marc_smith, Twitter, 11/4/2021 10:47:35 PM, 265498


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marc_smith_2021-11-04_15-42-22.xlsx
marc_smith_2021-11-04_15-42-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 04, 2021
Short Description:
marc_smith via NodeXL https://bit.ly/3bEAMCG
@marc_smith
@albertoemachado
@mr_smith_econ
@thatkevinsmith
@this0499154500
@hashtagmarketi7
@gmacscotland
@marcbernardin
@eventsinfluenc1
@fromalias

Top hashtags:
#nodexl
#redessociales
#ahoranodexlhablaespañol

Description:
Description
The graph represents a network of 865 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, 04 November 2021 at 22:43 UTC.

The requested start date was Thursday, 04 November 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, 13-hour, 28-minute period from Thursday, 21 October 2021 at 02:30 UTC to Wednesday, 03 November 2021 at 15:58 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 : 865
Unique Edges : 1164
Edges With Duplicates : 4057
Total Edges : 5221
Number of Edge Types : 5
MentionsInRetweet : 2508
Mentions : 1769
Retweet : 573
Replies to : 220
Tweet : 151
Self-Loops : 175
Reciprocated Vertex Pair Ratio : 0.101930036188179
Reciprocated Edge Ratio : 0.185002736726875
Connected Components : 158
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 407
Maximum Edges in a Connected Component : 4540
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.082577
Graph Density : 0.00244460500963391
Modularity : 0.275047
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 865 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, 04 November 2021 at 22:43 UTC.

The requested start date was Thursday, 04 November 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, 13-hour, 28-minute period from Thursday, 21 October 2021 at 02:30 UTC to Wednesday, 03 November 2021 at 15:58 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:
[35] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264823
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264579
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265066
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264919
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265297
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265263
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264023
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264927
[7] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264566

Top URLs in Tweet in G1:
[35] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264823
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264579
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265066
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264919
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265297
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264023
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264927
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265263
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263326
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264535

Top URLs in Tweet in G2:
[1] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-1026-tickets-192736539177?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=listing
[1] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-1026-tickets-192736539177
[1] https://youtube.com/KevinSmith

Top URLs in Tweet in G3:
[3] http://Wepa.Fm
[3] https://music.apple.com/us/album/está-rico/1437320993?i=1437321000&uo=4
[2] https://www.studio96.it/pictures/OnAir.jpg
[2] https://anchor.fm/marc-sims8/episodes/Forget-About-Your-People-Syron-Smith-e169qnv
[1] http://tunein.com/station/?StationId=288407
[1] https://www.sportsnet.ca/650/halford-brough-morning/john-shorthouse-cheechs-return-elias-pettersson-climate-pledge-arena/
[1] https://www.sportsnet.ca/650/sportsnet-today-650/lydia-cruz-home-opener-climate-pledge-arena-emerging-fanbase/
[1] https://www.sportsnet.ca/650/halford-brough-morning/frank-seravalli-marc-bergevin-seattle-kraken-season/
[1] https://www.sportsnet.ca/650/sportsnet-today-650/kevin-woodley-expectations-thatcher-demko-canucks-power-play/
[1] https://www.sportsnet.ca/650/halford-brough-morning/brady-henderson-geno-smith-taking-saints-prime-time/

Top URLs in Tweet in G4:
[1] https://twitter.com/davidwdowdy/status/1454810588744491012
[1] https://twitter.com/marc_veld/status/1416727169301106700
[1] https://academic.oup.com/ije/article-abstract/22/4/742/664122
[1] https://twitter.com/BertMulderCWZ/status/1448385270445903873

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265352
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265348
[1] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265364

Top URLs in Tweet in G6:
[7] https://www.eventbrite.com/e/2022-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-166183444155?aff=ebdsoporgprofile
[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=264566
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264607
[1] https://app.powerbi.com/view?r=eyJrIjoiMDg4NjNmZWEtZTFiMS00MTc2LWI5YjUtZjVlOTJiZThlZDNiIiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9

Top URLs in Tweet in G9:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265263

Top URLs in Tweet in G10:
[2] https://gleam.io/LMvbH/xps-game-ludena-protocol-nft-giveaway
[1] https://t.me/wSTOCK_bot?start=r08211861210
[1] https://gleam.io/h83mx/avastarter-whitelist
[1] https://coinmarketcap.com/currencies/suku/airdrop

Top Domains
Top Domains in Tweet in Entire Graph:
[178] nodexlgraphgallery.org
[27] mtr.cool
[17] eventbrite.com
[16] twitter.com
[9] youtube.com
[9] linkedin.com
[6] smrfoundation.org
[6] sportsnet.ca
[4] com.au
[3] gleam.io

