marc_smith, Twitter, 3/27/2019 9:22:13 AM, 191838


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marc_smith_2019-03-27_00-38-13.xlsx
marc_smith_2019-03-27_00-38-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2JJWGsZ
@marc_smith
@alvinfoo
@helene_wpli
@edtech_stories
@marc_victor1
@scottturneruon
@docassar
@agirregabiria
@fluid_academy
@chidambara09

Top hashtags:
#economy
#gdp
#emergingmarkets
#bigdata
#socialmedia
#ai
#iot
#nowplaying

Description:
Description
The graph represents a network of 1,205 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 Wednesday, 27 March 2019 at 07:38 UTC.

The requested start date was Wednesday, 27 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, 13-hour, 40-minute period from Wednesday, 13 March 2019 at 01:16 UTC to Tuesday, 26 March 2019 at 14:57 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 : 1205
Unique Edges : 2026
Edges With Duplicates : 1203
Total Edges : 3229
Number of Edge Types : 3
Mentions : 2811
Replies to : 148
Tweet : 270
Self-Loops : 270
Reciprocated Vertex Pair Ratio : 0.0434180138568129
Reciprocated Edge Ratio : 0.0832226648959717
Connected Components : 228
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 579
Maximum Edges in a Connected Component : 2349
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.007071
Graph Density : 0.00155705049558181
Modularity : 0.56769
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://lasuperurbana.com/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190772
[10] http://e-learning-teleformacion.blogspot.com/2019/02/network-mapping-ecosystem-marc-smith.html
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190506
[8] http://kq94.net/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191001
[7] http://www.law.com/
[6] http://www.ELBLOKERADIO.com
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191141
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190363

Top URLs in Tweet in G1:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190506
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191001
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190772
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190363
[4] http://nrl.northumbria.ac.uk/35874/
[3] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188128
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191713
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190197
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191141

Top URLs in Tweet in G2:
[1] https://twitter.com/alvinfoo/status/1108179125645172736

Top URLs in Tweet in G3:
[21] https://lasuperurbana.com/
[8] 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://wavwax.com/songs/esta-rico-marc-anthony-will-smith-bad-bunny
[2] https://www.radioabclatino.cl/
[2] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[2] https://www.youtube.com/watch?v=--BHuKeveg4&feature=share


Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191141
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191254
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190915
[1] https://scotpublichealthdotcom.files.wordpress.com/2019/03/accfit.png
[1] http://bit.ly/2U2CbeV?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.dropbox.com/s/2hsopl032vxapdc/2018%20IFAD%20SoMe%20Report%20v2_COM-geconverteerd.pdf?dl=0
[1] https://sites.google.com/site/nephrologyondemand/products-services?authuser=0
[1] https://twitter.com/i/moments/1041982295031332864
[1] http://www.campinas2019.com.br/programa.php
[1] https://www.fluidacademy.org/ifad-2019/program-3.html

Top URLs in Tweet in G6:
[4] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=0e5c94275655ec9212bf1cfc
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191255
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190368
[1] http://nodexlgraphgallery.org/Pages/Default.aspx?search=clmooc
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=68489

Top URLs in Tweet in G7:
[1] https://www.cnn.com/2019/03/14/media/reliable-sources-03-13-19/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[76] nodexlgraphgallery.org
[28] youtube.com
[21] lasuperurbana.com
[15] twitter.com
[10] blogspot.com
[9] law.com
[8] kq94.net
[6] elblokeradio.com
[6] cannabislaw.report
[5] ac.uk

Top Domains in Tweet in G1:
[62] nodexlgraphgallery.org
[5] youtube.com
[5] twitter.com
[4] ac.uk
[3] civichall.org
[3] eventbrite.com
[2] springer.com
[2] pewinternet.org
[2] qz.com
[1] smrfoundation.org

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[21] lasuperurbana.com
[8] kq94.net
[7] youtube.com
[7] law.com
[6] cannabislaw.report
[6] elblokeradio.com
[4] nodexlgraphgallery.org
[4] twitter.com
[3] goodreads.com
[3] wavwax.com

Top Domains in Tweet in G4:
[4] nodexlgraphgallery.org
[1] wordpress.com
[1] bit.ly
[1] dropbox.com
[1] google.com
[1] twitter.com
[1] com.br
[1] fluidacademy.org

