marc_smith, Twitter, 9/30/2021 10:47:23 PM, 263345


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marc_smith_2021-09-30_15-42-22.xlsx
marc_smith_2021-09-30_15-42-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 30, 2021
Short Description:
marc_smith via NodeXL https://bit.ly/3uqrpik
@marc_smith
@hashtagmarketi7
@docassar
@benioff
@mihkal
@thatkevinsmith
@marcbernardin
@zahras_b
@godfrey_g_
@mr_smith_econ

Top hashtags:
#df21
#nodexl
#salesforce
#dreamforce
#tableau
#fatmanbeyond
#ff
#phdchat

Description:
Description
The graph represents a network of 742 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, 30 September 2021 at 22:43 UTC.

The requested start date was Thursday, 30 September 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, 20-hour, 30-minute period from Thursday, 16 September 2021 at 01:02 UTC to Wednesday, 29 September 2021 at 21:32 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 : 742
Unique Edges : 782
Edges With Duplicates : 1324
Total Edges : 2106
Number of Edge Types : 5
Retweet : 325
MentionsInRetweet : 923
Tweet : 195
Mentions : 538
Replies to : 125
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.070935960591133
Reciprocated Edge Ratio : 0.13247470101196
Connected Components : 198
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 893
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.351491
Graph Density : 0.00197700346657646
Modularity : 0.475523
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 742 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, 30 September 2021 at 22:43 UTC.

The requested start date was Thursday, 30 September 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, 20-hour, 30-minute period from Thursday, 16 September 2021 at 01:02 UTC to Wednesday, 29 September 2021 at 21:32 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:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262269
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262262
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262873
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262387
[6] https://power357radio.com/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262033
[5] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[5] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[4] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-928-tickets-175662971677
[4] https://anchor.fm/marc-sims8/episodes/Forget-About-Your-People-Syron-Smith-e169qnv

Top URLs in Tweet in G1:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262269
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262262
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262873
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262387
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262033
[5] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[5] https://www.eventbrite.com/e/workshop-on-using-nodexl-to-develop-a-research-paper-tickets-165807880835?aff=eand
[4] 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=262931

Top URLs in Tweet in G2:
[6] https://power357radio.com/
[4] 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://salesforce.smh.re/wkB
[1] https://salesforce.smh.re/wyL
[1] https://salesforce.smh.re/wzZ

Top URLs in Tweet in G3:
[4] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-928-tickets-175662971677
[1] https://twitter.com/thatkevinsmith/status/1442212438552702977
[1] https://youtube.com/KevinSmith

Top URLs in Tweet in G4:
[2] https://www.medrxiv.org/content/10.1101/2021.08.20.21262158v1.full.pdf
[2] https://www.science.org/doi/full/10.1126/science.abj2258?cookieSet=1
[1] https://www.linkedin.com/posts/dr-marc-jacobs-885b1430_het-kersen-plukken-overstijgt-de-seizoenen-activity-6844918081928654848-I7TV/
[1] https://twitter.com/martinkulldorff/status/1430660291579105284
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-021-01316-7
[1] https://twitter.com/hvwerkhoven/status/1438027993545314306?s=20
[1] https://twitter.com/DGBassani/status/1431390188924768269?s=20
[1] https://www.science.org/doi/10.1126/scitranslmed.abi9915?cookieSet=1
[1] https://www.youtube.com/watch?v=HLNhPMQnWu4

[1] https://www.medrxiv.org/content/10.1101/2021.08.24.21262415v1.full

Top URLs in Tweet in G5:
[4] https://www.espn.com/mma/insider/story/_/id/32216104/ufc-fight-night-predictions-leg-kicks-experience-help-anthony-smith-ryan-spann-power
[2] https://www.espn.com/mma/story/_/id/32225130/ufc-fight-night-anthony-smith-vs-ryan-spann-live-updates-analysis
[1] https://www.espn.com/mma/story/_/id/32233574

Top URLs in Tweet in G9:
[1] https://play.google.com/store/apps/details?id=com.gamee.arc8.android.app
[1] https://twitter.com/SeedifyFund/status/1441046344416706570
[1] https://coinmarketcap.com/currencies/mobius-finance/airdrop/

