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marc_smith_2019-03-23_00-42-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2JACmua
@marc_smith
@alvinfoo
@edtech_stories
@helene_wpli
@bridgitmendler
@docassar
@v
@marc_victor1
@agirregabiria
@fluid_academy

Top hashtags:
#economy
#gdp
#emergingmarkets
#design
#stevejobs
#bigdata
#socialmedia
#iot
#nyr

Description:
Description
The graph represents a network of 1,469 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, 23 March 2019 at 07:42 UTC.

The requested start date was Thursday, 21 March 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, 23-hour, 15-minute period from Thursday, 07 March 2019 at 00:17 UTC to Wednesday, 20 March 2019 at 23:33 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 : 1469
Unique Edges : 2826
Edges With Duplicates : 1426
Total Edges : 4252
Number of Edge Types : 3
Mentions : 3768
Replies to : 179
Tweet : 305
Self-Loops : 305
Reciprocated Vertex Pair Ratio : 0.0417641162712997
Reciprocated Edge Ratio : 0.0801796023091726
Connected Components : 263
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 656
Maximum Edges in a Connected Component : 3193
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.193727
Graph Density : 0.00144586671316193
Modularity : 0.564822
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] http://e-learning-teleformacion.blogspot.com/2019/02/network-mapping-ecosystem-marc-smith.html
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190772
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185826
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189465
[9] http://kq94.net/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190506
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189919
[7] http://www.law.com/
[6] http://www.ELBLOKERADIO.com

Top URLs in Tweet in G1:
[12] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185826
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189465
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190506
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189919
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190772
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188128
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190363
[4] https://www.smrfoundation.org/wp-content/uploads/2019/02/NodeXL-Pro-Tutorial-How-to-automate-NodeXL-Pro.pdf
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191001

Top URLs in Tweet in G4:
[9] http://kq94.net/
[7] http://www.law.com/
[6] http://www.ELBLOKERADIO.com
[5] https://cannabislaw.report/law-coms-legal-intelligencer-profiles-marc-hauser-who-has-been-brought-in-as-vice-chair-of-reed-smiths-cannabis-group/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190772
[3] https://www.radioabclatino.cl/
[3] https://wavwax.com/songs/esta-rico-marc-anthony-will-smith-bad-bunny
[2] http://spartanburgceo.com/video/2018/10/marc-smith-how-they-help-customers/
[2] https://www.canal507.com/
[2] http://www.djnunradio.com/

Top URLs in Tweet in G5:
[1] https://yhoo.it/2JlNwCQ
[1] https://www.cnn.com/2019/03/14/media/reliable-sources-03-13-19/index.html
[1] https://www.philly.com/philly/entertainment/television/fox-news-ralph-peters-propaganda-trump-sean-hannity-shepard-smith-20180607.html?__vfz=medium%3Dsharebar

Top URLs in Tweet in G7:
[1] https://www.dropbox.com/s/2hsopl032vxapdc/2018%20IFAD%20SoMe%20Report%20v2_COM-geconverteerd.pdf?dl=0
[1] http://www.campinas2019.com.br/programa.php
[1] https://www.fluidacademy.org/ifad-2019/program-3.html
[1] https://sites.google.com/site/nephrologyondemand/products-services?authuser=0
[1] https://twitter.com/i/moments/1041982295031332864

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=1Lt0vtBmEr4&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[96] nodexlgraphgallery.org
[27] twitter.com
[20] youtube.com
[13] blogspot.com
[9] smrfoundation.org
[9] law.com
[9] kq94.net
[7] linkedin.com
[6] elblokeradio.com
[6] cannabislaw.report

Top Domains in Tweet in G1:
[91] nodexlgraphgallery.org
[12] twitter.com
[9] smrfoundation.org
[3] qz.com
[2] sumall.com
[2] ac.uk
[2] pewinternet.org
[2] youtube.com
[1] vimeo.com
[1] bit.ly

Top Domains in Tweet in G4:
[9] kq94.net
[7] law.com
[6] cannabislaw.report
[6] elblokeradio.com
[5] dailymgp.com
[5] nodexlgraphgallery.org
[3] co.uk
[3] youtube.com
[3] radioabclatino.cl
[3] wavwax.com