Top Domains in Tweet in G6:
[4] nodexlgraphgallery.org
[4] sumall.com

Top Domains in Tweet in G7:
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[143] economy
[143] gdp
[143] emergingmarkets
[31] bigdata
[28] socialmedia
[27] ai
[26] iot
[24] nowplaying
[23] analytics
[21] ahorasuena



Top Hashtags in Tweet in G1:
[28] socialmedia
[24] bigdata
[23] iot
[14] ai
[14] twitter
[12] digitalmarketing
[11] phdchat
[11] infographics
[10] analytics
[9] cx

Top Hashtags in Tweet in G2:
[135] economy
[135] gdp
[135] emergingmarkets
[10] ai
[10] analytics
[10] digitaltransformation
[10] futureofwork
[2] design
[2] stevejobs

Top Hashtags in Tweet in G3:
[22] nowplaying
[21] ahorasuena
[13] lamega105
[7] bigdata
[6] elblokeradio
[3] ai
[3] iot
[3] datascience
[3] machinelearning
[3] analytics

Top Hashtags in Tweet in G4:
[8] some
[8] ifad2018
[4] ifad2019
[3] acc19
[3] cardiotwitter
[2] accfit
[2] cardiology
[2] ifadmini
[1] acc2019
[1] tavr

Top Hashtags in Tweet in G5:
[15] future
[14] innovative
[14] ww
[14] silvereconomy
[8] design
[8] stevejobs
[1] tesla
[1] economy
[1] gdp
[1] emergingmarkets

Top Hashtags in Tweet in G6:
[2] fellowshipat4
[2] lthechat
[2] raiseengassess
[2] clmooc
[1] fellowship
[1] sfhea
[1] pfhea
[1] beaconhea
[1] heafellowship
[1] assessment

Top Hashtags in Tweet in G9:
[4] españaviva
[2] lanoche24h
[2] voxavanza

Top Hashtags in Tweet in G10:
[17] sens

Top Words
Top Words in Tweet in Entire Graph:
[480] Words in Sentiment List#1: Positive
[448] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[21315] Non-categorized Words
[22244] Total Words
[436] smith
[385] marc
[186] marc_smith
[183] alvinfoo
[172] nodexl

Top Words in Tweet in G1:
[156] nodexl
[122] marc_smith
[61] docassar
[49] mikequindazzi
[43] social
[41] edtech_stories
[36] top
[32] media
[31] smr_foundation
[31] statmaven

Top Words in Tweet in G2:
[148] alvinfoo
[139] yuhelenyu
[138] helene_wpli
[136] 1500
[135] rise
[135] fall
[135] 10
[135] biggest
[135] cities
[135] world

Top Words in Tweet in G3:
[180] marc
[180] smith
[131] anthony
[121] bad
[120] bunny
[110] rico
[78] está
[36] ft
[26] 1
[22] #nowplaying

Top Words in Tweet in G4:
[23] gmacscotland
[23] marc_smith
[23] fluid_academy
[18] avkwong
[18] wilkinsonjonny
[17] nephondemand
[17] ccpractitioner
[16] drdangayach
[15] manu_malbrain
[12] gt

Top Words in Tweet in G5:
[18] wef
[18] enricomolinari
[15] cgledhill
[15] mvollmer1
[15] loneliness
[15] #future
[14] here
[14] four
[14] #innovative
[14] solutions

Top Words in Tweet in G6:
[15] marc_smith
[8] lenandlar
[7] tutormentorteam
[7] one
[6] nomadwarmachine
[5] thank
[5] marc
[4] nodexl
[4] biggest
[4] fans

Top Words in Tweet in G7:
[6] r
[4] 5
[3] top
[3] gop
[3] going
[3] people
[2] republicans
[2] wanna
[2] see
[2] lose

Top Words in Tweet in G8:
[2] many
[2] people

Top Words in Tweet in G9:
[14] ortega_smith
[10] vox_es
[4] secretario
[4] general
[4] decir
[4] acto
[4] #españaviva
[3] partido
[3] vox
[3] smith

