marc_smith, Twitter, 10/7/2021 10:49:38 PM, 264023


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marc_smith_2021-10-07_15-42-21.xlsx
marc_smith_2021-10-07_15-42-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2021
Short Description:
marc_smith via NodeXL https://bit.ly/3iDuXZR
@ballislife
@mr_smith_econ
@docassar
@albertoemachado
@thatkevinsmith
@marc_smith
@marcbernardin
@nebraskasower
@hashtagmarketi7
@emmabootje

Top hashtags:
#nodexl
#fatmanbeyond
#influencermarketing
#internationalpodcastday

Description:
Description
The graph represents a network of 895 Twitter users whose tweets in the requested range contained "marc_smith", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 October 2021 at 22:43 UTC.

The requested start date was Thursday, 07 October 2021 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 13-day, 16-hour, 33-minute period from Thursday, 23 September 2021 at 04:54 UTC to Wednesday, 06 October 2021 at 21:27 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 : 895
Unique Edges : 814
Edges With Duplicates : 1302
Total Edges : 2116
Number of Edge Types : 5
Retweet : 457
MentionsInRetweet : 869
Mentions : 463
Replies to : 148
Tweet : 179
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.0479041916167665
Reciprocated Edge Ratio : 0.0914285714285714
Connected Components : 194
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 211
Maximum Edges in a Connected Component : 1025
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.746063
Graph Density : 0.001531001212303
Modularity : 0.540131
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 895 Twitter users whose tweets in the requested range contained "marc_smith", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 October 2021 at 22:43 UTC.

The requested start date was Thursday, 07 October 2021 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 13-day, 16-hour, 33-minute period from Thursday, 23 September 2021 at 04:54 UTC to Wednesday, 06 October 2021 at 21:27 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 : marc_smith
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=262873
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263326
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263345
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262269
[4] https://www.axios.com/marc-lasry-ozy-media-155f11ce-979e-4191-befc-3faaa6dc870b.html
[4] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-928-tickets-175662971677
[4] https://power357radio.com/
[4] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[4] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262262

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262873
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263326
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263345
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262269
[4] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262262
[3] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262803
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263445
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262931

Top URLs in Tweet in G3:
[4] https://power357radio.com/
[2] https://anchor.fm/marc-sims8/episodes/Forget-About-Your-People-Syron-Smith-e169qnv
[2] https://www.nashvillearrests.com/
[2] https://bombshellradio.com/
[2] https://bombshellradio.com/best-of-the-best-elliot-smith/
[2] https://platinumvibesradio.com/
[2] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=firsticon06-20&field-keywords=Marc_Anthony,_Will_Smith,_Bad_Bunny_-_Esta_Rico_
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fmarc.campbell%2Fvideos%2F10220485929510622%2F
[1] https://shoutout.wix.com/so/d6Nlfn3qw?languageTag=en
[1] https://www.linkedin.com/slink?code=gYWYHbmn

Top URLs in Tweet in G4:
[4] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-928-tickets-175662971677
[2] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-105-tickets-182163695517
[1] https://twitter.com/thatkevinsmith/status/1442212438552702977
[1] https://youtube.com/KevinSmith

Top URLs in Tweet in G5:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalofinfection.com%2Farticle%2FS0163-4453%2821%2900392-3%2Ffulltext&rc=0
[1] https://twitter.com/Alicia1984N/status/1445385182597550095?s=20
[1] https://twitter.com/mr_Smith_Econ/status/1440333955660533764?s=20
[1] https://www.science.org/doi/full/10.1126/science.abh1282?cookieSet=1
[1] https://www.youtube.com/watch?v=HLNhPMQnWu4

[1] https://twitter.com/markvanasten/status/1440631621212786693
[1] https://twitter.com/mr_Smith_Econ/status/1445352464597798912
[1] https://www.linkedin.com/posts/dr-marc-jacobs-885b1430_het-kersen-plukken-overstijgt-de-seizoenen-activity-6844918081928654848-I7TV/
[1] https://nypost.com/2021/10/04/bridgerton-emmy-winner-marc-pilcher-dead-at-53-of-covid-19/

Top URLs in Tweet in G6:
[1] https://www.espn.com/mma/story/_/id/32339358/nate-diaz-francis-ngannou-jorge-masvidal-ufc-stars-no-fights-lined-up