Top URLs in Tweet in G10:
[1] https://salesforce.smh.re/_23
[1] https://salesforce.smh.re/zhe
[1] https://salesforce.smh.re/zge
[1] https://salesforce.smh.re/yaZ
[1] https://salesforce.smh.re/y0Q
[1] https://salesforce.smh.re/xwx
[1] https://salesforce.smh.re/xTE
[1] https://salesforce.smh.re/xDj
[1] https://salesforce.smh.re/wis
[1] https://salesforce.smh.re/whJ

Top Domains
Top Domains in Tweet in Entire Graph:
[80] nodexlgraphgallery.org
[27] smh.re
[17] twitter.com
[16] eventbrite.com
[7] espn.com
[6] power357radio.com
[6] youtube.com
[5] co.uk
[5] anchor.fm
[5] datajournalism.com

Top Domains in Tweet in G1:
[80] nodexlgraphgallery.org
[12] eventbrite.com
[5] datajournalism.com
[3] twitter.com
[2] co.uk
[1] mtr.cool
[1] linkedin.com
[1] who.int
[1] wikipedia.org
[1] gijn.org

Top Domains in Tweet in G2:
[17] smh.re
[6] power357radio.com
[5] anchor.fm
[4] twitter.com
[4] bombshellradio.com
[2] ctvnews.ca
[2] salesforce.com
[2] nashvillearrests.com
[2] platinumvibesradio.com
[2] amazon.com

Top Domains in Tweet in G3:
[4] eventbrite.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] medrxiv.org
[3] science.org
[1] linkedin.com
[1] nature.com
[1] youtube.com

Top Domains in Tweet in G5:
[7] espn.com

Top Domains in Tweet in G9:
[1] google.com
[1] twitter.com
[1] coinmarketcap.com

Top Domains in Tweet in G10:
[10] smh.re

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] df21
[35] nodexl
[30] salesforce
[29] dreamforce
[25] tableau
[16] fatmanbeyond
[13] ff
[13] phdchat
[11] nowplaying
[11] socialmedia



Top Hashtags in Tweet in G1:
[35] nodexl
[13] phdchat
[13] ff
[11] aejmc2021
[11] socialmedia
[10] smprofs
[9] prprofs
[9] smle2022
[9] aejmc21
[8] sociology

Top Hashtags in Tweet in G2:
[19] salesforce
[18] dreamforce
[18] df21
[15] tableau
[11] nowplaying
[3] music
[2] ufc266
[2] blackpeople
[2] syronsmith
[2] nashvillearrests

Top Hashtags in Tweet in G3:
[16] fatmanbeyond
[1] starwarsvisions
[1] foundation

Top Hashtags in Tweet in G5:
[11] ufcvegas37
[3] rt
[2] ufc266
[1] ufc

Top Hashtags in Tweet in G6:
[1] dst1913
[1] redstricting

Top Hashtags in Tweet in G7:
[1] patriots

Top Hashtags in Tweet in G9:
[3] playtoearn
[2] play2earn
[1] gamee
[1] nft
[1] metavoxel
[1] metaverse
[1] gamefi
[1] defi
[1] airdrop
[1] mobiusfinance

Top Hashtags in Tweet in G10:
[10] salesforce
[10] dreamforce
[10] df21
[10] tableau

Top Words
Top Words in Tweet in Entire Graph:
[370] smith
[271] marc
[224] nodexl
[140] live
[93] join
[88] 2021
[80] marcbernardin
[78] thatkevinsmith
[77] fat
[76] michaelbathurst

Top Words in Tweet in G1:
[224] nodexl
[76] michaelbathurst
[58] chidambara09
[57] albertoemachado
[54] godfrey_g_
[46] docassar
[45] marc_smith
[35] #nodexl
[35] ronald_vanloon
[33] jeremyhl

Top Words in Tweet in G2:
[133] smith
[110] marc
[44] anthony
[37] 2021
[36] bad
[36] bunny
[34] sep
[34] rico
[24] benioff
[23] salesforce

Top Words in Tweet in G3:
[80] marcbernardin
[78] thatkevinsmith
[77] fat
[55] live
[50] man
[40] svcantina
[39] night
[27] tonight
[27] clerks
[27] iii

Top Words in Tweet in G4:
[34] mr_smith_econ
[19] ajboekestijn
[18] marc_veld
[16] dat
[13] arjan_dussen
[10] niet
[9] wat
[9] zonder
[9] worden
[8] fritsander

Top Words in Tweet in G5:
[24] marc_raimondi
[22] smith
[16] anthony
[11] ufc
[11] #ufcvegas37
[11] espnmma
[9] ryan
[8] against
[7] fight
[6] spann