Top Domains in Tweet in G5:
[1] yhoo.it
[1] cnn.com
[1] philly.com

Top Domains in Tweet in G7:
[1] dropbox.com
[1] com.br
[1] fluidacademy.org
[1] google.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] economy
[116] gdp
[116] emergingmarkets
[56] design
[56] stevejobs
[42] bigdata
[30] socialmedia
[29] iot
[29] nyr
[29] nowplaying



Top Hashtags in Tweet in G1:
[35] bigdata
[30] socialmedia
[26] iot
[21] ai
[14] datascience
[14] digitalmarketing
[10] analytics
[10] twitter
[9] custserv
[9] cx

Top Hashtags in Tweet in G2:
[51] design
[51] stevejobs
[18] london
[18] happyweekend
[6] economy
[6] gdp
[6] emergingmarkets
[4] innovative
[4] ww
[4] silvereconomy

Top Hashtags in Tweet in G3:
[105] economy
[105] gdp
[105] emergingmarkets

Top Hashtags in Tweet in G4:
[24] nowplaying
[15] lamega105
[7] bigdata
[6] elblokeradio
[5] bradley_smith
[4] eg_00_marc_vds
[4] lcr_honda
[3] alexis_espargaro
[3] cal_crutchlow
[3] ai

Top Hashtags in Tweet in G7:
[18] some
[18] ifad2018
[4] ifad2019
[2] ifadmini
[1] wcacs2019
[1] ifad2020
[1] meded
[1] foamed

Top Hashtags in Tweet in G8:
[8] españaviva
[2] vox
[2] lepanto
[2] voxavanza
[1] navasdetolosa
[1] carlosv

Top Hashtags in Tweet in G9:
[12] ufclondon
[1] bonecrusher

Top Hashtags in Tweet in G10:
[23] nyr

Top Words
Top Words in Tweet in Entire Graph:
[522] Words in Sentiment List#1: Positive
[483] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[26983] Non-categorized Words
[27988] Total Words
[563] smith
[441] marc
[229] alvinfoo
[211] marc_smith
[199] nodexl

Top Words in Tweet in G1:
[194] nodexl
[160] marc_smith
[73] mikequindazzi
[64] docassar
[44] edtech_stories
[38] gt
[37] top
[35] bigdata
[34] twitter
[33] social

Top Words in Tweet in G2:
[103] alvinfoo
[94] jeffreybuskey
[58] cgledhill
[57] mvollmer1
[56] pbalakrishnarao
[55] rtehrani
[55] jeffkagan
[55] jeffreyfeldberg
[51] 5
[51] design

Top Words in Tweet in G3:
[108] alvinfoo
[107] yuhelenyu
[106] helene_wpli
[105] rise
[105] fall
[105] 10
[105] biggest
[105] cities
[105] world
[105] 1500

Top Words in Tweet in G4:
[178] smith
[171] marc
[120] anthony
[108] rico
[108] bad
[107] bunny
[61] está
[45] ft
[24] nowplaying
[20] now

Top Words in Tweet in G5:
[10] smith
[6] shep
[6] marc_lotter
[4] never
[3] realdonaldtrump
[3] foxnews
[3] weekend
[3] anchors
[3] arthelneville
[3] lelandvittert

Top Words in Tweet in G6:
[130] hasta
[45] marzo
[42] wisin
[42] yandel
[42] tienen
[42] 22
[42] ghetto
[42] z
[42] l
[42] abril

Top Words in Tweet in G7:
[34] fluid_academy
[20] gmacscotland
[20] marc_smith
[20] meeting
[19] avkwong
[19] report
[18] nephondemand
[18] ccpractitioner
[18] full
[18] ifad2018

Top Words in Tweet in G8:
[15] ortega_smith
[9] vox_es
[8] acto
[8] españaviva
[8] ortega
[8] smith
[6] secretario
[5] vox
[5] v
[5] very

Top Words in Tweet in G9:
[13] marc_diakiese
[12] ufclondon
[7] win
[3] bonecrusher
[3] back
[3] next
[3] great
[2] gets
[2] fights
[2] tears

Top Words in Tweet in G10:
[26] smith
[26] marc
[26] staal
[23] nyrangers
[23] nyr
[23] coach
[23] quinn
[23] flu
[23] play
[23] tonight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[152] marc,anthony
[120] bad,bunny
[117] helene_wpli,yuhelenyu
[116] rise,fall
[116] fall,10
[116] 10,biggest
[116] biggest,cities
[116] cities,world
[116] world,1500
[116] 1500,economy

