gephi, Twitter, 3/29/2022 1:27:43 AM, 273930


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gephi_2022-03-28_18-24-32.xlsx
gephi_2022-03-28_18-24-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 29, 2022
Short Description:
gephi via NodeXL https://bit.ly/36UpET9
@chidambara09
@gephi
@marcowenjones
@mihkal
@michaelbathurst
@this0499154500
@naudgnit
@nodexl
@i_azimova
@netfrixp

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

Description:
Description
The graph represents a network of 526 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, 29 March 2022 at 01:24 UTC.

The requested start date was Tuesday, 29 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, 19-hour, 54-minute period from Tuesday, 15 March 2022 at 02:45 UTC to Sunday, 27 March 2022 at 22:40 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 : 526
Unique Edges : 929
Edges With Duplicates : 2386
Total Edges : 3315
Number of Edge Types : 5
Retweet : 288
MentionsInRetweet : 1728
Replies to : 150
Tweet : 47
Mentions : 1102
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.0607966457023061
Reciprocated Edge Ratio : 0.114624505928854
Connected Components : 68
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 347
Maximum Edges in a Connected Component : 3074
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.829388
Graph Density : 0.00549701249321021
Modularity : 0.312803
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 526 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, 29 March 2022 at 01:24 UTC.

The requested start date was Tuesday, 29 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, 19-hour, 54-minute period from Tuesday, 15 March 2022 at 02:45 UTC to Sunday, 27 March 2022 at 22:40 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:
[38] https://www.maltego.com/
[38] https://www.graphistry.com/
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273423
[7] https://gephi.org/
[6] https://github.com/t-duan/dhd2022
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272771
[2] https://gephi.org/toolkit/
[2] https://gephi.github.io/
[2] https://jbmoreno.es/blog/auditoria-seo-enlaces-internos/
[2] http://miriamposner.com/dh101f15/index.php/creating-a-network-graph-with-gephi/

Top URLs in Tweet in G1:
[30] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273423
[6] https://github.com/t-duan/dhd2022
[2] http://miriamposner.com/dh101f15/index.php/creating-a-network-graph-with-gephi/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272771
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://drive.google.com/file/d/19ur7WB1Dvlcau6NyDx_286n3dl_VHQtE/view?usp%3Dsharing&followup=https://drive.google.com/file/d/19ur7WB1Dvlcau6NyDx_286n3dl_VHQtE/view?usp%3Dsharing
[1] https://gephi.org/
[1] https://seinecle.github.io/gephi-tutorials/generated-html/using-filters-en.html#_discovering_the_filter_panel
[1] https://www.smrfoundation.org/nodexl/automation/
[1] https://senereko.hypotheses.org/109

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273423
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272771

Top URLs in Tweet in G3:
[38] https://www.maltego.com/
[38] https://www.graphistry.com/
[1] https://www.datawrapper.de/
[1] https://gephi.org/
[1] https://kumu.io/
[1] https://netlytic.org/
[1] https://flourish.studio/

Top URLs in Tweet in G4:
[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
[1] https://twitter.com/azharieazharou/status/1503957664568848394
[1] https://jbmoreno.es/blog/auditoria-seo-enlaces-internos/
[1] https://marketingok.es/auditoria-web-en-galicia/
[1] https://twitter.com/search?q=%40fromAlias%20gephi&src=typed_query&f=live
[1] https://twitter.com/marcowenjones/status/1506210858845851649
[1] https://search.maven.org/#artifactdetails%7Corg.gephi%7Cgephi-maven-plugin%7C1.2.6%7Cpom

Top URLs in Tweet in G5:
[1] https://gephi.github.io/

Top URLs in Tweet in G7:
[1] https://skewed.de/tiago/blog/descriptive-inferential
[1] https://github.com/gephi/gephi/discussions/2440
[1] https://en.snapod.net/podcast-1/episode/20a23035/netfrix-ep05-communities-in-networks-the-2-law-of-networks
[1] https://en.snapod.net/podcast-he-1/episode/987d0527/netfrix-ep05-2