Top Words in Tweet in G6:
[27] president
[26] national
[26] ceo
[25] join
[25] live
[25] september
[25] 21
[25] dynamic
[25] discussion
[25] featuring

Top Words in Tweet in G7:
[21] smith
[19] marc_bertrand
[15] jonnu
[6] game
[5] needs
[4] pats
[3] play
[3] henry
[3] mcdaniels
[3] throw

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:
[3] #playtoearn
[3] metavoxel
[3] world
[2] mansura91191835
[2] sabbirh16302686
[2] asadull53081344
[2] nairdrop666
[2] yankuba74028460
[2] airdropdet
[2] #play2earn

Top Words in Tweet in G10:
[38] sep
[38] 2021
[19] smith
[19] jane
[19] fonda
[19] marc
[19] benioff
[19] join
[19] tue
[19] 21

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] nodexl,nodexl
[51] anthony,smith
[50] fat,man
[49] nodexl,chidambara09
[49] marc,benioff
[45] marc,anthony
[45] smith,jane
[43] jane,fonda
[37] bad,bunny
[37] fonda,marc

Top Word Pairs in Tweet in G1:
[82] nodexl,nodexl
[49] nodexl,chidambara09
[31] albertoemachado,ronald_vanloon
[31] ronald_vanloon,godfrey_g_
[31] godfrey_g_,michaelbathurst
[29] nodexl,albertoemachado
[28] chidambara09,albertoemachado
[26] albertoemachado,mihkal
[25] salhaj,nodexl
[22] mihkal,nodexl

Top Word Pairs in Tweet in G2:
[43] marc,anthony
[36] bad,bunny
[33] anthony,smith
[32] smith,bad
[27] bunny,rico
[24] marc,benioff
[22] jane,fonda
[21] smith,jane
[20] rico,official
[20] official,letra

Top Word Pairs in Tweet in G3:
[50] fat,man
[27] tonight,clerks
[27] clerks,iii
[27] iii,induced
[27] induced,hiatus
[27] hiatus,ready
[27] ready,chew
[27] chew,fat
[27] fat,again
[27] again,watch

Top Word Pairs in Tweet in G4:
[19] mr_smith_econ,ajboekestijn
[10] marc_veld,mr_smith_econ
[8] mr_smith_econ,fritsander
[8] arjan_dussen,mr_smith_econ
[7] zonder,onderbouwing
[7] mr_smith_econ,fleuragema
[7] fleuragema,wybrenvanhaga
[7] wybrenvanhaga,thierrybaudet
[7] thierrybaudet,eerdmans
[6] marinka43983596,hommel_b

Top Word Pairs in Tweet in G5:
[16] anthony,smith
[5] ryan,spann
[4] ufc,fight
[4] fight,night
[4] night,predictions
[4] predictions,leg
[4] leg,kicks
[4] kicks,experience
[4] experience,help
[4] help,anthony

Top Word Pairs in Tweet in G6:
[26] president,ceo
[25] join,live
[25] live,september
[25] september,21
[25] 21,dynamic
[25] dynamic,discussion
[25] discussion,featuring
[25] featuring,national
[25] national,president
[25] ceo,beverly

Top Word Pairs in Tweet in G7:
[14] jonnu,smith
[9] marc_bertrand,jonnu
[3] smith,needs
[2] marc_bertrand,scottzolak
[2] josh,mcdaniels
[2] red,zone
[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:
[2] mansura91191835,sabbirh16302686
[2] sabbirh16302686,asadull53081344
[2] asadull53081344,nairdrop666
[2] nairdrop666,yankuba74028460
[2] yankuba74028460,airdropdet
[2] airdropdet,#play2earn
[2] #play2earn,#playtoearn
[2] big,things
[2] things,coming
[2] coming,september

Top Word Pairs in Tweet in G10:
[19] smith,jane
[19] jane,fonda
[19] fonda,marc
[19] marc,benioff
[19] join,tue
[19] tue,sep
[19] sep,21
[19] 21,2021
[19] 2021,thu
[19] thu,sep

Top Replied-To
Top Replied-To in Entire Graph:
@marc_bertrand
@marc_veld
@arjan_dussen
@xubeauty06
@mr_smith_econ
@muumi_tweets
@clairewprime
@letsgoayo
@ufc
@marc_raimondi

Top Replied-To in G1:
@buzzilinear
@marc_smith
@docassar
@metoscm
@nodexl_mktng
@enricomolinari
@nodexlacademy
@verukita1