Top URLs in Tweet in G10:
[1] https://twitter.com/SeedifyFund/status/1441046344416706570
[1] https://play.google.com/store/apps/details?id=com.gamee.arc8.android.app
[1] https://forms.gle/jvM4qt2smqcA5bTK7

Top Domains
Top Domains in Tweet in Entire Graph:
[42] nodexlgraphgallery.org
[14] eventbrite.com
[13] twitter.com
[5] youtube.com
[4] linkedin.com
[4] axios.com
[4] power357radio.com
[4] bombshellradio.com
[4] datajournalism.com
[3] inquirer.com

Top Domains in Tweet in G2:
[42] nodexlgraphgallery.org
[8] eventbrite.com
[1] wikipedia.org
[1] powerbi.com
[1] mtr.cool
[1] smh.re
[1] twitter.com

Top Domains in Tweet in G3:
[4] bombshellradio.com
[4] power357radio.com
[3] twitter.com
[2] anchor.fm
[2] nashvillearrests.com
[2] platinumvibesradio.com
[2] amazon.com
[2] instagram.com
[1] facebook.com
[1] wix.com

Top Domains in Tweet in G4:
[6] eventbrite.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] elsevierhealth.com
[1] science.org
[1] youtube.com
[1] linkedin.com
[1] nypost.com

Top Domains in Tweet in G6:
[1] espn.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] google.com
[1] forms.gle

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] nodexl
[19] fatmanbeyond
[13] influencermarketing
[12] internationalpodcastday
[10] phdchat
[9] ff
[7] northampton
[7] nowplaying
[6] df21
[6] reading



Top Hashtags in Tweet in G2:
[20] nodexl
[13] influencermarketing
[10] phdchat
[9] ff
[6] df21
[5] socialmedia
[5] firstamendment
[5] smle2022
[5] smc2021
[5] smprofs

Top Hashtags in Tweet in G3:
[7] nowplaying
[2] ufc266
[2] nashvillearrests
[1] spx
[1] stocks
[1] nyse
[1] nasdaq
[1] evergrande
[1] blacktwitter
[1] blackpeople

Top Hashtags in Tweet in G4:
[17] fatmanbeyond
[12] internationalpodcastday
[1] starwarsvisions
[1] foundation

Top Hashtags in Tweet in G5:
[1] immunitydebt
[1] stopmarcvegt

Top Hashtags in Tweet in G6:
[2] ufc266
[1] entanglement
[1] michaeljordancrying

Top Hashtags in Tweet in G7:
[1] patriots

Top Hashtags in Tweet in G9:
[4] cowboys
[2] packers

Top Hashtags in Tweet in G10:
[2] celestial
[2] play2earn
[2] playtoearn
[1] nft
[1] gamee

Top Words
Top Words in Tweet in Entire Graph:
[439] marc
[379] gasol
[377] draft
[324] smith
[194] brown
[190] aaron
[189] lakers
[189] kwame
[189] javaris
[189] crittenton

Top Words in Tweet in G1:
[377] gasol
[377] draft
[189] lakers
[189] kwame
[189] brown
[189] javaris
[189] crittenton
[189] aaron
[189] mckie
[189] rights

Top Words in Tweet in G2:
[86] nodexl
[36] marc_smith
[24] docassar
[23] michaelbathurst
[23] albertoemachado
[20] #nodexl
[19] network
[19] social
[18] top
[15] jeremyhl

Top Words in Tweet in G3:
[119] smith
[101] marc
[38] anthony
[34] bad
[34] bunny
[33] rico
[23] official
[22] letra
[13] best
[12] curles

Top Words in Tweet in G4:
[70] marcbernardin
[68] thatkevinsmith
[56] live
[53] svcantina
[40] night
[32] fat
[28] man
[26] beyond
[25] tuesday
[25] talk

Top Words in Tweet in G5:
[60] mr_smith_econ
[54] marc_veld
[24] dat
[20] rcsmit
[17] die
[16] wouterkeller
[16] desinformatie
[16] hem
[14] worden
[14] immunoloog

Top Words in Tweet in G6:
[19] marc_raimondi
[9] espnmma
[7] smith
[5] tate
[4] ufc
[4] against
[4] jones
[3] looked
[3] made
[3] fight

Top Words in Tweet in G7:
[21] smith
[19] marc_bertrand
[15] jonnu
[6] game
[5] needs
[4] pats
[3] saints
[2] probably
[2] sit
[2] henry

Top Words in Tweet in G8:
[21] death
[20] join
[20] september
[20] 25
[20] 10
[20] 00
[20] cst
[20] fb
[20] live
[20] discuss

