marc_smith, Twitter, 4/6/2019 1:15:53 PM, 192806


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marc_smith_2019-04-06_00-43-00.xlsx
marc_smith_2019-04-06_00-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 06, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2Kfvv9R
@marc_smith
@alvinfoo
@disneyanimation
@marc_victor1
@chidambara09
@edtech_stories
@scottturneruon
@manu_malbrain
@digitalspacelab
@ortega_smith

Top hashtags:
#digitaltransformation
#ai
#socialmedia
#futureofwork
#economy

Description:
Description
The graph represents a network of 1,550 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 Saturday, 06 April 2019 at 07:43 UTC.

The requested start date was Thursday, 04 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 57-minute period from Thursday, 21 March 2019 at 00:30 UTC to Wednesday, 03 April 2019 at 23:28 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 : 1550
Unique Edges : 2471
Edges With Duplicates : 970
Total Edges : 3441
Number of Edge Types : 3
Mentions : 3017
Tweet : 310
Replies to : 114
Self-Loops : 310
Reciprocated Vertex Pair Ratio : 0.028436018957346
Reciprocated Edge Ratio : 0.0552995391705069
Connected Components : 250
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 438
Maximum Edges in a Connected Component : 1933
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.83508
Graph Density : 0.00108457069076824
Modularity : 0.643777
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] http://e-learning-teleformacion.blogspot.com/2019/02/network-mapping-ecosystem-marc-smith.html
[9] http://kq94.net/
[9] https://lasuperurbana.com/
[7] http://www.ELBLOKERADIO.com
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191713
[7] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[6] http://wepa.fm/
[6] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[6] https://www.linkedin.com/pulse/sixteen-year-old-global-leader-marc-smith-sacks-ma-pcc/?published=t
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191838

Top URLs in Tweet in G2:
[7] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191713
[5] http://nrl.northumbria.ac.uk/35874/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191838
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191141
[3] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191001
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191685
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191258

Top URLs in Tweet in G3:
[1] https://www.visualcapitalist.com/how-tech-giants-make-billions/
[1] https://reshapecxm.com/?utm_source=Social&utm_medium=TopRank&utm_campaign=Reshaping
[1] Customer
[1] Experience

Top URLs in Tweet in G5:
[9] https://lasuperurbana.com/
[9] http://kq94.net/
[7] http://www.ELBLOKERADIO.com
[6] http://wepa.fm/
[4] http://sparkxradio.caster.fm/
[3] https://newschannel20.com/news/local/prtizker-names-new-dcfs-director
[3] https://www.youtube.com/watch?v=3kGRaNWXJGo&feature=youtu.be

[3] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT
[2] https://twitter.com/twittermusic/status/1106260930793488384
[2] https://www.viasud.ca/marc-anthoy-will-smith-bad-bunny-esta-rico/

Top URLs in Tweet in G8:
[2] https://www.cope.es/actualidad/television/noticias/tremenda-bronca-como-respuesta-ortega-smith-vox-susanna-griso-esta-bien-misma-matraca-20190325_380164

Top URLs in Tweet in G9:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192121
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191254
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192057
[1] http://bit.ly/2U2CbeV?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[1] https://qconline.com/news/state-and-regional/govt-and-politics/pritzker-names-marc-d-smith-to-lead-dcfs-governor-also/article_6d8ac06d-e5a0-5f9a-86b3-0ffa0304f469.html?fbclid=IwAR3J890Xq6Cm4ZWG8cse5Wp4ZEkrvcxS9AqBNcJ3gnO1T4UKQxsxupG6yt8
[1] https://www.sj-r.com/news/20190327/pritzker-orders-illinois-dcfs-review-nominates-new-director

Top Domains
Top Domains in Tweet in Entire Graph:
[49] nodexlgraphgallery.org
[21] twitter.com
[18] youtube.com
[15] eventbrite.com
[14] blogspot.com
[12] facebook.com
[9] kq94.net
[9] lasuperurbana.com
[8] co.uk
[7] elblokeradio.com

Top Domains in Tweet in G2:
[44] nodexlgraphgallery.org
[11] eventbrite.com
[5] ac.uk
[4] twitter.com
[3] civichall.org
[3] youtube.com
[2] icwsm.org
[2] wasimahmed.org
[2] sumall.com
[2] springer.com

