gephi, Twitter, 3/22/2022 1:28:09 AM, 273423


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gephi_2022-03-21_18-24-32.xlsx
gephi_2022-03-21_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2022
Short Description:
gephi via NodeXL https://bit.ly/3ubWmHs
@chidambara09
@gephi
@mihkal
@nodexl
@umblaetterer
@xeronbot
@michaelbathurst
@naudgnit
@marcowenjones
@this0499154500

Top hashtags:
#gephi
#nodexl
#python
#salesforce
#javascript
#flutter
#bigdata
#linux
#100daysofcode

Description:
Description
The graph represents a network of 451 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, 22 March 2022 at 01:24 UTC.

The requested start date was Tuesday, 22 March 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, 18-hour, 36-minute period from Tuesday, 08 March 2022 at 02:38 UTC to Sunday, 20 March 2022 at 21:14 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 : 451
Unique Edges : 1076
Edges With Duplicates : 1801
Total Edges : 2877
Number of Edge Types : 5
Tweet : 42
Replies to : 95
Mentions : 530
Retweet : 273
MentionsInRetweet : 1937
Self-Loops : 75
Reciprocated Vertex Pair Ratio : 0.0229508196721311
Reciprocated Edge Ratio : 0.0448717948717949
Connected Components : 58
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 318
Maximum Edges in a Connected Component : 2714
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.840773
Graph Density : 0.00768662232076866
Modularity : 0.310309
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 451 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, 22 March 2022 at 01:24 UTC.

The requested start date was Tuesday, 22 March 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, 18-hour, 36-minute period from Tuesday, 08 March 2022 at 02:38 UTC to Sunday, 20 March 2022 at 21:14 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:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272771
[6] https://github.com/t-duan/dhd2022
[4] https://gephi.org/
[2] https://twitter.com/marcowenjones/status/1502052062519083008
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://jbmoreno.es/blog/auditoria-seo-enlaces-internos/
[1] https://marketingok.es/auditoria-web-en-galicia/
[1] https://jbmoreno.es/blog/auditoria-seo-enlaces-internos/?utm_source=twitter&utm_medium=social&utm_campaign=dinamizacion
[1] https://seinecle.github.io/gephi-tutorials/generated-html/using-filters-en.html#_discovering_the_filter_panel
[1] https://www.smrfoundation.org/nodexl/automation/

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272771

Top URLs in Tweet in G2:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272771
[2] https://mediaresearchinstitute.wordpress.com/forschung-einblicke/
[1] https://nitter.net/search?f=tweets&q=%23gephi&cursor=scroll%3AthGAVUV0VFVBaIwLjB3pP3oykWgMC9mc6RsKgpEnEVrIZ6FYCJehgHREVGQVVMVDUBFQAVAAA%3D

Top URLs in Tweet in G3:
[1] https://seinecle.github.io/gephi-tutorials/generated-html/using-filters-en.html#_discovering_the_filter_panel
[1] https://gephi.org/
[1] https://www.smrfoundation.org/nodexl/automation/
[1] https://www.eventbrite.com/e/2022-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-288777931567?aff=eand

Top URLs in Tweet in G4:
[1] https://treeverse.app

Top URLs in Tweet in G5:
[1] https://twitter.com/fwbess/status/1501594913367990275
[1] https://twitter.com/marcowenjones/status/1502052062519083008
[1] https://github.com/gephi/gephi/issues/2257
[1] https://naiwaen.debuggingsoft.com/2017/10/gephi-visualize-data-from-facebook-social-network/
[1] https://gephi.org/features/
[1] http://www.erwanlenagard.com/general/tutoriel-suivre-et-modeliser-une-conversation-sur-twitter-en-temps-reel-1157
[1] https://tonyahowe.github.io/unmaking/network/
[1] https://www.youtube.com/watch?v=QpeVRIZyOUk&feature=youtu.be

[1] https://github.com/gephi/gephi/releases/tag/v0.9.3
[1] https://twitter.com/willy50966262/status/1504561039756894208?t=W-JlYjqXkVBEs-iJ2pCrbg&s=19

Top URLs in Tweet in G6:
[6] https://github.com/t-duan/dhd2022
[1] https://senereko.hypotheses.org/109