Top Words in Tweet in G9:
[9] smith
[7] jaylon
[6] lb
[5] adamschefter
[5] cowboys
[5] move
[4] #cowboys
[4] surprise
[3] bowl
[3] moving

Top Words in Tweet in G10:
[2] another
[2] airdrop
[2] incoming
[2] coinmarketcap
[2] thank
[2] chosing
[2] #celestial
[2] listed
[2] token
[2] finish

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[191] marc,gasol
[189] kwame,brown
[189] brown,javaris
[189] javaris,crittenton
[189] crittenton,aaron
[189] aaron,mckie
[189] mckie,draft
[189] draft,rights
[189] rights,marc
[189] gasol,future

Top Word Pairs in Tweet in G1:
[189] kwame,brown
[189] brown,javaris
[189] javaris,crittenton
[189] crittenton,aaron
[189] aaron,mckie
[189] mckie,draft
[189] draft,rights
[189] rights,marc
[189] marc,gasol
[189] gasol,future

Top Word Pairs in Tweet in G2:
[15] nodexl,nodexl
[12] docassar,marc_smith
[11] michaelbathurst,rootnk
[11] top,hashtags
[10] rootnk,docassar
[10] social,network
[10] network,analysis
[10] #influencermarketing,nodexl
[10] nodexl,allesundnix_
[9] marc_smith,nodexl

Top Word Pairs in Tweet in G3:
[37] marc,anthony
[34] bad,bunny
[33] anthony,smith
[31] smith,bad
[28] bunny,rico
[22] rico,official
[22] official,letra
[12] marc,smith
[12] marc,curles
[7] nick,smith

Top Word Pairs in Tweet in G4:
[28] fat,man
[25] man,beyond
[24] tuesday,night
[24] night,marcbernardin
[24] marcbernardin,return
[24] return,svcantina
[24] svcantina,talk
[24] talk,nerdy
[24] nerdy,dirty
[24] dirty,fat

Top Word Pairs in Tweet in G5:
[14] immunoloog,marc_veld
[14] marc_veld,beschuldigt
[14] beschuldigt,hem
[14] hem,desinformatie
[14] desinformatie,econometrist
[14] econometrist,mr_smith_econ
[14] mr_smith_econ,slaat
[14] slaat,terug
[14] terug,mogelijks
[13] wouterkeller,immunoloog

Top Word Pairs in Tweet in G6:
[3] anthony,smith
[2] ufc's,year
[2] year,end
[2] end,slate
[2] slate,already
[2] already,taking
[2] taking,shape
[2] shape,marc_raimondi
[2] marc_raimondi,looked
[2] looked,next

Top Word Pairs in Tweet in G7:
[14] jonnu,smith
[9] marc_bertrand,jonnu
[3] smith,needs
[2] jonu,smith

Top Word Pairs in Tweet in G8:
[20] join,september
[20] september,25
[20] 25,10
[20] 10,00
[20] 00,cst
[20] cst,fb
[20] fb,live
[20] live,discuss
[20] discuss,alternatives
[20] alternatives,death

Top Word Pairs in Tweet in G9:
[7] jaylon,smith
[6] lb,jaylon
[2] keep,eye
[2] eye,#packers
[2] #packers,former
[2] former,#cowboys
[2] #cowboys,pro
[2] pro,bowl
[2] bowl,lb
[2] smith,sources

Top Word Pairs in Tweet in G10:
[2] another,airdrop
[2] airdrop,incoming
[2] incoming,coinmarketcap
[2] coinmarketcap,thank
[2] thank,chosing
[2] chosing,#celestial
[2] #celestial,listed
[2] listed,token
[2] token,finish
[2] finish,requests

Top Replied-To
Top Replied-To in Entire Graph:
@marc_veld
@mr_smith_econ
@marc_bertrand
@xubeauty06
@rcsmit
@jonsolomon
@auke_terlouw
@wouterkeller
@_breannafaye
@pmgrabowski

Top Replied-To in G2:
@katestarbird
@jeremyhl
@albertoemachado
@metoscm
@marc_smith
@nodexl_mktng

Top Replied-To in G4:
@jdmoraleswrites

Top Replied-To in G5:
@marc_veld
@mr_smith_econ
@rcsmit
@auke_terlouw
@wouterkeller
@markvanasten
@rogier_de_groot
@zeejoost
@marinka43983596
@theodorus_vii

