gephi, Twitter, 6/7/2022 3:27:34 AM, 277807


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gephi_2022-06-06_18-15-00.xlsx
gephi_2022-06-06_18-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2022
Short Description:
gephi via NodeXL https://bit.ly/3GXyMnR
@gephi
@this0499154500
@thedatawarlock_
@rstatstweet
@openscitalk
@marcowenjones
@allhoff_joachim
@jacomyma
@arcelinobsilva
@ifeanyidiaye

Top hashtags:
#gephi
#twitterresearchproject
#rstats
#datascience
#nodexl
#twitter

Description:
Description
The graph represents a network of 193 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, 07 June 2022 at 01:15 UTC.

The requested start date was Tuesday, 07 June 2022 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, 16-hour, 33-minute period from Tuesday, 24 May 2022 at 04:03 UTC to Sunday, 05 June 2022 at 20:37 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 : 193
Unique Edges : 181
Edges With Duplicates : 187
Total Edges : 368
Number of Edge Types : 5
Tweet : 35
Retweet : 43
MentionsInRetweet : 84
Replies to : 67
Mentions : 139
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0796019900497512
Reciprocated Edge Ratio : 0.147465437788018
Connected Components : 40
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 203
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.747903
Graph Density : 0.00585600172711572
Modularity : 0.533349
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 193 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, 07 June 2022 at 01:15 UTC.

The requested start date was Tuesday, 07 June 2022 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, 16-hour, 33-minute period from Tuesday, 24 May 2022 at 04:03 UTC to Sunday, 05 June 2022 at 20:37 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:
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276946
[2] https://www.eventbrite.com/e/dhrh-workshop-2-social-network-analysis-tickets-353581089557?utm_source=EventBrite&utm_medium=email,+eventbrite&utm_campaign=DH@RH+Workshop
[2] https://crizombprog.me/Images-pages/Nupes.html
[2] https://taudata.blogspot.com/2022/05/sna-02.html
[1] https://twitter.com/CFBNumbers/status/1532788213227700225
[1] https://benjaminstrick.com/how-i-scrape-and-analyse-twitter-networks/
[1] https://byq6z.app.goo.gl/7g6jN
[1] https://treeverse.app
[1] https://twitter.com/ricardosssr/status/1532138436026679298

Top URLs in Tweet in G2:
[1] https://gephi.org/
[1] https://socnetv.org/
[1] https://github.com/jannikluhn/map-of-eth/
[1] https://twitter.com/AnotherJannik/status/1528839787242741765
[1] https://drive.google.com/file/d/1KIMAemBAVhnMo-UDyTTMpOaxDPtabkcS/view?usp=sharing

Top URLs in Tweet in G4:
[5] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276946

Top URLs in Tweet in G5:
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Flarge-graph-visualization-tools-and-approaches-2b8758a1cd59%3Fsource%3Dsocial.tw
[1] https://github.com/gephi/gephi/wiki/Releases
[1] https://blog.goo.ne.jp/eniregnat/e/640966d130558fec2e52399d29aad915
[1] https://twitter.com/Cattiella/status/1531895150577864704
[1] https://twitter.com/ricardosssr/status/1532138436026679298
[1] https://byq6z.app.goo.gl/7g6jN
[1] https://twitter.com/CFBNumbers/status/1532788213227700225

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

Top URLs in Tweet in G9:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DFTfipaGqvJM&q=EgS4SO-bGKXN-pQGIhAEobLHNAhWykPXUtOfteZ2MgFy

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] gephi
[15] twitterresearchproject
[9] rstats
[8] datascience
[8] nodexl
[8] twitter
[8] affenpocken
[6] socialnetworkanalysis
[6] machinelearning
[6] hashtags



Top Hashtags in Tweet in G2:
[4] coding
[3] gephi
[1] socialnetworkanalysis
[1] socialmedia
[1] twitter
[1] twitterstreamingimporter
[1] uvalde
[1] visualization
[1] thread

Top Hashtags in Tweet in G4:
[15] twitterresearchproject
[11] gephi
[8] nodexl
[7] rstats
[6] datascience
[6] hashtags
[6] twitter
[6] germany
[5] machinelearning
[5] socialnetworkanalysis

Top Hashtags in Tweet in G5:
[2] gephi
[1] gephy
[1] socialnetworks
[1] analysis
[1] みかん
[1] 家系図
[1] 系統図
[1] post
[1] machinelearning
[1] datascience