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[58] gephi
[37] nodexl
[36] python
[35] salesforce
[29] javascript
[29] flutter
[28] bigdata
[28] linux
[26] 100daysofcode
[21] womenwhocode



Top Hashtags in Tweet in G1:
[34] gephi
[33] salesforce
[32] python
[28] bigdata
[28] javascript
[28] flutter
[27] linux
[25] nodexl
[23] 100daysofcode
[21] womenwhocode

Top Hashtags in Tweet in G2:
[18] twitterresearchproject
[15] mediaresearchinstitute
[11] gephi
[11] ukrainerussiawar
[9] nodexl
[4] python
[4] rstats
[3] jkimhuntingbots
[3] istandwithhumans
[3] tellvladdyisayhi

Top Hashtags in Tweet in G3:
[1] infowar
[1] finland

Top Hashtags in Tweet in G4:
[2] 66daysofdata
[2] dataviz
[1] 8m
[1] graphs
[1] phdstruggle
[1] sundayfunday
[1] thismeansnothing
[1] risingwomantech30
[1] osint
[1] gephi

Top Hashtags in Tweet in G5:
[7] gephi
[3] wikipedia
[2] dracor
[2] vino
[2] nodexl
[2] ezgif
[1] workshop17
[1] dhd2022
[1] oxygenxml
[1] jupyter

Top Hashtags in Tweet in G6:
[5] dhd2022
[3] workshop17
[1] gephi
[1] networkanalysis
[1] jupyternotebook
[1] linkedopendata
[1] sparql
[1] cidoc
[1] frbroo
[1] docker

Top Hashtags in Tweet in G7:
[2] twitterresearchproject
[1] photography
[1] mediaresearchinstitute
[1] ukrainerussiawar

Top Hashtags in Tweet in G9:
[10] collaboration
[1] phdchat
[1] phdforum
[1] socialnetwork

Top Words
Top Words in Tweet in Entire Graph:
[183] gephi
[180] chidambara09
[144] nodexl
[90] data
[82] khulood_almani
[71] one
[68] fetch
[62] enilev
[58] #gephi
[51] this0499154500

Top Words in Tweet in G1:
[81] chidambara09
[53] khulood_almani
[48] nodexl
[40] enilev
[35] jagersbergknut
[35] bimedotcom
[35] evasmartai
[34] #gephi
[33] #salesforce
[32] danfiehn

Top Words in Tweet in G2:
[95] chidambara09
[44] nodexl
[33] this0499154500
[30] gephi
[29] khulood_almani
[25] allhoff_joachim
[22] enilev
[21] docassar
[19] enricomolinari
[19] tweets

Top Words in Tweet in G3:
[70] data
[66] one
[66] fetch
[51] nodexl
[36] twitterapi
[35] mihkal
[33] tool
[33] discussions
[33] following
[22] gephi

Top Words in Tweet in G4:
[24] gephi
[7] network
[4] recommendations
[4] على
[3] conspirator0
[3] ran
[3] follower
[3] never
[3] seen
[3] anything

Top Words in Tweet in G5:
[20] gephi
[7] #gephi
[6] twitter
[6] gt
[4] data
[3] yg
[3] social
[3] network
[3] look
[3] #wikipedia

Top Words in Tweet in G6:
[10] die
[9] gephi
[8] habe
[6] naudgnit
[6] github
[5] jeder
[5] ausprobieren
[5] datei
[5] veröffentlicht
[5] vielleicht

Top Words in Tweet in G7:
[4] chidambara09
[4] pharmacypodcast
[4] evankirstel
[4] rwang0
[4] startuphealth
[4] ci4cc
[4] ciochime
[4] cerner
[4] rasushrestha
[4] irmaraste

Top Words in Tweet in G8:
[2] michaelbathurst

Top Words in Tweet in G9:
[10] jelilensis
[10] anyone
[10] handled
[10] data
[10] network
[10] cluster
[10] analyses
[10] assessing
[10] #collaboration
[10] networks