Top Domains in Tweet in G1:
[166] nodexlgraphgallery.org
[27] mtr.cool
[9] linkedin.com
[6] smrfoundation.org
[4] eventbrite.com
[2] youtube.com
[2] pathable.com
[1] powerbi.com
[1] thecity.nyc
[1] google.com

Top Domains in Tweet in G2:
[2] eventbrite.com
[1] youtube.com

Top Domains in Tweet in G3:
[6] sportsnet.ca
[5] twitter.com
[3] wepa.fm
[3] apple.com
[2] studio96.it
[2] anchor.fm
[1] tunein.com
[1] nflbeast.com
[1] football.london
[1] airtime.pro

Top Domains in Tweet in G4:
[3] twitter.com
[1] oup.com

Top Domains in Tweet in G5:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[11] eventbrite.com
[5] nodexlgraphgallery.org
[1] powerbi.com

Top Domains in Tweet in G9:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G10:
[3] gleam.io
[1] t.me
[1] coinmarketcap.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[225] nodexl
[101] redessociales
[100] ahoranodexlhablaespañol
[53] socialmedia
[49] influencers
[37] seohashtag
[30] datascience
[28] phdchat
[21] machinelearning
[21] gephi



Top Hashtags in Tweet in G1:
[213] nodexl
[100] redessociales
[99] ahoranodexlhablaespañol
[52] socialmedia
[49] influencers
[37] seohashtag
[29] datascience
[21] machinelearning
[21] gephi
[19] transvision

Top Hashtags in Tweet in G3:
[2] nfl
[2] afc
[2] leiars
[1] urc
[1] rugby
[1] scarletsrugby
[1] benettonrugby
[1] nflbeast
[1] nfltwitter
[1] nflupdate

Top Hashtags in Tweet in G4:
[1] op1npo
[1] dansenmetjanssen
[1] followthemoney
[1] pfizer
[1] vaccins
[1] vastgoed
[1] omt
[1] imbecielen

Top Hashtags in Tweet in G5:
[2] acscc21
[2] acscc2021
[1] facs
[1] surgeonssowinghope
[1] globalsurgery
[1] some4surgery
[1] covid19uk

Top Hashtags in Tweet in G6:
[12] nodexl
[11] phdchat
[7] sociology
[6] ipres2021
[4] scicomm
[4] scihub
[2] ipres2022
[1] ahoranodexlhablaespañol
[1] redessociales

Top Hashtags in Tweet in G7:
[1] melt

Top Hashtags in Tweet in G10:
[2] airdrops
[2] nfts
[1] airdropking
[1] nftgiveaway
[1] nftdrops
[1] blockchaingames
[1] cryptocurrecy
[1] airdropcrypto
[1] nftcollector
[1] nftgaming

Top Words
Top Words in Tweet in Entire Graph:
[591] nodexl
[376] albertoemachado
[334] marc_smith
[325] smith
[256] marc
[249] docassar
[241] chidambara09
[225] #nodexl
[212] michaelbathurst
[211] hashtagmarketi7

Top Words in Tweet in G1:
[554] nodexl
[365] albertoemachado
[313] marc_smith
[249] docassar
[241] chidambara09
[213] #nodexl
[212] michaelbathurst
[208] hashtagmarketi7
[183] mihkal
[168] this0499154500

Top Words in Tweet in G2:
[48] thatkevinsmith
[48] marcbernardin
[41] show
[40] tonight
[40] zoinks
[40] ain
[40] shaggy
[40] dog
[40] join
[40] mystery

Top Words in Tweet in G3:
[72] smith
[65] marc
[28] anthony
[27] bad
[26] bunny
[25] rico
[19] official
[19] letra
[10] dj
[6] 10

Top Words in Tweet in G4:
[59] mr_smith_econ
[44] marc_veld
[27] niet
[21] dat
[20] vpknerd
[17] marc
[17] die
[15] zijn
[15] maar
[14] mholkers

Top Words in Tweet in G5:
[4] tweets
[3] nodexl
[3] amcollsurgeons
[3] swexner
[2] #acscc21
[2] #acscc2021
[2] pturnermd
[2] dissanaikemd
[2] rasacs
[2] stanfordsurgery

Top Words in Tweet in G6:
[20] social
[15] nodexl
[14] school
[14] winter
[14] 2022
[12] #nodexl
[11] #phdchat
[8] insights
[8] event
[7] based

Top Words in Tweet in G7:
[36] smith
[18] memoryl66809557
[16] mickmor95591508
[16] marc_hughes86
[10] jack
[8] club
[8] grealish
[6] gw_94
[5] really
[5] done