Top Words in Tweet in G10:
[17] #sens
[17] marc
[17] crawford
[15] zack
[14] hc
[14] informed
[14] media
[14] craiganderson41
[14] start
[14] goal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] marc,anthony
[144] helene_wpli,yuhelenyu
[143] #economy,#gdp
[143] #gdp,#emergingmarkets
[140] rise,fall
[140] fall,10
[140] 10,biggest
[140] biggest,cities
[140] cities,world
[140] world,1500

Top Word Pairs in Tweet in G1:
[38] nodexl,marc_smith
[31] social,media
[31] nodexl,statmaven
[29] smr_foundation,marc_smith
[23] top,hashtags
[22] nodexl,nodexl
[22] marc_smith,mjoehlerich
[21] marc_smith,nodexl
[19] statmaven,docassar
[17] docassar,smr_foundation

Top Word Pairs in Tweet in G2:
[138] helene_wpli,yuhelenyu
[135] rise,fall
[135] fall,10
[135] 10,biggest
[135] biggest,cities
[135] cities,world
[135] world,1500
[135] 1500,#economy
[135] #economy,#gdp
[135] #gdp,#emergingmarkets

Top Word Pairs in Tweet in G3:
[131] marc,anthony
[120] bad,bunny
[96] smith,bad
[81] anthony,smith
[67] está,rico
[54] bunny,está
[24] anthony,bad
[22] smith,ft
[22] ft,marc
[21] rico,marc

Top Word Pairs in Tweet in G4:
[18] marc_smith,avkwong
[18] avkwong,wilkinsonjonny
[17] wilkinsonjonny,ccpractitioner
[16] fluid_academy,gmacscotland
[15] gmacscotland,nephondemand
[15] nephondemand,marc_smith
[11] drdangayach,fluid_academy
[10] manu_malbrain,drdangayach
[10] ccpractitioner,strachanjamie
[10] strachanjamie,iceman_ex

Top Word Pairs in Tweet in G5:
[15] cgledhill,mvollmer1
[14] here,four
[14] four,#innovative
[14] #innovative,solutions
[14] solutions,loneliness
[14] loneliness,around
[14] around,#ww
[14] #ww,wef
[14] wef,enricomolinari
[14] enricomolinari,#silvereconomy

Top Word Pairs in Tweet in G6:
[7] lenandlar,marc_smith
[4] biggest,fans
[4] fans,week
[3] tutormentorteam,lenandlar
[3] nomadwarmachine,lenandlar
[2] top,hashtags
[2] week,cowboyscifibot
[2] cowboyscifibot,lopezgovlaw
[2] lopezgovlaw,marc_smith
[2] marc_smith,thank

Top Word Pairs in Tweet in G7:
[3] top,5
[2] 5,gop
[2] gop,republicans
[2] republicans,wanna
[2] wanna,see
[2] see,lose
[2] lose,seats
[2] seats,2020
[2] 2020,order
[2] order,1

Top Word Pairs in Tweet in G9:
[4] secretario,general
[3] ortega_smith,secretario
[3] general,vox_es
[3] vox_es,ortega_smith
[2] partido,político
[2] acto,vox_es
[2] badajoz,ortega_smith
[2] ortega_smith,#españaviva
[2] 30,acto
[2] acto,#españaviva

Top Word Pairs in Tweet in G10:
[17] marc,crawford
[14] #sens,hc
[14] hc,marc
[14] crawford,informed
[14] informed,media
[14] media,craiganderson41
[14] craiganderson41,start
[14] start,goal
[14] goal,afternoon
[14] afternoon,edmontonoilers

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

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

Top Replied-To in G2:
@alvinfoo

Top Replied-To in G4:
@fluid_academy
@manu_malbrain
@drdangayach
@epeeps_bot
@accintouch
@nephondemand
@harpreetsgrewa1

Top Replied-To in G5:
@enricomolinari
@alvinfoo

Top Replied-To in G6:
@tutormentorteam
@marc_smith
@nomadwarmachine
@kerry_truman
@lenandlar
@scottturneruon

Top Replied-To in G7:
@americanewsroom

Top Replied-To in G8:
@joeram13

Top Replied-To in G9:
@vox_es
@lanoche_24h
@duelelab

Top Mentioned
Top Mentioned in Entire Graph:
@alvinfoo
@helene_wpli
@marc_smith
@yuhelenyu
@nodexl
@mikequindazzi
@docassar
@edtech_stories
@statmaven
@smr_foundation