Top Words in Tweet in G10:
[3] joeabbey
[3] gephi
[2] saintsat0shi
[2] larry0x
[2] wosmongton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] one,fetch
[68] fetch,data
[47] gephi,nodexl
[37] bimedotcom,khulood_almani
[37] khulood_almani,evasmartai
[35] mihkal,nodexl
[34] nodexl,tool
[34] tool,one
[34] data,twitterapi
[34] twitterapi,discussions

Top Word Pairs in Tweet in G1:
[27] bimedotcom,khulood_almani
[27] khulood_almani,evasmartai
[24] danfiehn,edventure9
[24] edventure9,sonu_monika
[24] sonu_monika,bimedotcom
[20] chidambara09,danfiehn
[17] evasmartai,ravidugh
[17] ravidugh,sallyeaves
[17] sallyeaves,jagersbergknut
[16] gephi,nodexl

Top Word Pairs in Tweet in G2:
[25] gephi,nodexl
[19] chidambara09,docassar
[17] chidambara09,enilev
[14] nodexl,allhoff_joachim
[14] allhoff_joachim,lala35539674
[14] lala35539674,goaidev
[13] docassar,this0499154500
[12] sgjane1,fmfrancoise
[12] fmfrancoise,salhaj
[12] salhaj,fluttbot

Top Word Pairs in Tweet in G3:
[66] one,fetch
[66] fetch,data
[34] mihkal,nodexl
[33] nodexl,tool
[33] tool,one
[33] data,twitterapi
[33] twitterapi,discussions
[33] discussions,one
[33] data,following
[6] gephi,nodexl

Top Word Pairs in Tweet in G4:
[3] conspirator0,ran
[3] ran,follower
[3] follower,network
[3] network,gephi
[3] gephi,never
[3] never,seen
[3] seen,anything
[3] anything,before
[3] digitalcoeliac,dkennedyhands
[3] dkennedyhands,_atanas_

Top Word Pairs in Tweet in G5:
[4] gt,gt
[3] social,network
[2] look,forward
[2] data,gephi
[2] #wikipedia,#nodexl
[2] #nodexl,#gephi
[2] #gephi,#ezgif

Top Word Pairs in Tweet in G6:
[5] jeder,ausprobieren
[5] ausprobieren,habe
[5] habe,die
[5] die,gephi
[5] gephi,datei
[5] datei,github
[5] github,veröffentlicht
[5] veröffentlicht,vielleicht
[4] naudgnit,jeder
[2] quinnanya,jberenike

Top Word Pairs in Tweet in G7:
[4] chidambara09,pharmacypodcast
[4] pharmacypodcast,evankirstel
[4] evankirstel,rwang0
[4] rwang0,startuphealth
[4] startuphealth,ci4cc
[4] ci4cc,ciochime
[4] ciochime,cerner
[4] cerner,rasushrestha
[4] rasushrestha,irmaraste
[4] irmaraste,theviveevent

Top Word Pairs in Tweet in G9:
[10] anyone,handled
[10] handled,data
[10] data,network
[10] network,cluster
[10] cluster,analyses
[10] analyses,assessing
[10] assessing,#collaboration
[10] #collaboration,networks
[10] networks,packages
[10] packages,software

Top Word Pairs in Tweet in G10:
[2] joeabbey,saintsat0shi
[2] saintsat0shi,larry0x
[2] larry0x,wosmongton

Top Replied-To
Top Replied-To in Entire Graph:
@enilev
@cryptoninjaco
@danfiehn
@docassar
@michaelbathurst
@joeabbey
@nodexl
@tanyasinha_
@this0499154500
@mihkal

Top Replied-To in G1:
@enilev
@danfiehn
@docassar
@michaelbathurst
@this0499154500
@tanyasinha_
@jagersbergknut
@tfnbreakingnews
@enricomolinari
@hakomtimeseries

Top Replied-To in G3:
@cryptoninjaco
@nodexl
@petervieth
@mihkal
@turvanen
@hpmaatta
@marcowenjones
@ipekbrs
@mglopolimeno
@officialoksy

Top Replied-To in G4:
@zorrotzbizi
@pukerrainbrow
@conspirator0
@digitalcoeliac
@max453767
@achillecorrege
@gephi
@unipioneer
@rowanrush
@franciscodiluch

