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marc_smith_2022-06-23_14-49-53.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
marc_smith via NodeXL https://bit.ly/3naJYV2
@mr_smith_econ
@vranquenvrij
@marc_smith
@jan56nieuw1
@thatkevinsmith
@pendragon200
@marc_veld
@crigatuso
@tonnielubbers
@pruim_pit

Top hashtags:
#bonten
#omt
#msmarvel
#theboys
#analytics
#ai
#boxing
#pacss
#shrm22

Description:
Description
The graph represents a network of 866 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, 23 June 2022 at 21:50 UTC.

The requested start date was Thursday, 23 June 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 13-day, 14-hour, 41-minute period from Thursday, 09 June 2022 at 09:19 UTC to Thursday, 23 June 2022 at 00:00 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 : 866
Unique Edges : 775
Edges With Duplicates : 1238
Total Edges : 2013
Number of Edge Types : 5
Tweet : 177
Mentions : 431
Replies to : 127
Retweet : 432
MentionsInRetweet : 846
Self-Loops : 188
Reciprocated Vertex Pair Ratio : 0.027898866608544
Reciprocated Edge Ratio : 0.0542832909245123
Connected Components : 177
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 216
Maximum Edges in a Connected Component : 770
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.128115
Graph Density : 0.00157390967707485
Modularity : 0.537349
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 866 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, 23 June 2022 at 21:50 UTC.

The requested start date was Thursday, 23 June 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 13-day, 14-hour, 41-minute period from Thursday, 09 June 2022 at 09:19 UTC to Thursday, 23 June 2022 at 00:00 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:
[11] https://research.vu.nl/en/clippings/marc-bonten-omt-verzwijgt-connectie-met-pfizer-en-astrazeneca-exp
[8] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[4] https://www.radioclavemusical.com
[4] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-621-tickets-367069814697
[4] http://dlvr.it/SSPKXg
[4] https://www.youtube.com/watch?v=BLNDqxrUUwQ&feature=youtu.be

[4] https://www.boxing247.com/boxing-news/beterbiev-wants-bivol-after-joe-smith-jr-says-trainer-marc-ramsay/225052
[3] https://www.youtube.com/watch?v=xACZHv-sLCg&feature=youtu.be

[3] https://equality.jotwell.com/lgbtqia-pride-2022-the-story-of-the-columbus-ohio-blackpride4-five-years-on/
[3] https://decrypt.co/95810/will-smith-the-weeknd-back-nft-metaverse-land-investor-everyrealm

Top URLs in Tweet in G1:
[11] https://research.vu.nl/en/clippings/marc-bonten-omt-verzwijgt-connectie-met-pfizer-en-astrazeneca-exp
[3] https://overnu.nl/marc-bonten-omt-verzwijgt-connectie-met-pfizer-en-astrazeneca-experts-kritisch/
[1] https://twitter.com/jipieke_/status/1535913083457220610
[1] https://www.dub.uu.nl/nl/achtergrond/coronakopstuk-marc-bonten-%E2%80%98voor-deze-crisis-had-ik-nog-nooit-iets-met-virussen-gedaan%E2%80%99

Top URLs in Tweet in G2:
[4] https://www.boxing247.com/boxing-news/beterbiev-wants-bivol-after-joe-smith-jr-says-trainer-marc-ramsay/225052
[1] http://grindrecord.com/?pid=168800971
[1] https://twitter.com/stephenpotamus/status/1535428259080462336
[1] https://raceny.com/xf/index.php?threads%2Feldredge-and-sons-scrap-street-stocks-heats-top-3-heat-1-25b-marc-minutolo-55p-parker-smith-cj1-cj-guererri-heat-2-87-carl-j.607490%2F&utm_source=dlvr.it&utm_medium=twitter
[1] https://cronicaglobal.elespanol.com/cronica-directo/famosos/marc-clotet-will-smith-esta-antipodas-debe-ser-hombre_685106_102.html
[1] http://www.lasopafm.com/
[1] https://newherald.news/il-dcfs-enhances-training-for-foster-parents-and-staff-expands-resources-a-p20457-193.htm
[1] http://www.969theoasis.com/
[1] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Chicago_Girl
[1] https://www.foxsports.com.au/golf/us-open-golf-2022-australians-in-the-field-cameron-smith-marc-leishman-adam-scott-paul-gows-verdict/news-story/89f78c5839824cfbb944d283129f5dc5?utm_source=Twitter&utm_medium=social&utm_campaign=Zero+US+Sports