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

Top Mentioned in G2:
@alvinfoo
@yuhelenyu
@helene_wpli
@tictoc
@accenture
@tmanspeaks
@marc_smith
@a
@marc_meyer
@kaigrunwitz

Top Mentioned in G3:
@omari_ye
@williegramirez

Top Mentioned in G4:
@gmacscotland
@marc_smith
@fluid_academy
@avkwong
@wilkinsonjonny
@ccpractitioner
@nephondemand
@drdangayach
@manu_malbrain
@strachanjamie

Top Mentioned in G5:
@wef
@cgledhill
@mvollmer1
@enricomolinari
@nathealings
@rtehrani
@jeffreybuskey
@jeffkagan
@jeffreyfeldberg
@alvinfoo

Top Mentioned in G6:
@marc_smith
@lenandlar
@tutormentorteam
@nomadwarmachine
@cowboyscifibot
@lopezgovlaw
@stevewheeler
@tv_hiec_chair
@ntutilt
@advancehe

Top Mentioned in G7:
@gop
@marc_lotter
@deepstateshu
@billhemmer
@guypbenson
@repdesaulnier
@mikecoffield
@repmichaelwaltz
@devinnunes
@mercedescolwin

Top Mentioned in G8:
@lakey
@stevecarr1976
@bigdramashow
@hh_boxing
@delisketo
@susycastillo
@foxmittoo
@willsblackwolf
@australiaboxing
@turan742

Top Mentioned in G9:
@ortega_smith
@vox_es
@vox
@lanoche_24h
@_marcsala
@24h_tve
@rtve
@as__queroso
@thoughsob
@castigadory

Top Mentioned in G10:
@craiganderson41
@edmontonoilers
@media_sens
@pammerhockey

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@kenspellman
@lopezgovlaw
@sportsroadhouse
@7daysofboxing
@evankirstel
@el_universal_mx
@eraser
@chidambara09
@elblokeradio

Top Tweeters in G1:
@evankirstel
@chidambara09
@cleandropmobile
@marshacollier
@akwyz
@reflesemi
@sassycrass
@mjoehlerich
@skype
@technowornever

Top Tweeters in G2:
@nancyrubin
@28481k
@vanalich
@kuriharan
@xbrlstandard
@rjlayalawilt
@zeekay15
@realdjthewriter
@artbysophia
@enriquen

Top Tweeters in G3:
@kenspellman
@elblokeradio
@edvradio
@latidos937
@radionovesei96
@kq945
@lameta809
@snatchradiouk
@djnunradio
@williegramirez

Top Tweeters in G4:
@ffolliet
@iceman_ex
@drmarthagulati
@_timos_
@cmichaelgibson
@gmacscotland
@lqventures
@epeeps_bot
@ccpractitioner
@cleclinicmd

Top Tweeters in G5:
@rwang0
@thomaspower
@saukel
@agirregabiria
@nathealings
@wef
@bridges2italy
@urfagundem
@rtehrani
@jeffreyfeldberg

Top Tweeters in G6:
@cowboyscifibot
@lopezgovlaw
@stevewheeler
@tv_hiec_chair
@scottturneruon
@suebecks
@tutormentorteam
@chickengrylls
@kerry_truman
@profsallybrown

Top Tweeters in G7:
@jar_smith
@guypbenson
@cvpayne
@caroljsroth
@deepstateshu
@gop
@americanewsroom
@jessicatarlov
@marc_shariat
@billhemmer

Top Tweeters in G8:
@7daysofboxing
@miketyson2007
@susycastillo
@jgrilo777
@delisketo
@lakey
@bigdramashow
@hh_boxing
@jamiebornagain
@sonniboy77

Top Tweeters in G9:
@24h_tve
@rtve
@antoniomaestre
@thoughsob
@vox_es
@duelelab
@alternativa_vox
@ortega_smith
@lanoche_24h
@rtve_com

Top Tweeters in G10:
@edmontonoilers
@kyle_mclaren
@pammerhockey
@senators
@senstalk_
@anthonybreton77
@tylerssteph00
@dannygauthier3
@nhlsensandstuff
@sensarmchairgm


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