Top Domains in Tweet in G3:
[1] visualcapitalist.com
[1] reshapecxm.com

Top Domains in Tweet in G5:
[9] lasuperurbana.com
[9] kq94.net
[8] twitter.com
[7] youtube.com
[7] facebook.com
[7] elblokeradio.com
[6] wepa.fm
[4] caster.fm
[3] goodreads.com
[3] newschannel20.com

Top Domains in Tweet in G8:
[2] cope.es

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

Top Domains in Tweet in G10:
[1] qconline.com
[1] sj-r.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] digitaltransformation
[43] ai
[34] socialmedia
[33] futureofwork
[31] economy
[31] emergingmarkets
[30] gdp
[29] analytics
[28] tech
[22] nowplaying



Top Hashtags in Tweet in G1:
[1] techtuesday

Top Hashtags in Tweet in G2:
[33] socialmedia
[21] phdchat
[18] iot
[12] bigdata
[11] ai
[11] twitter
[10] digitalmarketing
[9] analytics
[9] nodexl
[9] infographics

Top Hashtags in Tweet in G3:
[51] digitaltransformation
[31] ai
[31] futureofwork
[25] economy
[25] gdp
[25] emergingmarkets
[20] analytics
[18] tech
[18] google
[18] facebook

Top Hashtags in Tweet in G5:
[21] nowplaying
[11] lamega105
[9] ahorasuena
[7] elblokeradio
[3] dcfs
[2] musique
[2] breaking
[2] wavwax
[2] np
[2] snatchradiouk

Top Hashtags in Tweet in G8:
[3] laventanaindiscreta
[3] españaviva
[2] cataluñaporespaña
[2] lanoche24h
[1] equiparacionya
[1] jusapoltv
[1] 6abrilmadrid
[1] juiciodelproces
[1] voxextremanecesidad
[1] porespañameatrevo

Top Hashtags in Tweet in G9:
[2] quality2019
[2] quality19
[2] glasgow
[2] legoforimprovement
[2] acc19
[2] cardiotwitter
[2] cardiology
[1] qi
[1] acc2019
[1] tavr

Top Hashtags in Tweet in G10:
[1] ilfosterstrong
[1] twill

Top Words
Top Words in Tweet in Entire Graph:
[537] Words in Sentiment List#1: Positive
[485] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[27410] Non-categorized Words
[28433] Total Words
[605] marc
[525] smith
[261] responde
[216] help
[216] team

Top Words in Tweet in G1:
[211] help
[210] storyboarding
[210] process
[210] production
[210] technology
[210] team
[210] developed
[210] tool
[210] called
[210] raconteur

Top Words in Tweet in G2:
[130] nodexl
[87] marc_smith
[65] social
[54] docassar
[53] media
[45] was3210
[33] #socialmedia
[31] smr_foundation
[27] statmaven
[25] mikequindazzi

Top Words in Tweet in G3:
[96] alvinfoo
[51] #digitaltransformation
[45] helene_wpli
[40] accenture
[31] #ai
[31] #futureofwork
[29] yuhelenyu
[26] marc_smith
[26] 1500
[25] rise

Top Words in Tweet in G4:
[258] responde
[131] marc
[130] rins42
[130] angelina
[130] jolie
[129] marcmarquez93
[129] rins
[129] celebrity
[129] crush
[129] seguro

Top Words in Tweet in G5:
[184] smith
[181] marc
[118] anthony
[110] bad
[110] bunny
[108] rico
[58] está
[36] ft
[21] #nowplaying
[19] now

Top Words in Tweet in G6:
[3] cleary_marc
[3] smith
[2] foxmittoo
[2] dudemcsnabs
[2] australiaboxing
[2] many
[2] people

Top Words in Tweet in G8:
[22] ortega_smith
[10] vox_es
[8] españa
[7] decir
[5] vox
[4] 04
[4] santi_abascal
[4] ha
[3] #laventanaindiscreta
[3] ortega

Top Words in Tweet in G9:
[12] gt
[5] epeeps_bot
[5] accintouch
[5] nejm
[5] cleclinicmd
[4] acc19
[4] news
[4] published
[4] marc
[4] smith