Top Hashtags in Tweet in G7:
[8] affenpocken

Top Hashtags in Tweet in G9:
[2] rstats

Top Words
Top Words in Tweet in Entire Graph:
[139] gephi
[29] network
[24] twitter
[23] #gephi
[15] #twitterresearchproject
[13] using
[13] allhoff_joachim
[12] analysis
[11] data
[10] tools

Top Words in Tweet in G1:
[3] sinoficina_com
[3] anã
[3] lisis
[3] gephi
[2] python
[2] visualizaciones

Top Words in Tweet in G2:
[29] gephi
[8] twitter
[4] #coding
[4] network
[4] code
[3] snapshot
[3] conversation
[3] typical
[3] conversations
[3] composed

Top Words in Tweet in G3:
[2] lulaoficial
[2] grafo
[2] gephi

Top Words in Tweet in G4:
[16] gephi
[15] #twitterresearchproject
[13] allhoff_joachim
[11] #gephi
[9] worldwide
[9] tweets
[9] jacomyma
[8] mediaresearchinstitute
[8] #nodexl
[7] #rstats

Top Words in Tweet in G5:
[14] gephi
[4] استفاده
[3] network
[3] datos
[3] از
[2] analysis
[2] way
[2] mato
[2] hoy
[2] bases

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 G7:
[8] #affenpocken
[6] gephi
[4] hashtagnetzwerke
[4] twitter
[4] welche
[4] andere
[4] hashtags
[4] verbindung
[4] erwähnt
[4] habe

Top Words in Tweet in G8:
[5] ja
[4] verkoston
[3] nã
[3] jjehkinen
[3] martkyll
[3] jaamaavaien
[3] pquide
[3] eu
[3] tietosuoja
[3] asetus

Top Words in Tweet in G9:
[6] using
[5] marcowenjones
[5] gephi
[4] always
[3] video
[3] uploaded
[3] watch
[3] talk
[3] political
[3] network

Top Words in Tweet in G10:
[2] usi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] network,analysis
[10] americanhacker,gephi
[9] worldwide,tweets
[9] sh33p_purple,gephi
[8] mediaresearchinstitute,#twitterresearchproject
[7] nodexl,gephi
[6] مثل,gephi
[6] #twitterresearchproject,worldwide
[6] #gephi,#nodexl
[6] #nodexl,#rstats

Top Word Pairs in Tweet in G1:
[3] anã,lisis
[2] lisis,python

Top Word Pairs in Tweet in G2:
[3] snapshot,#coding
[3] #coding,conversation
[3] conversation,twitter
[3] twitter,typical
[3] typical,twitter
[3] twitter,conversations
[3] conversations,network
[3] network,composed
[3] anotherjannik,gephi
[2] ifeanyidiaye,snapshot

Top Word Pairs in Tweet in G4:
[9] worldwide,tweets
[8] mediaresearchinstitute,#twitterresearchproject
[6] #twitterresearchproject,worldwide
[6] #gephi,#nodexl
[6] #nodexl,#rstats
[5] #rstats,#machinelearning
[5] #machinelearning,#socialnetworkanalysis
[5] #datascience,#openscience
[5] #openscience,#ai
[5] trends,#hashtags

Top Word Pairs in Tweet in G5:
[2] bases,datos
[2] برای,استفاده

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 G7:
[4] hashtagnetzwerke,twitter
[4] twitter,#affenpocken
[4] #affenpocken,welche
[4] welche,andere
[4] andere,hashtags
[4] hashtags,verbindung
[4] verbindung,#affenpocken
[4] #affenpocken,erwähnt
[3] a_klofat,hashtagnetzwerke
[3] erwähnt,gestre

Top Word Pairs in Tweet in G8:
[3] jjehkinen,martkyll
[3] martkyll,jaamaavaien
[3] jaamaavaien,pquide
[3] pquide,eu
[3] eu,tietosuoja
[3] tietosuoja,asetus
[3] asetus,estã
[3] estã,verkoston
[3] verkoston,julkaisun
[3] julkaisun,nimineen

Top Word Pairs in Tweet in G9:
[3] video,uploaded
[3] uploaded,watch
[3] watch,marcowenjones
[3] marcowenjones,talk
[3] talk,political
[3] political,network
[3] network,analysis
[3] analysis,using
[3] using,twitter
[3] twitter,data