Top URLs in Tweet in G3:
[4] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-621-tickets-367069814697
[3] https://thegnooest.blogspot.com/2022/06/beyond.html
[1] https://youtu.be/4WwnIkqtn6o?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-621-tickets-367069814697?aff=erelexpmlt
[1] https://www.eventbrite.com/e/fatman-beyond-kevin-smith-marc-bernardin-scum-villainy-cantina-621-tickets-367069814697?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=tw

Top URLs in Tweet in G4:
[8] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[2] https://www.eventbrite.com/e/introduction-to-nodexl-social-media-network-analysis-with-a-few-clicks-tickets-352511891557?aff=ebdsoporgprofile
[1] https://app.powerbi.com/view?r=eyJrIjoiYzZjOGRiMjEtNTZmMy00MGFkLWI1OTgtNzMyZDNiODYxZDI1IiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278343
[1] https://app.powerbi.com/view?r=eyJrIjoiNjc0Mjc2M2UtOTVkMi00ZWU4LTk3ZTctM2UxN2QzN2E3MWQ0IiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278354
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278479
[1] https://drive.google.com/file/d/1cV-sHFtXVBxYFZnhicV5gIAD9FC322R7/view?usp=sharing
[1] https://twitter.com/marc_smith/status/1537892324855885824

Top URLs in Tweet in G10:
[4] http://dlvr.it/SSPKXg
[1] https://919sports.ca/54406-2/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] bonten
[13] omt
[11] msmarvel
[10] theboys
[8] analytics
[8] ai
[7] boxing
[6] pacss
[5] shrm22
[4] streaming



Top Hashtags in Tweet in G1:
[13] bonten
[13] omt
[2] bigfarma
[2] stopmarcbonten
[1] stoorzender

Top Hashtags in Tweet in G2:
[3] usopen
[1] planetoftheapes
[1] planetoftheapestvseries
[1] techno
[1] 12inch
[1] vinyl
[1] secondhand
[1] landoflegendsny
[1] atpstoccarda
[1] accessmatch

Top Hashtags in Tweet in G3:
[11] msmarvel
[10] theboys
[3] fatman
[2] fatmanbeyond
[1] obiwan
[1] beyond
[1] fmb
[1] kenobi
[1] funny
[1] news

Top Hashtags in Tweet in G4:
[8] analytics
[8] ai
[6] pacss
[5] shrm22
[3] shrm
[3] proudsupervisormoment
[3] polnet2022
[3] politics
[3] css
[3] nodexl

Top Hashtags in Tweet in G10:
[4] boxing

Top Words
Top Words in Tweet in Entire Graph:
[486] marc
[322] smith
[245] mr_smith_econ
[205] bonten
[156] vranquenvrij
[154] zijn
[147] met
[144] omt
[143] lid
[136] moet

Top Words in Tweet in G1:
[237] mr_smith_econ
[228] marc
[201] bonten
[156] vranquenvrij
[153] zijn
[144] omt
[143] lid
[141] met
[136] moet
[134] utrechtse

Top Words in Tweet in G2:
[110] smith
[101] marc
[30] anthony
[30] rico
[29] bad
[29] bunny
[28] dave
[28] asprey
[25] official
[25] letra

Top Words in Tweet in G3:
[62] thatkevinsmith
[44] svcantina
[43] marcbernardin
[40] runyon
[40] return
[35] live
[30] tonight
[30] talk
[30] culture
[30] pops

Top Words in Tweet in G4:
[11] nodexl
[9] go
[8] astrology
[8] paved
[8] way
[8] predictive
[8] #analytics
[8] philipcball
[8] guardian
[8] #ai

Top Words in Tweet in G5:
[2] nft
[2] giveaway
[2] danyalmahmood23
[2] mamas_smith
[2] danielabless_b
[2] peligroso77
[2] theebiggamer123
[2] politoigor
[2] wagnerrock13
[2] deguzma_marc

Top Words in Tweet in G6:
[6] marc__castillo
[4] smith
[3] saras
[2] carácter
[2] único
[2] digo
[2] jugadores

Top Words in Tweet in G7:
[25] roxanedmiremont
[23] rachid_smith
[19] marc_beaufi
[10] rien
[8] ce
[7] covid
[7] c'est
[6] personnel
[6] par
[6] voir