Top Words in Tweet in G10:
[17] marc
[16] smith
[15] d
[14] illinoisdcfs
[13] director
[11] protect
[11] support
[10] named
[9] sending
[9] prayerful

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[210] help,storyboarding
[210] storyboarding,process
[210] process,production
[210] production,technology
[210] technology,team
[210] team,developed
[210] developed,tool
[210] tool,called
[210] called,raconteur
[210] raconteur,artists

Top Word Pairs in Tweet in G1:
[210] help,storyboarding
[210] storyboarding,process
[210] process,production
[210] production,technology
[210] technology,team
[210] team,developed
[210] developed,tool
[210] tool,called
[210] called,raconteur
[210] raconteur,artists

Top Word Pairs in Tweet in G2:
[52] social,media
[27] nodexl,statmaven
[27] smr_foundation,marc_smith
[25] nodexl,marc_smith
[19] marc_smith,nodexl
[17] #phdchat,#socialmedia
[16] marc_smith,alvinfoo
[16] docassar,nodexl
[15] statmaven,docassar
[15] docassar,smr_foundation

Top Word Pairs in Tweet in G3:
[28] helene_wpli,yuhelenyu
[25] rise,fall
[25] fall,10
[25] 10,biggest
[25] biggest,cities
[25] cities,world
[25] world,1500
[25] 1500,#economy
[25] #economy,#gdp
[25] #gdp,#emergingmarkets

Top Word Pairs in Tweet in G4:
[130] angelina,jolie
[129] rins42,rins
[129] rins,celebrity
[129] celebrity,crush
[129] crush,marc
[129] marc,responde
[129] responde,angelina
[129] jolie,seguro
[129] seguro,fallas
[129] fallas,bestia

Top Word Pairs in Tweet in G5:
[118] marc,anthony
[110] bad,bunny
[82] smith,bad
[71] anthony,smith
[58] está,rico
[39] bunny,está
[28] rico,marc
[26] anthony,bad
[23] bunny,rico
[21] smith,ft

Top Word Pairs in Tweet in G8:
[3] secretario,general
[3] vox_es,ortega_smith
[2] #laventanaindiscreta,jusapol
[2] jusapol,durante
[2] durante,visita
[2] visita,ortega_smith
[2] ortega_smith,palmas
[2] palmas,nuestas
[2] nuestas,policías
[2] policías,guardias

Top Word Pairs in Tweet in G9:
[8] gt,gt
[5] epeeps_bot,accintouch
[5] accintouch,nejm
[5] nejm,cleclinicmd
[4] acc19,news
[4] news,gt
[4] gt,published
[4] published,marc
[4] marc,smith
[4] smith,twitter

Top Word Pairs in Tweet in G10:
[15] marc,d
[15] d,smith
[9] sending,prayerful
[9] prayerful,thoughts
[9] thoughts,support
[9] support,newly
[9] newly,named
[9] named,director
[9] director,illinoisdcfs
[9] illinoisdcfs,marc

Top Replied-To
Top Replied-To in Entire Graph:
@dr_draper
@alvinfoo
@bernardamus
@docassar
@billmew
@paulinescott222
@secureworks
@marc_smith
@andrewincontact
@was3210

Top Replied-To in G2:
@bernardamus
@docassar
@andrewincontact
@fmfrancoise
@was3210
@lakotalaw
@621carly
@mustabsar1
@wil_bielert
@engineer_gone

Top Replied-To in G3:
@dr_draper
@alvinfoo
@billmew
@jackcoleman219
@debbiediscovers
@john_g_dawes
@evaferguson_
@wiemersnijders

Top Replied-To in G4:
@rins42
@cristinascara

Top Replied-To in G6:
@cleary_marc
@joeram13

Top Replied-To in G7:
@adrianaallegri

Top Replied-To in G8:
@talaverano78
@vox_es
@lanoche_24h

Top Replied-To in G9:
@epeeps_bot

Top Mentioned
Top Mentioned in Entire Graph:
@disneyanimation
@marcmarquez93
@rins42
@marc_smith
@alvinfoo
@nodexl
@helene_wpli
@mikequindazzi
@was3210
@accenture