Top Replied-To
Top Replied-To in Entire Graph:
@americanhacker
@sh33p_purple
@anotherjannik
@helenapiks
@cibernicola_es
@nuria_imeq
@franciscokerche
@routineactivity
@jacomyma
@denicmarko

Top Replied-To in G1:
@javilop
@david_romerosan
@thedatawarlock_

Top Replied-To in G2:
@anotherjannik
@routineactivity
@ypanagis
@totetmatt
@milan_janosov
@benferrum
@gdbassett
@meansec
@gustaveschiller
@binganzbrav

Top Replied-To in G3:
@sandrosegrob
@s__alves

Top Replied-To in G4:
@franciscokerche
@jacomyma
@dan_calderon_
@ryder_withawhy

Top Replied-To in G5:

Top Replied-To in G6:
@digitalcoeliac

Top Replied-To in G7:
@helenapiks
@der_waeller
@jagerjohannes

Top Replied-To in G8:
@0hislet
@jjehkinen

Top Replied-To in G10:
@cr1st14nm3s14n0

Top Mentioned
Top Mentioned in Entire Graph:
@gephi
@allhoff_joachim
@jacomyma
@jacksonmmatt
@coursera
@verukita1
@marcowenjones
@this0499154500
@publicdatalab
@miss_maria776

Top Mentioned in G1:
@sinoficina_com
@mariasajim
@boscosoler
@agora_social
@elenayuscula
@manoletux
@josek_net
@noemicarro
@albamdvm
@iwritemarc

Top Mentioned in G2:
@gephi
@ifeanyidiaye
@arxiv
@gnosischain
@routineactivity
@savetonotion

Top Mentioned in G3:
@lulaoficial
@crisvector
@inst_marielle
@erikakhilton
@danielamercury
@brunnomelocbn
@douglas86736732
@fabioassuncao
@tesoureiros
@jamilchade

Top Mentioned in G4:
@allhoff_joachim
@jacomyma
@verukita1
@this0499154500
@gephi
@publicdatalab
@r
@rstatstweet
@openscitalk

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

Top Mentioned in G7:
@a_klofat
@helenapiks

Top Mentioned in G8:
@martkyll
@jaamaavaien
@pquide
@erikakeskik
@jjehkinen

Top Mentioned in G9:
@marcowenjones
@akinunver
@sicss_istanbul
@cshoggard

Top Mentioned in G10:
@underscorner
@prevenzione
@cblengio

Top Tweeters
Top Tweeters in Entire Graph:
@dataaugmented
@thecuriousluke
@rstatstweet
@openmarketingtv
@rdsweb
@savetonotion
@xicosa
@ptbrasil
@douglas86736732
@ibrhhh_

Top Tweeters in G1:
@manoletux
@josek_net
@javilop
@carlotagalvan
@jaime_mesa
@salonsoweb
@noemicarro
@ayudaexcel
@themacrowizard
@flabernardez

Top Tweeters in G2:
@savetonotion
@okkipepernoot
@gmhales
@smm_news_feed
@binganzbrav
@gdbassett
@mihkal
@totetmatt
@gustaveschiller
@koeppelmann

Top Tweeters in G3:
@xicosa
@ptbrasil
@douglas86736732
@tesoureiros
@crisvector
@danielamercury
@cut_brasil
@lulaoficial
@brunnomelocbn
@abocadelobo

Top Tweeters in G4:
@dataaugmented
@thecuriousluke
@openscitalk
@valdiskrebs
@seinecle
@this0499154500
@r
@allhoff_joachim
@franciscokerche
@jacomyma

Top Tweeters in G5:
@ra
@guille0027
@beta_rank_fb
@prenadamedia2
@numeroteca
@iparramartin
@denkolesnyk
@pedrambirack
@abyromercy
@ricardosssr

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

Top Tweeters in G7:
@taltalim_tali
@_tho_
@helenapiks
@ostprog
@der_waeller
@jagerjohannes
@a_klofat

Top Tweeters in G8:
@rdsweb
@martkyll
@jaamaavaien
@jjehkinen
@pquide
@erikakeskik
@0hislet

Top Tweeters in G9:
@rstatstweet
@marcowenjones
@secou
@pwniefan
@cshoggard
@akinunver
@sicss_istanbul

Top Tweeters in G10:
@cr1st14nm3s14n0
@alex_orlowski
@underscorner
@cblengio
@prevenzione