Top Words in Tweet in G10:
[12] artur
[12] smith
[12] marc
[11] joe
[10] beterbiev
[10] samedi
[10] soir
[10] ramsay
[8] jr
[6] champion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[204] marc,bonten
[153] vranquenvrij,mr_smith_econ
[135] banden,met
[134] mr_smith_econ,utrechtse
[134] utrechtse,hoogleraar
[134] hoogleraar,marc
[134] bonten,prominent
[134] prominent,lid
[134] lid,omt
[134] omt,moet

Top Word Pairs in Tweet in G1:
[201] marc,bonten
[153] vranquenvrij,mr_smith_econ
[134] mr_smith_econ,utrechtse
[134] utrechtse,hoogleraar
[134] hoogleraar,marc
[134] bonten,prominent
[134] prominent,lid
[134] lid,omt
[134] omt,moet
[134] moet,zijn

Top Word Pairs in Tweet in G2:
[30] marc,anthony
[29] anthony,smith
[29] bad,bunny
[28] dave,asprey
[27] smith,bad
[27] bunny,rico
[25] rico,official
[25] official,letra
[14] #443,neal
[14] neal,brennan

Top Word Pairs in Tweet in G3:
[30] tonight,svcantina
[30] svcantina,marcbernardin
[30] marcbernardin,talk
[30] talk,culture
[30] culture,pops
[30] pops,front
[30] front,live
[30] live,drinking
[29] thatkevinsmith,tonight
[20] hello,runyon

Top Word Pairs in Tweet in G4:
[8] astrology,paved
[8] paved,way
[8] way,predictive
[8] predictive,#analytics
[8] #analytics,philipcball
[8] philipcball,guardian
[8] guardian,go
[8] go,#ai
[6] ronald_vanloon,astrology
[6] #ai,#b

Top Word Pairs in Tweet in G5:
[2] nft,giveaway
[2] danyalmahmood23,mamas_smith
[2] mamas_smith,danielabless_b
[2] danielabless_b,peligroso77
[2] peligroso77,theebiggamer123
[2] theebiggamer123,politoigor
[2] politoigor,wagnerrock13
[2] wagnerrock13,deguzma_marc
[2] deguzma_marc,kryptonite617
[2] kryptonite617,amnofar13

Top Word Pairs in Tweet in G7:
[14] rachid_smith,roxanedmiremont
[11] marc_beaufi,roxanedmiremont
[7] rachid_smith,marc_beaufi
[6] rien,voir
[5] justinelerouge3,rachid_smith
[4] urgpsy,rachid_smith
[4] voir,covid
[4] marc_beaufi,rachid_smith
[3] front,contre
[3] sonas24,justinelerouge3

Top Word Pairs in Tweet in G10:
[11] joe,smith
[10] samedi,soir
[10] marc,ramsay
[8] smith,jr
[6] artur,beterbiev
[5] soir,rds2
[5] rds2,présente
[5] présente,combat
[5] combat,notre
[5] notre,meilleur

Top Replied-To
Top Replied-To in Entire Graph:
@mr_smith_econ
@rachid_smith
@marc_beaufi
@marc__castillo
@geertwinkel
@wegmitderbild
@witch_ashes
@marc_smith
@144000k
@sonas24

Top Replied-To in G1:
@mr_smith_econ
@geertwinkel
@vranquenvrij
@hoof_l
@evareports
@buuren_a
@vanzuchtelen

Top Replied-To in G4:
@marc_smith
@shrm
@shugars
@ryn_h_

Top Replied-To in G5:
@goblintawnwtf
@goblinlawnwtf

Top Replied-To in G6:
@marc__castillo
@pablonietog8
@palauresist
@coachchisco

Top Replied-To in G7:
@rachid_smith
@marc_beaufi
@144000k
@sonas24
@marc_demoulin
@mabstertv
@urgpsy
@92cqfd
@justinelerouge3

Top Replied-To in G8:
@goblintownwth

Top Replied-To in G9:
@veefriends_nft

Top Replied-To in G10:
@919sports

Top Mentioned
Top Mentioned in Entire Graph:
@mr_smith_econ
@vranquenvrij
@thatkevinsmith
@svcantina
@marcbernardin
@roxanedmiremont
@g8sven
@rachid_smith
@marc_beaufi
@corey_erdman