Top Word Pairs in Tweet in G1:
[39] nodexl,marc_smith
[30] nodexl,nodexl
[27] social,media
[27] nodexl,statmaven
[26] top,hashtags
[22] gt,gt
[21] marc_smith,nodexl
[19] docassar,nodexl
[18] statmaven,docassar
[16] docassar,marc_smith

Top Word Pairs in Tweet in G2:
[55] rtehrani,jeffreybuskey
[55] jeffreybuskey,jeffkagan
[55] jeffkagan,jeffreyfeldberg
[55] jeffreyfeldberg,cgledhill
[55] cgledhill,mvollmer1
[51] stevejobs,rtehrani
[49] 5,rules
[49] rules,design
[49] design,according
[49] according,stevejobs

Top Word Pairs in Tweet in G3:
[106] helene_wpli,yuhelenyu
[105] alvinfoo,rise
[105] rise,fall
[105] fall,10
[105] 10,biggest
[105] biggest,cities
[105] cities,world
[105] world,1500
[105] 1500,economy
[105] economy,gdp

Top Word Pairs in Tweet in G4:
[120] marc,anthony
[107] bad,bunny
[79] smith,bad
[60] anthony,smith
[60] está,rico
[30] bunny,está
[25] ft,marc
[25] anthony,bad
[24] smith,ft
[23] rico,marc

Top Word Pairs in Tweet in G5:
[6] shep,smith
[3] foxnews,weekend
[3] weekend,anchors
[3] anchors,arthelneville
[3] arthelneville,lelandvittert
[3] lelandvittert,trained
[3] trained,cnn
[3] cnn,prior
[3] prior,ratings
[3] ratings,collapse

Top Word Pairs in Tweet in G6:
[42] wisin,yandel
[42] yandel,tienen
[42] tienen,hasta
[42] hasta,22
[42] 22,ghetto
[42] ghetto,z
[42] z,l
[42] l,hasta
[42] hasta,abril
[42] abril,miky

Top Word Pairs in Tweet in G7:
[19] marc_smith,avkwong
[17] full,300
[17] 300,page
[17] page,social
[17] social,media
[17] media,report
[17] report,ifad2018
[17] ifad2018,meeting
[17] meeting,amsterdam
[17] amsterdam,out

Top Word Pairs in Tweet in G8:
[8] ortega,smith
[5] very,grateful
[5] grateful,ethanz
[5] ethanz,recommending
[5] recommending,social
[5] social,machine
[5] machine,judithd
[5] judithd,especially
[5] especially,inspired
[5] inspired,newgroup

Top Word Pairs in Tweet in G9:
[2] bonecrusher,gets
[2] gets,win
[2] win,fights
[2] fights,back
[2] back,tears
[2] tears,speaks
[2] speaks,danhardymma
[2] danhardymma,well
[2] well,fought
[2] fought,marc_diakiese

Top Word Pairs in Tweet in G10:
[26] marc,staal
[23] nyr,coach
[23] coach,quinn
[23] quinn,marc
[23] staal,flu
[23] flu,play
[23] play,tonight
[23] tonight,vs
[23] vs,det
[23] det,lias

Top Replied-To
Top Replied-To in Entire Graph:
@marc_smith
@alvinfoo
@enricomolinari
@bigkev67
@nomadwarmachine
@docassar
@andrewincontact
@fcbedmond
@johnbyrnesays
@fluid_academy

Top Replied-To in G1:
@marc_smith
@nomadwarmachine
@docassar
@andrewincontact
@tutormentorteam
@nodexl
@hrheingold
@brynmw
@fmfrancoise
@edtech_stories

Top Replied-To in G2:
@alvinfoo

Top Replied-To in G3:
@alvinfoo

Top Replied-To in G5:
@gop
@ryanafournier
@americanewsroom
@kasiedc
@loudobbs

Top Replied-To in G7:
@fluid_academy
@drdangayach
@manu_malbrain
@nephondemand
@strachanjamie
@wilkinsonjonny
@harpreetsgrewa1