Top URLs in Tweet in G10:
[2] https://github.com/gvegayon/rgexf

Top Domains
Top Domains in Tweet in Entire Graph:
[39] nodexlgraphgallery.org
[38] maltego.com
[38] graphistry.com
[12] github.com
[9] gephi.org
[6] twitter.com
[4] github.io
[3] jbmoreno.es
[2] maven.org
[2] skewed.de

Top Domains in Tweet in G1:
[32] nodexlgraphgallery.org
[6] github.com
[2] miriamposner.com
[1] google.com
[1] gephi.org
[1] github.io
[1] smrfoundation.org
[1] hypotheses.org

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[38] maltego.com
[38] graphistry.com
[1] datawrapper.de
[1] gephi.org
[1] kumu.io
[1] netlytic.org
[1] flourish.studio

Top Domains in Tweet in G4:
[4] twitter.com
[2] maven.org
[1] github.io
[1] youtube.com
[1] github.com
[1] jbmoreno.es
[1] marketingok.es
[1] twitch.tv

Top Domains in Tweet in G5:
[1] github.io

Top Domains in Tweet in G7:
[2] snapod.net
[1] skewed.de
[1] github.com

Top Domains in Tweet in G10:
[2] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] gephi
[40] salesforce
[33] python
[32] bigdata
[31] flutter
[30] nodexl
[30] linux
[29] javascript
[22] socialmedia
[21] 100daysofcode



Top Hashtags in Tweet in G1:
[16] gephi
[10] salesforce
[8] python
[7] nodexl
[7] javascript
[7] flutter
[7] linux
[5] bigdata
[5] 100daysofcode
[3] networkanalysis

Top Hashtags in Tweet in G2:
[32] gephi
[30] salesforce
[27] bigdata
[24] flutter
[24] python
[23] linux
[22] javascript
[21] socialmedia
[17] nodexl
[16] 100daysofcode

Top Hashtags in Tweet in G3:
[1] osint

Top Hashtags in Tweet in G4:
[7] gephi
[3] nodexl
[3] wikipedia
[2] selenium
[2] vino
[2] ezgif
[1] network
[1] visualization
[1] backboris
[1] disegni

Top Hashtags in Tweet in G9:
[6] osint

Top Hashtags in Tweet in G10:
[2] rstats
[2] sna

Top Words
Top Words in Tweet in Entire Graph:
[316] gephi
[225] nodexl
[172] chidambara09
[104] mihkal
[97] data
[93] michaelbathurst
[91] this0499154500
[86] co
[82] docassar
[70] umblaetterer

Top Words in Tweet in G1:
[164] nodexl
[124] gephi
[107] chidambara09
[85] mihkal
[70] michaelbathurst
[67] this0499154500
[57] umblaetterer
[57] docassar
[54] xeronbot
[44] marcowenjones

Top Words in Tweet in G2:
[65] chidambara09
[52] nodexl
[42] khulood_almani
[34] danfiehn
[32] #gephi
[32] enilev
[30] #salesforce
[29] thank
[29] edventure9
[29] bimedotcom

Top Words in Tweet in G3:
[81] co
[38] overload
[38] data
[38] prevent
[38] seeing
[38] important
[38] stuff
[38] try
[38] sax2n6lr30
[38] 7anjuyrntl

Top Words in Tweet in G4:
[29] gephi
[7] #gephi
[6] gt
[5] plugin
[4] meu
[4] clic
[4] maven
[3] look
[3] social
[3] network

Top Words in Tweet in G5:
[24] charmsblowpop
[23] lambdacalculus7
[23] mysocalledninja
[23] leisurenaut
[23] urbanelevations
[23] curmudgeon_red
[23] hellosnafu
[23] johnjhacking
[23] uamemesforces
[23] lazybossusa

Top Words in Tweet in G6:
[2] michaelbathurst

Top Words in Tweet in G7:
[22] gephi
[12] jacomyma
[11] alexgekker
[7] better
[7] more
[7] hidden
[6] leiden
[5] communities
[4] granularity
[4] use

Top Words in Tweet in G9:
[12] today
[7] social
[6] time
[6] flies
[6] having
[6] fun
[6] day
[6] #osint
[6] module
[6] expert