Top Mentioned in G1:
@mr_smith_econ
@vranquenvrij
@g8sven
@hanslandman
@buuren_a
@anneliesfries
@dimitri19701
@willemdepreker
@vanzuchtelen
@joeytax

Top Mentioned in G2:
@woodg31
@platinumcreater

Top Mentioned in G3:
@thatkevinsmith
@svcantina
@marcbernardin
@thegnooest
@reifenberg
@darknatereturns
@eventbrite

Top Mentioned in G4:
@philipcball
@guardian
@ronald_vanloon
@marc_smith
@sbrownehr
@martinhoyes
@_strclaire
@rajeshsisodia8
@johnnyctaylorjr
@iamsophianelson

Top Mentioned in G5:
@danyalmahmood23
@mamas_smith
@danielabless_b
@peligroso77
@theebiggamer123
@politoigor
@wagnerrock13
@deguzma_marc
@kryptonite617
@amnofar13

Top Mentioned in G6:
@marc__castillo
@jbielphoto
@twitches
@rmbaloncesto
@fcbbasket
@fcbhandbol
@acbcom
@losabesrest
@ropbasket
@pabli51

Top Mentioned in G7:
@roxanedmiremont
@rachid_smith
@marc_beaufi
@justinelerouge3
@urgpsy
@femmerebelle
@choco12345789
@bfmtv
@mabstertv
@sonas24

Top Mentioned in G8:
@favoriji
@marchpaul02
@knyazev1204
@david70279851
@justusmechikou
@marc_smith_dr
@thair790
@alainfleitas
@luca60053220
@catfoot515151

Top Mentioned in G9:
@richard66890674
@namxuithanghan
@chaosone5
@jmbelel
@537_smith
@kc47324924
@harveyc0207
@marc_charx
@alexand78690729
@ysy87137757

Top Mentioned in G10:
@jllegendrerds
@919sports
@eastsideboxing
@lpgeek
@russanber
@abeterbiev

Top Tweeters
Top Tweeters in Entire Graph:
@ronniehowlett3
@nasser_mo3gza
@brandonmscales
@rudedogreyes
@guardian
@nelliejs501
@bfmtv
@romanroberto
@topfanscorner
@foxnews

Top Tweeters in G1:
@nelliejs501
@vieleershans
@slechtvolk
@arnoyuma
@verkerksok
@marjavancaem
@dickkraaij
@plepsart
@heerbean
@ernestmaas55

Top Tweeters in G2:
@woodg31
@escuchamosfm
@dw504966
@nightskinbarbie
@chavalier24
@969theoasis
@angueraramon30
@bministries
@johanlund
@boxinghistoria

Top Tweeters in G3:
@brandonmscales
@whocastillo
@slappy_san
@maccamcmanus
@ambercarlance
@daltondo
@pinkgodzilla2
@fitzingermarina
@bjeaglefeather
@philthepromoter

Top Tweeters in G4:
@guardian
@iamsophianelson
@jayeshmthakur
@nvsdata
@ronald_vanloon
@appthisway
@black_dragon123
@deb_lavoy
@sbrownehr
@shrm

Top Tweeters in G5:
@goblintawnwtf
@rick_mmaya
@nikeexeeht
@kryptonite617
@xxxgaby
@politoigor
@masonsw32
@danielabless_b
@rentaro51663371
@alvinzora

Top Tweeters in G6:
@acbcom
@movistarestu
@fcbbasket
@palauresist
@fcbhandbol
@rmbaloncesto
@losabesrest
@pablonietog8
@robertcerezo13
@davidr_resist

Top Tweeters in G7:
@bfmtv
@femmerebelle
@roxanedmiremont
@xvan_revient
@choco12345789
@sonas24
@urgpsy
@encorem67439029
@cedricsacced
@marc_beaufi

Top Tweeters in G8:
@goblintownwth
@iamk_theking
@ahhosseinzadeh
@alainfleitas
@knyazev1204
@catfoot515151
@thair790
@sundoroidn
@justusmechikou
@marc_smith_dr

Top Tweeters in G9:
@veefriends_nft
@nft_maslo
@namxuithanghan
@martar_85
@marc_charx
@maverickhuntax
@jmbelel
@ysy87137757
@richard66890674
@537_smith

Top Tweeters in G10:
@boxingnews24
@stormin1norman
@foot_sanslimite
@lpgeek
@eastsideboxing
@919sports
@fred99472175
@russanber
@mario5354
@jllegendrerds


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