marc_smith, Twitter, 11/24/2022 10:53:04 PM, 284910


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marc_smith_2022-11-24_14-49-53.xlsx
marc_smith_2022-11-24_14-49-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2022
Short Description:
marc_smith via NodeXL https://bit.ly/3tVSNVZ
@marc_smith
@fogle_shane
@marc_smith_dr
@paoloigna1
@iosu_blanco
@mr_smith_econ
@kofiasa67361406
@godfrey_g_
@duymiblnbb
@marceelias

Top hashtags:
#probowlvote
#oversterfte
#nowplaying
#phdchat
#nodexl
#diaorwell

Description:
Description
The graph represents a network of 550 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, 24 November 2022 at 22:50 UTC.

The requested start date was Thursday, 24 November 2022 at 01:01 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 11-day, 0-hour, 37-minute period from Sunday, 13 November 2022 at 00:00 UTC to Thursday, 24 November 2022 at 00:38 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 : 550
Unique Edges : 480
Edges With Duplicates : 493
Total Edges : 973
Number of Edge Types : 5
Tweet : 103
Retweet : 148
MentionsInRetweet : 312
Replies to : 88
Mentions : 322
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.032258064516129
Reciprocated Edge Ratio : 0.0625
Connected Components : 137
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 283
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.599361
Graph Density : 0.00201357840702103
Modularity : 0.608479
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 550 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, 24 November 2022 at 22:50 UTC.

The requested start date was Thursday, 24 November 2022 at 01:01 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 11-day, 0-hour, 37-minute period from Sunday, 13 November 2022 at 00:00 UTC to Thursday, 24 November 2022 at 00:38 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:
[3] https://www.hudl.com:443/v/2Jkkhz
[3] https://dub.uu.nl/nl/achtergrond/coronakopstuk-marc-bonten-%E2%80%98voor-deze-crisis-had-ik-nog-nooit-iets-met-virussen-gedaan%E2%80%99
[3] https://www.radioclavemusical.com
[2] http://www.969theoasis.com/
[2] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Got_Me_Going_Crazy
[2] https://gwusports.com/news/2022/11/21/alasia-smith-named-big-south-conference-womens-basketball-player-of-the-week.aspx
[2] https://247sports.com/college/south-carolina/ContentGallery/South-Carolina-earns-massive-upset-win-over-No-5-Tennessee-198102990/
[2] https://datavizexperiments.blogspot.com/2022/11/using-nodexl-to-visualise-twitter-and.html?spref=tw
[2] https://www.smrfoundation.org/license/cloud-edition/
[2] https://www.smrfoundation.org/nodexl/teaching-with-nodexl/

Top URLs in Tweet in G1:
[2] https://www.smrfoundation.org/nodexl/teaching-with-nodexl/
[2] https://datavizexperiments.blogspot.com/2022/11/using-nodexl-to-visualise-twitter-and.html?spref=tw
[2] https://www.smrfoundation.org/license/cloud-edition/
[1] https://www.smrfoundation.org/nodexl/teaching-with-nodexl/teaching-resources/
[1] https://www.academia.edu/36230816/COM_301_Navigating_Information_Networks_Winter_2018
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284705
[1] https://www.eventbrite.com/e/2023-winter-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-393167403287?aff=eand
[1] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=ebdsoporgprofile
[1] https://eventbrite.com/e/data-driven-
[1] https://twitter.com/netnocon/status/1592874553294090241

Top URLs in Tweet in G2:
[2] http://www.969theoasis.com/
[2] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Got_Me_Going_Crazy
[1] https://www.youtube.com/watch?v=aFyrnisaHO0

[1] https://baptist-ministries.org/video.php?n=43354&utm_source=dlvr.it&utm_medium=twitter
[1] https://baptist-ministries.org/video.php?n=43353&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/TheAthleticNHL/status/1592232157879091203
[1] https://www.theatlantic.com/magazine/archive/2022/12/holocaust-remembrance-lessons-america/671893/
[1] https://twitter.com/MARC_intosh/status/1420712956480954369
[1] https://www.clubhouse.com/room/xjLddbN8?utm_medium=ch_room_terc&utm_campaign=ZNYC5CJvc2b60P7nTKVE_A-460494
[1] https://nationalblockclubuniversity.com/