Top Words in Tweet in G10:
[5] tracyburkettt
[5] gephi
[3] saminaref
[3] delabjl
[3] coding
[2] gvegayon
[2] #rstats
[2] #sna

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] mihkal,nodexl
[67] gephi,mihkal
[67] nodexl,umblaetterer
[67] umblaetterer,xeronbot
[51] xeronbot,michaelbathurst
[50] gephi,nodexl
[44] chidambara09,gephi
[39] chidambara09,docassar
[39] nodexl,chidambara09
[38] overload,data

Top Word Pairs in Tweet in G1:
[80] mihkal,nodexl
[54] gephi,mihkal
[54] nodexl,umblaetterer
[54] umblaetterer,xeronbot
[40] xeronbot,michaelbathurst
[39] gephi,nodexl
[36] one,fetch
[36] fetch,data
[36] chidambara09,gephi
[34] chidambara09,docassar

Top Word Pairs in Tweet in G2:
[29] bimedotcom,khulood_almani
[29] khulood_almani,evasmartai
[24] edventure9,sonu_monika
[24] sonu_monika,bimedotcom
[20] evasmartai,ravidugh
[20] ravidugh,sallyeaves
[19] chidambara09,danfiehn
[19] danfiehn,edventure9
[16] sallyeaves,jagersbergknut
[15] mihkal,nodexl

Top Word Pairs in Tweet in G3:
[38] overload,data
[38] data,prevent
[38] prevent,seeing
[38] seeing,important
[38] important,stuff
[38] stuff,try
[38] try,co
[38] co,sax2n6lr30
[38] sax2n6lr30,co
[38] co,7anjuyrntl

Top Word Pairs in Tweet in G4:
[4] gt,gt
[4] gephi,maven
[4] maven,plugin
[3] social,network
[2] look,forward
[2] data,gephi
[2] #wikipedia,#nodexl
[2] #nodexl,#gephi
[2] #gephi,#ezgif
[2] release,gephi

Top Word Pairs in Tweet in G5:
[23] urbanelevations,curmudgeon_red
[23] curmudgeon_red,hellosnafu
[23] hellosnafu,johnjhacking
[23] johnjhacking,uamemesforces
[23] uamemesforces,lazybossusa
[23] lazybossusa,been_wild
[22] youranonnews,snipethesnipers
[22] snipethesnipers,archcityanon
[21] archcityanon,gephi
[21] lambdacalculus7,mysocalledninja

Top Word Pairs in Tweet in G7:
[9] alexgekker,gephi
[8] jacomyma,gephi
[3] gephi,jacomyma
[2] more,consistency
[2] ability,spot
[2] leiden,better
[2] gephi,well
[2] find,clusters
[2] bayesian,inference
[2] __maintenance,barzik

Top Word Pairs in Tweet in G9:
[6] time,flies
[6] flies,having
[6] having,fun
[6] fun,today
[6] today,day
[6] day,#osint
[6] #osint,module
[6] module,expert
[6] expert,today
[6] today,social

Top Word Pairs in Tweet in G10:
[3] saminaref,tracyburkettt
[3] tracyburkettt,delabjl
[2] gvegayon,saminaref
[2] tracyburkettt,gephi
[2] delabjl,coding
[2] coding,#rstats
[2] #rstats,#sna
[2] #sna,gephi

Top Replied-To
Top Replied-To in Entire Graph:
@alexgekker
@docassar
@americanhacker
@jacomyma
@danfiehn
@jerryaldrichiii
@this0499154500
@enilev
@linwoodshorse
@nodexl

Top Replied-To in G1:
@nodexl
@cryptoninjaco
@hpmaatta
@turvanen
@trntkzlk
@petervieth
@officialoksy
@waterood1
@hairyloon
@tonyworgan

Top Replied-To in G2:
@docassar
@danfiehn
@enilev
@this0499154500
@tanyasinha_
@michaelbathurst
@tfnbreakingnews
@salhaj
@hakomtimeseries
@eli_krumova

