gephi, Twitter, 2/8/2022 2:27:35 AM, 271532


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gephi_2022-02-07_18-24-32.xlsx
gephi_2022-02-07_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2022
Short Description:
gephi via NodeXL https://bit.ly/3B7PiOZ
@gephi
@dadideo
@chidambara09
@verukita1
@this0499154500
@michaelbathurst
@allhoff_joachim
@docassar
@grandjeanmartin
@datasciencebot_

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

Description:
Description
The graph represents a network of 161 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, 08 February 2022 at 02:24 UTC.

The requested start date was Tuesday, 08 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 9-day, 7-hour, 54-minute period from Tuesday, 25 January 2022 at 11:55 UTC to Thursday, 03 February 2022 at 19:49 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 : 161
Unique Edges : 206
Edges With Duplicates : 320
Total Edges : 526
Number of Edge Types : 5
Tweet : 22
Retweet : 70
MentionsInRetweet : 273
Mentions : 140
Replies to : 21
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0418118466898955
Reciprocated Edge Ratio : 0.0802675585284281
Connected Components : 34
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 86
Maximum Edges in a Connected Component : 438
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.897067
Graph Density : 0.0116071428571429
Modularity : 0.399582
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 161 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, 08 February 2022 at 02:24 UTC.

The requested start date was Tuesday, 08 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 9-day, 7-hour, 54-minute period from Tuesday, 25 January 2022 at 11:55 UTC to Thursday, 03 February 2022 at 19:49 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:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270615
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271082
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270221
[2] https://www.analytics-tuts.com/how-to-visualize-twitter-networks-with-gephi/
[2] https://gephi.org/
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[2] https://nebula-graph.io/posts/game-of-thrones-relationship-networkx-gephi-nebula-graph-part-two/
[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
[1] https://commons.wikimedia.org/wiki/File:Social_Network_Visualization.png

Top URLs in Tweet in G1:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270615
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271082
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270221
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://www.analytics-tuts.com/how-to-visualize-twitter-networks-with-gephi/
[1] https://drive.google.com/file/d/1NrAQShyWL7A8cJrzGQC2CzNqhWN5CnSk/view?usp=sharing
[1] https://drive.google.com/file/d/1Ek9dFu6_NE_aTcZd-EjyRbj8yrsnh_Uu/view?usp=sharing
[1] https://discord.gg/BhQ5EvSZC3
[1] https://twitter.com/aarthurfontaine/status/1483731413140660224

Top URLs in Tweet in G2:
[1] https://www.analytics-tuts.com/how-to-visualize-twitter-networks-with-gephi/
[1] https://twitter.com/jacomyal/status/1487004800705347585
[1] https://twitter.com/dadideo/status/1486028944172326914

Top URLs in Tweet in G3:
[2] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial
[2] https://gephi.org/
[1] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial#disqus_thread
[1] https://twitter.com/barabasi/status/1487902362236821504
[1] https://paypal.com/donate/?hosted_button_id=FHDMLJQQF4ZYY&source=url
[1] https://commons.wikimedia.org/wiki/File:Social_Network_Visualization.png

Top URLs in Tweet in G4:
[1] https://www.twitch.tv/defendintelligence

Top URLs in Tweet in G6:
[1] https://treeverse.app

Top URLs in Tweet in G7:
[1] https://vasturiano.github.io/3d-force-graph/example/large-graph/
[1] https://arrows.app/

Top URLs in Tweet in G8:
[1] https://twitter.com/mythsbaby/status/1487118540440317956

Top URLs in Tweet in G10:
[2] https://www.toptal.com/r/social-network-analysis-in-r-gephi-tutorial?utm_source=twitter&utm_medium=social&utm_content=link

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] nodexl
[20] gephi
[16] sna
[15] mediaresearchinstitute
[15] twitterresearchproject
[9] rstats
[6] machinelearning
[4] datascience
[4] socialmedia
[3] r