Top URLs in Tweet in G3:
[3] https://dub.uu.nl/nl/achtergrond/coronakopstuk-marc-bonten-%E2%80%98voor-deze-crisis-had-ik-nog-nooit-iets-met-virussen-gedaan%E2%80%99
[1] https://www.nporadio1.nl/nieuws/binnenland/6153b09d-240d-4643-9aac-9b734be07dae/omt-lid-bonten-alleen-met-vaccinatiedrang-of-plicht-komen-we-uit-de-crisis

Top URLs in Tweet in G5:
[1] https://twitter.com/arditrum/status/1594695460245184513
[1] https://twitter.com/iSafePeI/status/1594085365618311170
[1] https://twitter.com/_TeDogePoundNFT/status/1593529206155378688

Top URLs in Tweet in G6:
[1] https://twitter.com/NodeXLAcademy/status/1592472994517061633

Top URLs in Tweet in G9:
[1] https://twitter.com/dmrs67shd/status/1594618363523006465

Top URLs in Tweet in G10:
[1] https://twitter.com/_VaIhaIIa_/status/1595424364505468928

Top Domains
Top Domains in Tweet in Entire Graph:
[17] twitter.com
[5] youtube.com
[5] smrfoundation.org
[3] hudl.com
[3] uu.nl
[3] blogspot.com
[3] eventbrite.com
[3] radioclavemusical.com
[2] 969theoasis.com
[2] amazon.com

Top Domains in Tweet in G1:
[5] smrfoundation.org
[3] eventbrite.com
[2] nodexlgraphgallery.org
[2] blogspot.com
[1] academia.edu
[1] twitter.com
[1] medium.com
[1] powerbi.com

Top Domains in Tweet in G2:
[3] youtube.com
[3] twitter.com
[2] baptist-ministries.org
[2] 969theoasis.com
[2] amazon.com
[1] theatlantic.com
[1] clubhouse.com
[1] nationalblockclubuniversity.com
[1] blogtalkradio.com
[1] anchor.fm

Top Domains in Tweet in G3:
[3] uu.nl
[1] nporadio1.nl

Top Domains in Tweet in G5:
[3] twitter.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] probowlvote
[12] oversterfte
[4] nowplaying
[4] phdchat
[4] nodexl
[3] diaorwell
[3] streaming
[2] wildlifebridges
[2] libertarian
[2] elonmusk



Top Hashtags in Tweet in G1:
[4] nodexl
[4] phdchat
[2] powerbi
[2] dataviz
[2] netnocon23
[2] netnography
[2] journalism
[2] datajournalism
[2] socialmedia
[2] academictwitter

Top Hashtags in Tweet in G2:
[1] marlieslive
[1] upthelemurs
[1] upthepalace
[1] maryland
[1] addiction
[1] recovery
[1] mentalhealth
[1] collaboration
[1] healthcare
[1] cdltraining

Top Hashtags in Tweet in G3:
[12] oversterfte
[1] noamnesty
[1] stopmarcbonten
[1] vaccin
[1] vaccinedeaths
[1] vaccineinjuries
[1] vaccinesideeffects
[1] ivermectin

Top Hashtags in Tweet in G6:
[2] elonmusk
[2] twitter
[1] lovetwitter
[1] lovewhereyouworked
[1] oneteam
[1] ucrania

Top Hashtags in Tweet in G7:
[1] ff

Top Words
Top Words in Tweet in Entire Graph:
[239] marc
[225] smith
[38] mr_smith_econ
[34] elias
[33] marceelias
[32] #probowlvote
[29] dave
[28] again
[27] ron
[27] nodexl

Top Words in Tweet in G1:
[19] nodexl
[18] marc_smith
[14] social
[12] analysis
[10] nodexlacademy
[10] media
[10] network
[9] attention
[9] taking
[9] training

Top Words in Tweet in G2:
[54] marc
[54] smith
[22] asprey
[22] dave
[12] greg
[12] brian
[11] #375
[11] #441
[11] #411
[11] dunning

Top Words in Tweet in G3:
[42] marc
[38] mr_smith_econ
[22] met
[17] die
[15] marcbonten
[15] steigstraherman
[12] bonten
[12] correleert
[12] vaccinaties
[12] #oversterfte

Top Words in Tweet in G4:
[34] marc
[33] marceelias
[30] elias
[25] lose
[24] again
[24] knows
[24] odds
[24] bannon
[24] ron
[24] steve