Top Replied-To in G5:
@americanhacker
@jerryaldrichiii
@linwoodshorse
@goharg72
@lambdacalculus7
@deviancele

Top Replied-To in G6:
@michaelbathurst

Top Replied-To in G7:
@alexgekker
@jacomyma
@chaim_harpaz
@larsdewildt
@netfrixp

Top Replied-To in G8:
@pukerrainbrow

Top Replied-To in G10:
@tracyburkettt
@gvegayon
@saminaref

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@gephi
@nodexl
@mihkal
@michaelbathurst
@this0499154500
@umblaetterer
@docassar
@xeronbot
@marcowenjones

Top Mentioned in G1:
@chidambara09
@nodexl
@mihkal
@gephi
@michaelbathurst
@this0499154500
@umblaetterer
@docassar
@xeronbot
@marcowenjones

Top Mentioned in G2:
@chidambara09
@khulood_almani
@edventure9
@bimedotcom
@evasmartai
@sonu_monika
@nodexl
@sallyeaves
@enilev
@danfiehn

Top Mentioned in G3:
@norosint

Top Mentioned in G4:
@rengeoku

Top Mentioned in G5:
@charmsblowpop
@mysocalledninja
@leisurenaut
@urbanelevations
@curmudgeon_red
@hellosnafu
@johnjhacking
@uamemesforces
@lazybossusa
@been_wild

Top Mentioned in G6:
@gephi
@shadow3413
@nicolasbchb
@dadideo
@annemarierush
@verukita1
@lorimoreno
@floreclaudia3
@adenisov007
@hashtagmarketi7

Top Mentioned in G7:
@gephi
@jacomyma
@__maintenance
@barzik
@youvalv
@liran_tal
@netfrixp

Top Mentioned in G8:
@kaijufrenz
@imredelephant
@tphealy
@xzloops
@df07dd951ad0420
@gephi

Top Mentioned in G9:
@aware_online

Top Mentioned in G10:
@tracyburkettt
@gephi
@delabjl
@saminaref
@gvegayon

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@yordimx
@morolswediu
@sandradunn1955
@jfsebastian146
@lorimoreno
@fabriciosx

Top Tweeters in G1:
@sectest9
@xaelbot
@codedailybot
@morolswediu
@sandradunn1955
@jfsebastian146
@fluttbot
@margymayell
@thewealthzone
@azuerbot

Top Tweeters in G2:
@chidambara09
@fabriciosx
@nicochan33
@caring_mobile
@forbes
@lkafle
@rldi_lamy
@mdrechsler
@spirosmargaris
@rosiaxbot

Top Tweeters in G3:
@rdsweb
@mirin_dap
@0xoverflow
@andres_riscv
@actorexpose
@phil_b_reed
@aneilan
@shad0wbits
@sergiobm99
@leavethewest

Top Tweeters in G4:
@shfjri
@lutraepicurea
@toodbaba
@asfmavenrelease
@juliethblues
@mathildaloco
@totetmatt
@jenniferisve
@andilkley
@fahrinaufal_

Top Tweeters in G5:
@youranonnews
@hellosnafu
@charmsblowpop
@johnjhacking
@jerryaldrichiii
@urbanelevations
@goharg72
@curmudgeon_red
@archcityanon
@lambdacalculus7

Top Tweeters in G6:
@lorimoreno
@edward733
@lawrence_wray
@shadow3413
@annemarierush
@dadideo
@chrisgalesmusic
@adenisov007
@lisa_tannert
@nicolasbchb

Top Tweeters in G7:
@barzik
@youvalv
@liran_tal
@alexgekker
@jacomyma
@larsdewildt
@__maintenance
@chaim_harpaz
@netfrixp
@analysisparal

Top Tweeters in G8:
@tphealy
@pukerrainbrow
@imredelephant
@df07dd951ad0420
@i_azimova
@xzloops
@kaijufrenz

Top Tweeters in G9:
@kas_stoner
@jayeshmthakur
@hacker3j
@aware_online
@crypto_maven
@azharhrp1717

Top Tweeters in G10:
@rstatstweet
@seanbruna
@delabjl
@tracyburkettt
@saminaref
@gvegayon


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