Top Words in Tweet in G9:
[11] albertoemachado
[5] marc_smith
[4] thanks
[3] nodexl
[3] friends
[3] dansar
[2] dansar39
[2] frronconi
[2] curieuxexplorer
[2] shi4tech

Top Words in Tweet in G10:
[6] airdrop
[6] usdt
[5] avastarter
[4] each
[4] nfts
[3] nft
[3] one
[3] fomo
[3] whitelist
[2] wstock

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] nodexl,chidambara09
[153] docassar,nodexl
[129] albertoemachado,mihkal
[108] mihkal,this0499154500
[103] marc_smith,michaelbathurst
[99] this0499154500,docassar
[99] analíticos,#redessociales
[97] nodexl,nodexl
[97] michaelbathurst,smr_foundation
[95] #redessociales,hegilr

Top Word Pairs in Tweet in G1:
[166] nodexl,chidambara09
[153] docassar,nodexl
[129] albertoemachado,mihkal
[108] mihkal,this0499154500
[103] marc_smith,michaelbathurst
[99] this0499154500,docassar
[98] analíticos,#redessociales
[97] nodexl,nodexl
[97] michaelbathurst,smr_foundation
[94] #redessociales,hegilr

Top Word Pairs in Tweet in G2:
[40] tonight,zoinks
[40] zoinks,ain
[40] ain,shaggy
[40] shaggy,dog
[40] dog,show
[40] show,join
[40] join,marcbernardin
[40] marcbernardin,mystery
[40] mystery,machine
[40] machine,call

Top Word Pairs in Tweet in G3:
[28] marc,anthony
[26] smith,bad
[26] bad,bunny
[24] anthony,smith
[19] bunny,rico
[19] rico,official
[19] official,letra
[10] marc,smith
[6] smith,rowe
[5] syron,smith

Top Word Pairs in Tweet in G4:
[25] mr_smith_econ,marc_veld
[13] vpknerd,mr_smith_econ
[8] immetjes,mr_smith_econ
[7] marc,kaptein
[7] mholkers,marc_veld
[7] dam_sega,immetjes
[7] marc_veld,mr_smith_econ
[5] marc,bonten
[5] vpknerd,mholkers
[5] mholkers,mr_smith_econ

Top Word Pairs in Tweet in G5:
[2] #acscc21,#acscc2021
[2] amcollsurgeons,swexner
[2] related,tweets

Top Word Pairs in Tweet in G6:
[7] based,back
[7] back,successful
[7] successful,social
[7] social,media
[7] media,research
[7] research,summer
[7] summer,school
[7] school,looking
[7] looking,forward
[7] forward,running

Top Word Pairs in Tweet in G7:
[12] memoryl66809557,mickmor95591508
[5] marc_hughes86,memoryl66809557
[4] dean,smith
[4] villaboy68,memoryl66809557
[3] european,football
[3] gw_94,tybracey
[3] memoryl66809557,marc_hughes86
[2] purslow,lange
[2] smith,isn
[2] smith,bandwagon

Top Word Pairs in Tweet in G9:
[3] albertoemachado,albertoemachado
[3] albertoemachado,nodexl
[3] nodexl,thanks
[3] thanks,marc_smith
[3] marc_smith,friends
[3] friends,albertoemachado
[3] albertoemachado,dansar
[2] albertoemachado,marc_smith
[2] marc_smith,dansar39
[2] dansar39,frronconi

Top Word Pairs in Tweet in G10:
[4] usdt,each
[2] wstock,airdrop
[2] airdrop,total
[2] total,reward
[2] reward,100
[2] 100,usdt
[2] usdt,usdt
[2] each,700
[2] 700,random
[2] random,participants

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@mr_smith_econ
@marc_hughes86
@this0499154500
@vpknerd
@ludiprice
@marc_smith
@docassar
@mholkers
@memoryl66809557

Top Replied-To in G1:
@albertoemachado
@this0499154500
@ludiprice
@docassar
@hashtagmarketi7
@chidambara09
@reutsmichael1
@iosu_blanco
@anabelanogs
@fikafuntimes

Top Replied-To in G4:
@mr_smith_econ
@vpknerd
@mholkers
@dam_sega
@rcsmit
@erikcumps
@marc_veld
@theunclenonie
@louispaulboon
@ace_mc_cool

Top Replied-To in G5:
@amcollsurgeons

Top Replied-To in G6:
@williamkilbride

Top Replied-To in G7:
@marc_hughes86
@memoryl66809557
@villaboy68
@mickmor95591508
@villasince82
@gazswain
@gw_94
@avfcfaithful_
@gplaza85
@3pmsaturday