Top Replied-To in G4:
@marc_veld
@arjan_dussen
@mr_smith_econ
@muumi_tweets
@rcsmit
@hvwerkhoven
@marinka43983596
@markvanasten
@fur_lice
@aveldjesgraaf

Top Replied-To in G5:
@marc_raimondi
@phantomaudio_
@aaonline94
@espnmma
@brylockster
@riseupchopon

Top Replied-To in G7:
@marc_bertrand
@ptpgolf

Top Replied-To in G9:
@mansura91191835

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@marcbernardin
@thatkevinsmith
@michaelbathurst
@chidambara09
@albertoemachado
@godfrey_g_
@marc_smith
@svcantina
@docassar

Top Mentioned in G1:
@nodexl
@michaelbathurst
@chidambara09
@albertoemachado
@godfrey_g_
@marc_smith
@docassar
@ronald_vanloon
@mihkal
@salhaj

Top Mentioned in G2:
@therapymp3
@leggy_scott

Top Mentioned in G3:
@marcbernardin
@thatkevinsmith
@svcantina
@svcan
@darknatereturns

Top Mentioned in G4:
@mr_smith_econ
@ajboekestijn
@fritsander
@marc_veld
@wybrenvanhaga
@thierrybaudet
@eerdmans
@hommel_b
@waukema

Top Mentioned in G5:
@marc_raimondi
@espnmma
@espn
@espnstatsinfo
@bokamotoespn
@jeffwagenheim
@nickdiaz209
@magikilla
@thesergvicente
@afeldmanespn

Top Mentioned in G6:
@dstinc1913

Top Mentioned in G7:
@scottzolak
@marc_bertrand
@hardy985
@zoandbertrand

Top Mentioned in G8:
@justicebeat2day

Top Mentioned in G9:
@sabbirh16302686
@asadull53081344
@nairdrop666
@yankuba74028460
@airdropdet
@coinmarketcap
@mansura91191835
@mobius_finance
@snowcrashdao

Top Mentioned in G10:
@rwalk3
@tienhsiung
@chettabob89
@yourtechsourcer
@agarkisch
@audreimoron
@ettorealterisio
@alquek
@sfrobinj

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@dynamocooligan
@chidambara09
@thedeveloperbot
@artificialbra1n
@botliberalisme
@dataaugmented
@jfsebastian146
@coderretweet
@brandonmscales

Top Tweeters in G1:
@marshawright
@chidambara09
@thedeveloperbot
@artificialbra1n
@jfsebastian146
@coderretweet
@godfrey_g_
@valaafshar
@fluttbot
@education_24x7

Top Tweeters in G2:
@northtrenton
@power3572
@jamatlanta
@chavalier24
@driver_bd_bot
@martialarts_jp
@bministries
@bombshell_radio
@dj490
@mauroliino

Top Tweeters in G3:
@dynamocooligan
@brandonmscales
@helperstream
@slappy_san
@americancousin1
@philthepromoter
@brucerockac
@jeremylongmd
@erik_blades
@swautograph

Top Tweeters in G4:
@merlotvine
@ajboekestijn
@muumi_tweets
@rolandbouman
@tijsvandenbrink
@nkat140452
@mkeulemans
@hommel_b
@rcsmit
@carolinevdborst

Top Tweeters in G5:
@espnstatsinfo
@sportscenter
@espn
@mmaworldinside
@marc_raimondi
@phantomaudio_
@sec
@afeldmanespn
@bokamotoespn
@jeffwagenheim

Top Tweeters in G6:
@mstoya1913
@i_ammybrand
@lmarieasad
@sbunnward8
@crimsonpoise2k5
@drlalisa
@dstinc1913
@michaelrenee
@dstrvac
@sabrinatcherry

Top Tweeters in G7:
@scottzolak
@lundgaardk
@ljs527
@filthy_oar
@hardy985
@ptpgolf
@scatpackbmac
@medssu2015
@thanos73
@dianema99296699

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

Top Tweeters in G9:
@coinmarketcap
@asadull53081344
@nairdrop666
@airdropdet
@marc_smith_dr
@sabbirh16302686
@snowcrashdao
@mansura91191835
@mobius_finance
@yankuba74028460

Top Tweeters in G10:
@dataaugmented
@audreimoron
@agarkisch
@tienhsiung
@chettabob89
@alquek
@sfrobinj
@rwalk3
@yourtechsourcer
@ettorealterisio


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