Top Replied-To in G6:
@quinnanya

Top Replied-To in G8:
@michaelbathurst

Top Replied-To in G9:
@jelilensis

Top Replied-To in G10:
@joeabbey

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@nodexl
@khulood_almani
@gephi
@enilev
@bimedotcom
@evasmartai
@jagersbergknut
@this0499154500
@mihkal

Top Mentioned in G1:
@chidambara09
@khulood_almani
@bimedotcom
@evasmartai
@jagersbergknut
@enilev
@edventure9
@nodexl
@sonu_monika
@betamoroney

Top Mentioned in G2:
@chidambara09
@nodexl
@this0499154500
@khulood_almani
@allhoff_joachim
@enilev
@docassar
@enricomolinari
@spirosmargaris
@gephi

Top Mentioned in G3:
@twitterapi
@nodexl
@mihkal
@marcowenjones
@gephi
@kremlinrussia_e
@was3210
@masterdataminer
@fluffy14579147
@petervieth

Top Mentioned in G4:
@gephi
@dkennedyhands
@_atanas_
@socioviz
@netlytic
@3r1ng
@conspirator0
@dhpsp
@digitalcoeliac
@datahack_

Top Mentioned in G5:
@pingkunga
@rengeoku

Top Mentioned in G6:
@naudgnit
@jberenike
@wagnercosima
@agmldh
@adhorg
@felwert
@umblaetterer
@dhd2022
@dhdinfo
@quinnanya

Top Mentioned in G7:
@chidambara09
@pharmacypodcast
@evankirstel
@rwang0
@startuphealth
@ci4cc
@ciochime
@cerner
@rasushrestha
@irmaraste

Top Mentioned in G8:
@gephi
@shadow3413
@nicolasbchb
@dadideo
@annemarierush
@verukita1
@lorimoreno
@floreclaudia3
@adenisov007
@hashtagmarketi7

Top Mentioned in G9:
@jelilensis
@academicchatter

Top Mentioned in G10:
@saintsat0shi
@larry0x
@wosmongton

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@yordimx
@morolswediu
@evankirstel
@jfsebastian146
@cotey_mary
@ansisegle

Top Tweeters in G1:
@chidambara09
@codedailybot
@jfsebastian146
@pythonexpertbot
@forbes
@lkafle
@rldi_lamy
@mdrechsler
@gosquad22
@junjudapi

Top Tweeters in G2:
@cybersec_feeds
@xaelbot
@morolswediu
@fluttbot
@azuerbot
@botsecx
@aprogrammerbot
@codewithtwitchi
@nicochan33
@goaidev

Top Tweeters in G3:
@cotey_mary
@ansisegle
@kostian_v
@chihuu
@ipeltonen
@seishunpower
@kortteus
@vmlemon
@marcowenjones
@tucmo

Top Tweeters in G4:
@b_sputnik
@redthebot_
@corvomecanique
@barripdmx
@_atanas_
@acfou
@conspirator0
@3r1ng
@sciencecommuni2
@dhpsp

Top Tweeters in G5:
@ugm_fess
@jbmoreno
@pingkunga
@juliethblues
@mathildaloco
@andilkley
@onea_no
@mundografico
@junosz
@gonzalezrjh

Top Tweeters in G6:
@msiemund
@quinnanya
@wikidata
@felwert
@umblaetterer
@swagunke
@dhdinfo
@dta_cthomas
@adhorg
@jberenike

Top Tweeters in G7:
@evankirstel
@fabriciosx
@rwang0
@pharmacypodcast
@irmaraste
@cottila
@rasushrestha
@ci4cc
@cerner
@startuphealth

Top Tweeters in G8:
@lorimoreno
@edward733
@lawrence_wray
@shadow3413
@annemarierush
@dadideo
@chrisgalesmusic
@adenisov007
@lisa_tannert
@nicolasbchb

Top Tweeters in G9:
@academicchatter
@aarontay
@comprof1
@vinita_gowda
@glenn_hadikin
@peterchisom97
@mckaylarose99
@kaonashi_ww
@jelilensis
@makeresearchfun

Top Tweeters in G10:
@joeabbey
@larry0x
@0xmartins
@nahaarisnotrust
@saintsat0shi
@wosmongton
@blockpane


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