweet in G6:
[10] ademec_enc
[10] albouysegolene
[10] gephi
[8] ce
[7] janvier
[7] analysez
[7] données
[7] apprend
[7] soir
[7] utiliser

Top Words in Tweet in G7:
[4] recommendations
[3] digitalcoeliac
[3] dkennedyhands
[3] _atanas_
[3] socioviz
[3] gephi
[3] netlytic
[3] many
[3] thanks
[3] way

Top Words in Tweet in G9:
[6] great
[6] time
[6] chatting
[6] liv
[6] word
[6] whispers
[6] atlantis
[6] honestly
[6] come
[6] accept

Top Words in Tweet in G10:
[2] та
[2] gephi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] data,scientist
[27] gephi,nodexl
[27] nodexl,gephi
[26] this0499154500,mihkal
[22] busco,data
[22] scientist,ramo
[22] ramo,necesita
[22] necesita,conocimientos
[22] conocimientos,lenguajes
[22] lenguajes,glm

Top Word Pairs in Tweet in G1:
[19] achillecorrege,gephi
[16] redthebot_,gephi
[12] achillecorrege,redthebot_
[5] estragonsan,achillecorrege
[4] live,nicolasbchb
[4] nicolasbchb,flefgraph
[4] flefgraph,learn
[4] learn,techniques
[4] techniques,gephi
[4] gephi,applying

Top Word Pairs in Tweet in G2:
[27] gephi,nodexl
[26] nodexl,gephi
[26] this0499154500,mihkal
[21] allhoff_joachim,docassar
[20] gephi,chidambara09
[16] mihkal,verukita1
[16] verukita1,allhoff_joachim
[15] gephi,grandjeanmartin
[14] chidambara09,this0499154500
[14] grandjeanmartin,anderskmunk

Top Word Pairs in Tweet in G3:
[22] busco,data
[22] data,scientist
[22] scientist,ramo
[22] ramo,necesita
[22] necesita,conocimientos
[22] conocimientos,lenguajes
[22] lenguajes,glm
[22] glm,regression
[22] regression,random
[22] random,forest

Top Word Pairs in Tweet in G4:
[2] yg,pernah
[2] network,analysis
[2] gephi,very
[2] go,gephi
[2] gephi,go

Top Word Pairs in Tweet in G5:
[4] mathis,hammel
[4] hammel,everywhere
[4] everywhere,social
[4] social,network
[4] network,graph
[4] graph,dfintelligence
[4] dfintelligence,saw
[4] saw,iciamyplant
[4] iciamyplant,micode
[4] micode,hardisk

Top Word Pairs in Tweet in G6:
[7] ademec_enc,janvier
[7] janvier,analysez
[7] analysez,données
[7] données,albouysegolene
[7] albouysegolene,apprend
[7] apprend,ce
[7] ce,soir
[7] soir,utiliser
[7] utiliser,outil
[7] outil,gephi

Top Word Pairs in Tweet in G7:
[3] digitalcoeliac,dkennedyhands
[3] dkennedyhands,_atanas_
[3] _atanas_,socioviz
[3] socioviz,gephi
[3] gephi,netlytic
[3] netlytic,many
[3] many,thanks
[3] thanks,recommendations
[3] recommendations,way
[3] way,see

Top Word Pairs in Tweet in G9:
[6] great,time
[6] time,chatting
[6] chatting,liv
[6] liv,word
[6] word,whispers
[6] whispers,atlantis
[6] atlantis,honestly
[6] honestly,come
[6] come,accept
[5] cult_archaeo,great

Top Replied-To
Top Replied-To in Entire Graph:
@achillecorrege
@estragonsan
@ben_alors_
@therealzeroy
@shoutmgb
@michaelbathurst
@docassar
@tumbling_weeds
@mradrien79
@deuchnord

Top Replied-To in G1:
@achillecorrege
@estragonsan
@therealzeroy
@ben_alors_
@tumbling_weeds
@mradrien79
@deuchnord
@amaurypi
@the_new_sky
@grainhedger

Top Replied-To in G2:
@michaelbathurst
@docassar
@shoutmgb
@enilev
@chidambara09
@gephi
@gc_cuny

Top Replied-To in G6:
@ademec_enc

Top Replied-To in G7:
@digitalcoeliac

Top Replied-To in G8:
@barabasi

Top Replied-To in G10:
@kru5tycracker
@olehhhhhhhhh

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@this0499154500
@mihkal
@chidambara09
@docassar
@allhoff_joachim
@ademec_enc
@michaelbathurst
@verukita1
@anderskmunk

Top Mentioned in G1:
@gephi
@achillecorrege
@redthebot_
@nicolasbchb
@flefgraph
@aarthurfontaine
@deuchnord
@mradrien79
@bendobrown
@sigmajs

Top Mentioned in G2:
@gephi
@this0499154500
@chidambara09
@mihkal
@docassar
@allhoff_joachim
@michaelbathurst
@verukita1
@anderskmunk
@ademec_enc

Top Mentioned in G3:
@dianaqro

Top Mentioned in G5:
@dfintelligence
@iciamyplant
@micode
@hardisk
@nowtechtv
@dadideo
@benjamin
@benjamincode
@nicolasbchb
@mathishammel

Top Mentioned in G6:
@albouysegolene
@gephi
@ademec_enc
@medialab_scpo

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

Top Mentioned in G8:
@arikan
@cytoscape
@neo4j
@vastur

Top Mentioned in G9:
@cult_archaeo

Top Mentioned in G10:
@brik_t
@shaderzzz
@ostapyarysh

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@ipythonistabot
@morolswediu
@discovertech3
@sosmcwin
@fluttbot
@lovabelow98
@the404code
@rstatstweet
@shoutmgb

Top Tweeters in G1:
@lovabelow98
@redthebot_
@grainhedger
@redtheone
@therealzeroy
@deuchnord
@rodnorov
@rouelib
@th_gre
@estragonsan

Top Tweeters in G2:
@chidambara09
@ipythonistabot
@morolswediu
@fluttbot
@rstatstweet
@shoutmgb
@goaidev
@fmfrancoise
@salhaj
@michaelbathurst

Top Tweeters in G3:
@c_edinh
@diegolemon77
@vale___mx
@negrordico
@norbert60976479
@dianaqro
@anapau_porfavo
@eddy_talks
@alingoche
@justpao88

Top Tweeters in G4:
@grjenkin
@ldrscke
@s_palm
@aubreymcfato
@thatdnaguy
@jogjamnfs
@yoshi_and_aki
@martinbangratz
@natsecmicah
@__osint__

Top Tweeters in G5:
@sosmcwin
@the404code
@lala35539674
@dadideo
@benjamin
@benjamincode
@nowtechtv
@dfintelligence
@mathishammel
@hardisk

Top Tweeters in G6:
@ecoledeschartes
@histarkeo
@morganepica
@medialab_scpo
@galla_top
@lwizzzzzz
@albouysegolene
@paulrob43726536
@maxence_thollet
@inssalom5

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

Top Tweeters in G8:
@neo4j
@arikan
@barabasi
@cytoscape
@benferrum
@vastur

Top Tweeters in G9:
@tommy2thepoint
@thelegithiccup
@dsaarchaeology
@cult_archaeo
@mythsbaby
@flaviansophist

Top Tweeters in G10:
@ostapyarysh
@mariia_doc
@shaderzzz
@kru5tycracker
@olehhhhhhhhh
@brik_t


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