Top Hashtags in Tweet in G1:
[21] nodexl
[14] mediaresearchinstitute
[14] twitterresearchproject
[13] sna
[11] gephi
[8] rstats
[5] machinelearning
[3] datascience
[2] photography
[2] socialnetworkanalysis

Top Hashtags in Tweet in G2:
[2] 66daysofdata
[2] realsikhsagainstkhalistan
[2] sikhsrejectkhalistan
[1] nodexl
[1] sna
[1] mediaresearchinstitute
[1] twitterresearchproject
[1] datascience
[1] alteryx
[1] machinelearning

Top Hashtags in Tweet in G3:
[2] gephi
[1] r
[1] socialnetworks
[1] twitter
[1] viaggi
[1] selenium
[1] nodexl
[1] chart
[1] od

Top Hashtags in Tweet in G4:
[1] twitch
[1] defendintelligence
[1] youtube
[1] tech
[1] opensource
[1] graphviz
[1] gephi
[1] dataviz

Top Hashtags in Tweet in G7:
[1] bloom

Top Hashtags in Tweet in G8:
[1] archaeology
[1] pseudoarchaeology

Top Hashtags in Tweet in G9:
[1] nodexl
[1] sna

Top Hashtags in Tweet in G10:
[2] r
[2] gephi
[2] socialmedia
[1] エロは世畜を救う3

Top Words
Top Words in Tweet in Entire Graph:
[117] gephi
[34] network
[28] this0499154500
[28] chidambara09
[26] nodexl
[25] verukita1
[24] #nodexl
[23] allhoff_joachim
[20] #gephi
[19] docassar

Top Words in Tweet in G1:
[63] gephi
[26] nodexl
[25] chidambara09
[25] this0499154500
[23] verukita1
[22] allhoff_joachim
[21] #nodexl
[19] docassar
[16] mihkal
[14] #mediaresearchinstitute

Top Words in Tweet in G2:
[12] gephi
[6] network
[3] 10
[3] visualize
[3] networks
[3] twitter
[3] data
[3] using
[2] day
[2] #66daysofdata

Top Words in Tweet in G3:
[10] gephi
[4] analysis
[3] go
[3] social
[3] data
[3] network
[2] language
[2] #gephi
[2] trends
[2] ae

Top Words in Tweet in G4:
[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 G5:
[3] chidambara09
[3] michaelbathurst
[3] this0499154500
[3] eli_krumova
[3] salhaj
[3] sgjane1
[3] fmfrancoise
[3] nvidiaai
[3] fluttbot
[3] jcampsays

Top Words in Tweet in G6:
[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 G8:
[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 G9:
[3] gephi

Top Words in Tweet in G10:
[4] advent
[4] tools
[4] reinvigorated
[4] social
[4] network
[4] analysis
[4] see
[4] veteran
[4] data
[4] scientist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] gephi,nodexl
[21] nodexl,gephi
[14] #mediaresearchinstitute,#twitterresearchproject
[14] gephi,chidambara09
[12] generate,wikipedia
[12] wikipedia,network
[12] network,#nodexl
[12] #nodexl,graph
[12] graph,gephi
[12] gephi,share

Top Word Pairs in Tweet in G1:
[21] gephi,nodexl
[21] nodexl,gephi
[14] gephi,chidambara09
[13] #mediaresearchinstitute,#twitterresearchproject
[12] allhoff_joachim,docassar
[10] generate,wikipedia
[10] wikipedia,network
[10] network,#nodexl
[10] #nodexl,graph
[10] graph,gephi

Top Word Pairs in Tweet in G2:
[3] data,using
[2] day,10
[2] 10,#66daysofdata
[2] #66daysofdata,brushed
[2] brushed,networkx
[2] networkx,bokeh
[2] bokeh,gephi
[2] gephi,matplotlib
[2] matplotlib,visualize
[2] visualize,networks