Top Words in Tweet in G5:
[3] marc_smith_dr

Top Words in Tweet in G6:
[9] elonmusk
[8] nodexl
[8] realdonaldtrump
[8] hashtagmarketi7
[8] avengerresister
[8] nickadamsinusa
[8] dashdobrofsky
[6] tonyhussein4
[5] iosu_blanco
[5] paoloigna1

Top Words in Tweet in G7:
[2] eli_krumova

Top Words in Tweet in G8:
[2] danny_ffx
[2] ffootball2016
[2] itsjustfantasy_
[2] ffbeard
[2] murray
[2] ffreapers
[2] smith
[2] over
[2] geno
[2] tomm

Top Words in Tweet in G10:
[2] go

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] marc,smith
[34] marc,elias
[24] elias,lose
[24] steve,bannon
[24] confronted,marc
[24] bannon,knows
[24] worry,ron
[24] knows,odds
[24] lose,again
[24] odds,confronted

Top Word Pairs in Tweet in G1:
[10] network,analysis
[10] social,media
[9] time,left
[9] journalists,short
[9] event,social
[9] analysis,taking
[9] left,register
[9] short,time
[9] attention,journalists
[9] register,training

Top Word Pairs in Tweet in G2:
[22] dave,asprey
[11] asprey,#375
[11] #349,greg
[11] stanley,krippner
[11] smith,#374
[11] ari,shaffir
[11] #361,dave
[11] fitzsimmons,#344
[11] #411,dave
[11] #354,ari

Top Word Pairs in Tweet in G3:
[15] steigstraherman,mr_smith_econ
[15] mr_smith_econ,marcbonten
[12] zien,sterk
[12] mr_smith_econ,dus
[12] #oversterfte,die
[12] mede,dankzij
[12] die,zien
[12] sterk,correleert
[12] dankzij,marc
[12] afgedwongen,mede

Top Word Pairs in Tweet in G4:
[30] marc,elias
[24] confronted,marc
[24] knows,odds
[24] lose,again
[24] worry,ron
[24] steve,bannon
[24] odds,confronted
[24] marceelias,worry
[24] ron,steve
[24] bannon,knows

Top Word Pairs in Tweet in G6:
[8] nodexl,realdonaldtrump
[8] nickadamsinusa,elonmusk
[8] hashtagmarketi7,nodexl
[8] avengerresister,nickadamsinusa
[8] elonmusk,dashdobrofsky
[8] realdonaldtrump,avengerresister
[6] dashdobrofsky,tonyhussein4
[5] iosu_blanco,hashtagmarketi7
[4] actbrigitte,nodexlacademy
[4] namwella1961,actbrigitte

Top Word Pairs in Tweet in G8:
[2] ajburns_ff,itsjustfantasy_
[2] geno,smith
[2] over,murray
[2] itsjustfantasy_,ffa_marc
[2] fftraderjoe,ffbeard
[2] smith,over
[2] danny_ffx,fftraderjoe
[2] ffbeard,ffreapers
[2] tomm,ajburns_ff
[2] ffa_marc,danny_ffx

Top Replied-To
Top Replied-To in Entire Graph:
@mr_smith_econ
@marceelias
@hansvantelling
@elhornet
@rx_mma_06
@footballlearn1
@twobitsprite42
@slootlau
@hashtagmarketi7
@hardcorenostal1

Top Replied-To in G1:
@scott_wright1
@patyrossini
@enricomolinari
@smr_foundation
@alexfenton
@marc_smith
@nodexlacademy
@verukita1

Top Replied-To in G3:
@mr_smith_econ
@hansvantelling
@slootlau
@steigstraherman

Top Replied-To in G4:
@marceelias
@karilakewarroom

Top Replied-To in G6:
@hashtagmarketi7
@paoloigna1
@iosu_blanco

Top Replied-To in G7:
@eli_krumova

Top Mentioned
Top Mentioned in Entire Graph:
@marceelias
@mr_smith_econ
@andrews42f
@marc_smith
@marcbonten
@steigstraherman
@nodexl
@nodexlacademy
@iks_media_sk
@mjwarriors

Top Mentioned in G1:
@marc_smith
@nodexlacademy
@nodexl
@smr_foundation
@artificialbra1n
@pyscalellc
@education_24x7
@ipfconline1
@patyrossini
@godfrey_g_