Top Mentioned in G1:
@disneyanimation

Top Mentioned in G2:
@marc_smith
@nodexl
@was3210
@docassar
@smr_foundation
@statmaven
@mikequindazzi
@nodexl_mktng
@edtech_stories
@chidambara09

Top Mentioned in G3:
@alvinfoo
@helene_wpli
@accenture
@yuhelenyu
@marc_smith
@marc_meyer
@mvollmer1
@mikequindazzi
@tictoc
@tmanspeaks

Top Mentioned in G4:
@marcmarquez93
@rins42
@maxi27173
@inblueblood

Top Mentioned in G5:
@omari_ye
@williegramirez

Top Mentioned in G6:
@foxmittoo
@dudemcsnabs
@australiaboxing
@ianwilson69
@sonniboy77
@boxingnbt
@mikepearso36
@aharveybxingfan
@lakelakey75
@abelpatson

Top Mentioned in G7:
@victoria_r143
@sarahjbrowne
@joncarlinwriter
@kat_films
@octobercomics
@rebelwriter143
@rhetoricaskew
@cindytomamichel
@brussell84kiwi
@writer_mdneu

Top Mentioned in G8:
@ortega_smith
@vox_es
@santi_abascal
@jusapol
@igarrigavaz
@mariamonterotfe
@hispanocaedo
@ivanvelez72
@jcamposasensi
@vox_barcelona

Top Mentioned in G9:
@accintouch
@nejm
@cleclinicmd
@gmacscotland
@epeeps_bot
@_timos_
@qualityforum
@helenbevan
@theihi

Top Mentioned in G10:
@illinoisdcfs
@ltgovstratton
@govpritzker
@thedailylineil
@peterqhancock
@dispatch_argus
@capitolfax

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@buybookstore
@solutioneer72
@7daysofboxing
@evankirstel
@eraser
@chidambara09
@elblokeradio
@edvradio
@fintechna

Top Tweeters in G1:
@krissiscribbles
@kimushun199839
@elcarpo
@saintsghost
@lombardloyland
@supersappho
@stuffwell303
@dlishome
@sun_flower119
@leonkfox

Top Tweeters in G2:
@evankirstel
@chidambara09
@fintechna
@akwyz
@reflesemi
@mjoehlerich
@smnewsdaily
@technowornever
@machinelearn_d
@forbes

Top Tweeters in G3:
@nancyrubin
@debraruh
@kuriharan
@xbrlstandard
@artbysophia
@spirosmargaris
@wef
@tictoc
@rtehrani
@tamaramccleary

Top Tweeters in G4:
@anapizarro97
@madwritter_
@sorridiestobene
@yolandaroez
@chokyuhyunlukwa
@luu_stilinski
@julia6212
@liamismyweed
@regulandotc
@draxlerxsaul

Top Tweeters in G5:
@buybookstore
@elblokeradio
@edvradio
@bewithjitendra
@kq945
@exacordoba
@northtrenton
@snatchradiouk
@hidingnparadise
@deletedbymps

Top Tweeters in G6:
@7daysofboxing
@jenkinsonleslie
@miketyson2007
@susycastillo
@jgrilo777
@delisketo
@lakey
@bigdramashow
@ianwilson69
@hh_boxing

Top Tweeters in G7:
@fettkeven
@samescarolyn
@aidenhatfield
@cendrinemedia
@allevin18
@zammit_marc
@tuckerdalebooth
@scarlets55
@ikkegoemikke
@andrea_portes

Top Tweeters in G8:
@24h_tve
@rtve
@antoniomaestre
@mariamonterotfe
@marc_ava
@vox_es
@alternativa_vox
@ortega_smith
@santi_abascal
@_marc_mateo

Top Tweeters in G9:
@markoneinfour
@_timos_
@drmarthagulati
@cmichaelgibson
@mental_elf
@gmacscotland
@lqventures
@epeeps_bot
@cleclinicmd
@artcardio

Top Tweeters in G10:
@solutioneer72
@robertloerzel
@capitolfax
@dispatch_argus
@thedailylinechi
@peterqhancock
@heathercherone
@laurendc5
@aaronloweal
@bschoenburg


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