Top Word Pairs in Tweet in G3:
[3] network,analysis
[2] go,gephi
[2] gephi,go

Top Word Pairs in Tweet in G4:
[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 G5:
[3] chidambara09,michaelbathurst
[3] michaelbathurst,this0499154500
[3] this0499154500,eli_krumova
[3] eli_krumova,salhaj
[3] salhaj,sgjane1
[3] sgjane1,fmfrancoise
[3] fmfrancoise,nvidiaai
[3] nvidiaai,fluttbot
[3] fluttbot,jcampsays
[3] jcampsays,morolswediu

Top Word Pairs in Tweet in G6:
[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 G8:
[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 Word Pairs in Tweet in G10:
[4] advent,tools
[4] tools,reinvigorated
[4] reinvigorated,social
[4] social,network
[4] network,analysis
[4] analysis,see
[4] see,veteran
[4] veteran,data
[4] data,scientist
[4] scientist,juan

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@this0499154500
@chidambara09
@verukita1
@allhoff_joachim
@mihkal
@docassar
@michaelbathurst
@ademec_enc
@nicolasbchb

Top Mentioned in G1:
@chidambara09
@this0499154500
@gephi
@verukita1
@allhoff_joachim
@mihkal
@docassar
@ademec_enc
@michaelbathurst
@nicolasbchb

Top Mentioned in G2:
@gephi
@bokeh
@matplotlib
@eskwelabs
@redthebot_
@achillecorrege
@franztaborlupa
@verukita1
@allhoff_joachim
@sheeepeur

Top Mentioned in G4:
@dfintelligence
@iciamyplant
@micode
@hardisk
@nowtechtv
@dadideo
@benjamin
@benjamincode
@nicolasbchb
@mathishammel

Top Mentioned in G5:
@chidambara09
@michaelbathurst
@this0499154500
@eli_krumova
@salhaj
@sgjane1
@fmfrancoise
@nvidiaai
@fluttbot
@jcampsays

Top Mentioned in G6:
@dkennedyhands
@_atanas_
@socioviz
@gephi
@netlytic
@dhpsp
@digitalcoeliac

Top Mentioned in G7:
@arikan
@cytoscape
@neo4j
@vastur

Top Mentioned in G8:
@cult_archaeo

Top Mentioned in G9:
@verukita1
@gctlc
@nyctechtalent
@gephi

Top Mentioned in G10:
@toptal
@twitter

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

Top Tweeters in G1:
@chidambara09
@fabriciosx
@rstatstweet
@shoutmgb
@michaelbathurst
@openscitalk
@_oliviabot
@betamoroney
@enilev
@datasciencedojo

Top Tweeters in G2:
@datasciencebot_
@redthebot_
@estragonsan
@totetmatt
@matplotlib
@emanueleghebaur
@sanatan_jee
@bendobrown
@niketkedia
@gephi

Top Tweeters in G3:
@grjenkin
@ldrscke
@s_palm
@doa
@yoshi_and_aki
@natsecmicah
@maryknewman
@fromalias
@niederfuchs
@impala_search

Top Tweeters in G4:
@sosmcwin
@the404code
@lala35539674
@dadideo
@benjamin
@benjamincode
@dfintelligence
@nowtechtv
@mathishammel
@hardisk

Top Tweeters in G5:
@ipythonistabot
@morolswediu
@fluttbot
@goaidev
@fmfrancoise
@salhaj
@eli_krumova
@hashtagmarketi7
@sgjane1
@jcampsays

Top Tweeters in G6:
@_atanas_
@sciencecommuni2
@dhpsp
@dkennedyhands
@digitalcoeliac
@socioviz
@netlytic

Top Tweeters in G7:
@neo4j
@arikan
@barabasi
@cytoscape
@benferrum
@vastur

Top Tweeters in G8:
@tommy2thepoint
@thelegithiccup
@dsaarchaeology
@cult_archaeo
@mythsbaby
@flaviansophist

Top Tweeters in G9:
@grandjeanmartin
@gc_cuny
@nodexl
@gctlc
@nyctechtalent

Top Tweeters in G10:
@amandacomms
@evpac
@twitter
@shiko__love
@toptal


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