Top Mentioned in G3:
@mr_smith_econ
@marcbonten
@steigstraherman
@hansvantelling
@slootlau
@innmichel1
@ellenancher
@hanslandman
@huyskensjohan
@pim0605a

Top Mentioned in G4:
@marceelias
@andrews42f
@gasecofstate
@gabrielsterling
@krobinjr
@noonan54875953

Top Mentioned in G5:
@marc_smith_dr
@turnaboutcoach
@stevenk12143114
@delivaloushi
@urdustaaan
@triwatcharanon
@baebaezzf
@peytoncroft
@salenkaby
@kiwilaterreur

Top Mentioned in G6:
@elonmusk
@nodexl
@realdonaldtrump
@avengerresister
@nickadamsinusa
@dashdobrofsky
@hashtagmarketi7
@tonyhussein4
@paoloigna1
@iosu_blanco

Top Mentioned in G7:
@jbarbosapr
@digital_howell
@yuhelenyu
@curieuxexplorer
@grattongirl
@chuckdbrooks
@mikeflache
@marc_smith
@bimedotcom
@lovegoldenheart

Top Mentioned in G8:
@ajburns_ff
@itsjustfantasy_
@ffa_marc
@danny_ffx
@fftraderjoe
@ffbeard
@ffreapers
@tarab628
@ffbr
@ffbrospodcast

Top Mentioned in G9:
@marlonlawson18
@malcolm34788003
@sleepycat327
@lynch06332895
@malan3425203090
@stella845532321
@smirnovcrypto
@shelley37416871
@adefaried99a
@besseme65706441

Top Mentioned in G10:
@sjig
@trylions
@miamiheatwave3
@interoperabull
@mehmete65600294
@digitalandi
@marc__vlad
@brucepon
@carlos105v
@i_circo

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@chidambara09
@artificialbra1n
@teram323tere
@education_24x7
@godfrey_g_
@brettaapplebaum
@radionovesei96
@andy_pm19
@hongry_hrm

Top Tweeters in G1:
@artificialbra1n
@education_24x7
@godfrey_g_
@marypcbuk
@pyscalellc
@melpricehb
@diebo37rt
@spirosmargaris
@ipfconline1
@kirkdborne

Top Tweeters in G2:
@radionovesei96
@hongry_hrm
@pkmonaghan
@969theoasis
@driver_bd_bot
@bministries
@mattyports
@_kyamarie
@marc_intosh
@highishikimame

Top Tweeters in G3:
@pim0605a
@rudolfj15
@miekehoogvliet
@innmichel1
@hansvantelling
@the_realist_31
@catharina751
@pielegie
@ggvanloon
@rechtsehippie

Top Tweeters in G4:
@teram323tere
@brettaapplebaum
@susanpoe7
@crzy4joe
@realtybird
@kjulieoconnor
@2bhildab
@kmaria67
@smith_crsmith
@forrfb

Top Tweeters in G5:
@clammyeth
@millertime979
@isaiahgrey93
@delivaloushi
@kitsvault
@peytoncroft
@dave_pionex
@salenkaby
@baebaezzf
@triwatcharanon

Top Tweeters in G6:
@paoloigna1
@chidambara09
@michaelbathurst
@iosu_blanco
@tonyhussein4
@albertoemachado
@enilev
@realdonaldtrump
@avengerresister
@actbrigitte

Top Tweeters in G7:
@grattongirl
@lovegoldenheart
@natschooler
@eli_krumova
@nevillegaunt
@sarbjeetjohal
@chuckdbrooks
@curieuxexplorer
@jbarbosapr
@fogle_shane

Top Tweeters in G8:
@mikeclaynfl
@fftraderjoe
@ffbeard
@itsjustfantasy_
@ffreapers
@nflgameday
@thefantasyeng
@ffbigcat
@fantasybrosff
@danny_ffx

Top Tweeters in G9:
@adefaried99a
@sleepycat327
@romain_basso
@fera3465
@stella845532321
@malan3425203090
@lynch06332895
@besseme65706441
@shelley37416871
@bruce2672817175

Top Tweeters in G10:
@smith_jase
@i_circo
@trylions
@sjig
@brucepon
@montbland
@digitalandi
@interoperabull
@miamiheatwave3
@marc__vlad


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