Top Replied-To in G9:
@albertoemachado

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@albertoemachado
@nodexl
@chidambara09
@docassar
@hashtagmarketi7
@michaelbathurst
@mihkal
@this0499154500
@smr_foundation

Top Mentioned in G1:
@albertoemachado
@marc_smith
@nodexl
@chidambara09
@docassar
@michaelbathurst
@hashtagmarketi7
@mihkal
@this0499154500
@smr_foundation

Top Mentioned in G2:
@thatkevinsmith
@marcbernardin
@dunemovie
@svcantina
@eventbrite
@facebook
@youtube

Top Mentioned in G4:
@mr_smith_econ
@marc_veld
@vpknerd
@immetjes
@mholkers
@marcbonten
@dam_sega
@mrooijer
@erikcumps
@hommel_b

Top Mentioned in G5:
@pturnermd
@dissanaikemd
@rasacs
@swexner
@stanfordsurgery
@amcollsurgeons
@pferrada1
@tomvarghesejr
@excelsiorsurg
@jfreischlag

Top Mentioned in G6:
@nodexl
@euanc
@natasa_mf
@marc_smith
@ipres2022
@digitaalerfgoed
@nodexlacademy
@joshuatj
@lljohnston
@mickylindlar

Top Mentioned in G7:
@mickmor95591508
@memoryl66809557
@gw_94
@marc_hughes86
@tybracey
@3pmsaturday
@villaboy68
@djrekordbox
@waynipoos1

Top Mentioned in G8:
@vujaboskov
@paoloigna1
@johannesbuckler
@pompeii_sites
@orporick
@giuliacortese1
@fluidpainting
@martacagnola
@museirealito
@museoarcheovene

Top Mentioned in G9:
@marc_smith
@albertoemachado
@dansar
@dansar39
@frronconi
@curieuxexplorer
@shi4tech
@pawlowskimario
@margaretsiegien
@mvollmer1

Top Mentioned in G10:
@xpsgame
@crazyfishingnft
@shah7725
@nftscompany
@stellazhou09
@tradercoinvn
@duy04010498
@dcl_pink
@marc_smith_dr
@airdrop14189217

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@cybersec_feeds
@dynamocooligan
@chidambara09
@xaelbot
@caligirlleftie
@guardian
@jfsebastian146
@itheretweeter1
@dataaugmented

Top Tweeters in G1:
@paoloigna1
@cybersec_feeds
@chidambara09
@xaelbot
@jfsebastian146
@dataaugmented
@fabriciosx
@andrewmorrisuk
@100daysof2020
@trippbraden

Top Tweeters in G2:
@dynamocooligan
@spidermals
@brandonmscales
@djriter
@slappy_san
@maccamcmanus
@philthepromoter
@thecheshirepath
@piusdominguez
@mrreinvention23

Top Tweeters in G3:
@radionovesei96
@djpee521
@kawonjenkins1
@wepafmspotlight
@dj490
@juliankaper
@rugbyunplugged
@football_ldn
@legalmenteluis
@bawsmanjj

Top Tweeters in G4:
@hommel_b
@mholkers
@rcsmit
@marc_veld
@alicia1984n
@vpknerd
@dcsz14
@dimgrr
@theunclenonie
@lucky_luc1973

Top Tweeters in G5:
@tomvarghesejr
@juliomayol
@celestinogutirr
@swexner
@gmacscotland
@amcollsurgeons
@pturnermd
@dissanaikemd
@pferrada1
@topknife_b

Top Tweeters in G6:
@euanc
@williamkilbride
@lljohnston
@shawnmjones
@joshuatj
@torstenreimer
@rosaborgeb
@prwheatley
@sarah_dpc
@hhockx

Top Tweeters in G7:
@gw_94
@avfcfaithful_
@3pmsaturday
@gazswain
@tybracey
@larterlia
@villaboy68
@waynipoos1
@memoryl66809557
@villasince82

Top Tweeters in G8:
@martacagnola
@orporick
@johannesbuckler
@vujaboskov
@giuliacortese1
@museirealito
@urbansketchers
@pompeii_sites
@museoarcheovene
@fluidpainting

Top Tweeters in G9:
@nicochan33
@shi4tech
@nevillegaunt
@perbea123
@labordeolivier
@frronconi
@activithink
@curieuxexplorer
@pawlowskimario
@dansar39

Top Tweeters in G10:
@dcl_pink
@airdrop14189217
@sukuecosystem
@marc_smith_dr
@whitney99010849
@ludenaprotocol
@stellazhou09
@tradercoinvn
@nftscompany
@xpsgame


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