Top Replied-To in G6:
@iliesmkt
@phantomaudio_
@aaonline94
@marc_raimondi
@espnmma
@brylockster
@riseupchopon

Top Replied-To in G7:
@marc_bertrand
@ptpgolf

Top Replied-To in G9:
@chknnugzrfamily

Top Replied-To in G10:
@mansura91191835

Top Mentioned
Top Mentioned in Entire Graph:
@ballislife
@thatkevinsmith
@marcbernardin
@svcantina
@mr_smith_econ
@marc_veld
@nodexl
@marc_smith
@michaelbathurst
@albertoemachado

Top Mentioned in G1:
@ballislife

Top Mentioned in G2:
@nodexl
@marc_smith
@michaelbathurst
@albertoemachado
@docassar
@godfrey_g_
@allesundnix_
@thecoinfluence
@jocialofficial
@chidambara09

Top Mentioned in G3:
@leggy_scott
@jeanilin109
@cityduncanville

Top Mentioned in G4:
@marcbernardin
@thatkevinsmith
@svcantina
@svcan
@darknatereturns

Top Mentioned in G5:
@mr_smith_econ
@marc_veld
@rcsmit
@wouterkeller
@wybrenvanhaga
@thierrybaudet
@eerdmans
@hommel_b
@waukema

Top Mentioned in G6:
@marc_raimondi
@espnmma
@nickdiaz209
@espn
@magikilla
@thesergvicente
@mcgregors_ankle
@sportscenter
@deniznycm
@schwags_7

Top Mentioned in G7:
@marc_bertrand
@scottzolak

Top Mentioned in G8:
@justicebeat2day

Top Mentioned in G9:
@adamschefter
@rapsheet
@mikegarafolo
@fbh_sc00by
@umainemark72
@410_marc
@jeremywingert79

Top Mentioned in G10:
@coinmarketcap
@sabbirh16302686
@asadull53081344
@nairdrop666
@yankuba74028460
@airdropdet
@gamecelt
@mansura91191835

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@cybersec_feeds
@dynamocooligan
@chidambara09
@unlewis
@botliberalisme
@jfsebastian146
@dataaugmented
@brandonmscales
@godfrey_g_

Top Tweeters in G1:
@unlewis
@cordellcockett3
@kayceeamari
@ayeeelildeion
@ogleak
@likemikeyoung
@absmoove
@heyricosuavedos
@striken_bowser7
@swagboitez

Top Tweeters in G2:
@marshawright
@cybersec_feeds
@chidambara09
@jfsebastian146
@dataaugmented
@godfrey_g_
@valaafshar
@fluttbot
@slackhq
@nealschaffer

Top Tweeters in G3:
@derekrootboy
@power3572
@jamatlanta
@kawonjenkins1
@chavalier24
@driver_bd_bot
@wepafmspotlight
@bombshell_radio
@gisby_marc
@succotashshow

Top Tweeters in G4:
@dynamocooligan
@brandonmscales
@slappy_san
@americancousin1
@philthepromoter
@brucerockac
@jeremylongmd
@erik_blades
@swautograph
@jeffhun27171138

Top Tweeters in G5:
@volkskrant
@jacfertuten
@nkat140452
@mkeulemans
@hommel_b
@sanbent1
@thehorizonx
@rcsmit
@renniehooi
@totalbpm

Top Tweeters in G6:
@sportscenter
@espn
@marc_raimondi
@phantomaudio_
@espnmma
@iliesmkt
@brylockster
@magikilla
@thesergvicente
@ryan_romani

Top Tweeters in G7:
@scottzolak
@lundgaardk
@ljs527
@filthy_oar
@patronick328
@ptpgolf
@scatpackbmac
@medssu2015
@thanos73
@dianema99296699

Top Tweeters in G8:
@athenasidiropo2
@girlintheknow03
@luchaporpaz
@jettica65
@karineomry
@cnocbeag
@bde18
@thecollectived1
@maskupplaguerat
@purpleg26674727

Top Tweeters in G9:
@rapsheet
@mikegarafolo
@umainemark72
@adamschefter
@kirkland_marc
@chknnugzrfamily
@jeremywingert79
@marc_gagnon7
@treyfeb12
@fbh_sc00by

Top Tweeters in G10:
@coinmarketcap
@asadull53081344
@nairdrop666
@airdropdet
@marc_smith_dr
@sabbirh16302686
@gamecelt
@mansura91191835
@yankuba74028460


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