Top Replied-To in G8:
@duelelab
@eltivipata
@marc_g_
@vox_cantabria

Top Replied-To in G9:
@joshbarnes1990

Top Replied-To in G10:
@rangers_random
@nyrangers

Top Mentioned
Top Mentioned in Entire Graph:
@alvinfoo
@marc_smith
@yuhelenyu
@helene_wpli
@jeffreybuskey
@nodexl
@mikequindazzi
@cgledhill
@mvollmer1
@pbalakrishnarao

Top Mentioned in G1:
@marc_smith
@nodexl
@mikequindazzi
@docassar
@edtech_stories
@chidambara09
@statmaven
@smr_foundation
@worldtrendsinfo
@fmfrancoise

Top Mentioned in G2:
@alvinfoo
@jeffreybuskey
@cgledhill
@mvollmer1
@pbalakrishnarao
@rtehrani
@jeffkagan
@jeffreyfeldberg
@cloudpreacher
@fklivestolearn

Top Mentioned in G3:
@yuhelenyu
@helene_wpli
@alvinfoo
@mhcommunicate
@mhiesboeck
@kuriharan
@mikequindazzi
@tamaramccleary
@salz_er
@kaigrunwitz

Top Mentioned in G5:
@marc_lotter
@realdonaldtrump
@foxnews
@arthelneville
@lelandvittert
@addison88614078
@ryanafournier
@kabamur_taygeta
@billhemmer
@guypbenson

Top Mentioned in G6:
@victorbermudz

Top Mentioned in G7:
@fluid_academy
@gmacscotland
@marc_smith
@avkwong
@ccpractitioner
@nephondemand
@wilkinsonjonny
@drdangayach
@iceman_ex
@strachanjamie

Top Mentioned in G8:
@ortega_smith
@vox_es
@v
@ethanz
@judithd
@alternativa_vox
@bridgitmendler
@krls
@lbalcarce
@pfbarbadillo

Top Mentioned in G9:
@marc_diakiese
@danhardymma
@espn
@ufceurope
@duffy_mma
@btsportufc
@ufc
@darrenrussell_
@alexthemauler
@coreya_mma

Top Mentioned in G10:
@nyrangers
@statboy_steven
@rangers_random

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@kenspellman
@buybookstore
@lopezgovlaw
@sportsroadhouse
@el_universal_mx
@eraser
@chidambara09
@elblokeradio
@edvradio

Top Tweeters in G1:
@cowboyscifibot
@lopezgovlaw
@chidambara09
@cleandropmobile
@marshacollier
@sassycrass
@financialtimes
@mjoehlerich
@skype
@octaviano

Top Tweeters in G2:
@lollydaskal
@simonlporter
@gvalan
@rwang0
@thomaspower
@grattongirl
@vanalich
@nealschaffer
@rjlayalawilt
@004nino

Top Tweeters in G3:
@28481k
@kuriharan
@xbrlstandard
@zeekay15
@realdjthewriter
@enriquen
@mench90
@tamaramccleary
@comparativist
@ctsimpson1

Top Tweeters in G4:
@kenspellman
@buybookstore
@elblokeradio
@edvradio
@latidos937
@radionovesei96
@kq945
@snatchradiouk
@djnunradio
@marc_leibowitz

Top Tweeters in G5:
@foxnews
@msnbc
@davidmdrucker
@guypbenson
@cvpayne
@caroljsroth
@realdonaldtrump
@gop
@americanewsroom
@loudobbs

Top Tweeters in G6:
@_julinnette
@__zvh
@carolina_isa123
@victorbermudz
@4kiary
@cjperez06
@licea_yot
@hectorsam11
@liznoely
@karenroque0

Top Tweeters in G7:
@ffolliet
@iceman_ex
@ccpractitioner
@chriscarrollmd
@virenkaul
@avkwong
@curromir
@wilkinsonjonny
@fluid_academy
@sapnakmd

Top Tweeters in G8:
@lyoumendler
@highonbridgit
@pfbarbadillo
@ikaitor
@pous
@eltivipata
@vox_es
@ethanz
@duelelab
@alternativa_vox

Top Tweeters in G9:
@espn
@ufc
@ufceurope
@posterboyjm
@danhardymma
@darrenrussell_
@rosstherealdeal
@erykanders
@btsportufc
@coreya_mma

Top Tweeters in G10:
@nhltay21
@judsonk17
@chefpaul72
@avery16fan
@nyrangers
@zak4b
@ryan_nugget
@mattiasohlsson7
@txwritergal
@amandalucia76


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