marc_smith, Twitter, 1/18/2019 3:42:03 AM, 182352


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marc_smith_2019-01-17_06-36-46.xlsx
marc_smith_2019-01-17_06-36-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2TX0Ldr
@marc_smith
@youtube
@alvinfoo
@fmfrancoise
@social_molly
@edtech_stories
@chidambara09
@wiprodigital
@nodexl
@s

Top hashtags:
#digitaltransformation
#ai
#internet
#ar
#mr
#vr
#ff
#futureofwork
#iot
#ml

Description:
Description
The graph represents a network of 1,683 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, 17 January 2019 at 14:37 UTC.

The requested start date was Wednesday, 16 January 2019 at 01:01 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, 44-minute period from Wednesday, 02 January 2019 at 01:14 UTC to Wednesday, 16 January 2019 at 00:59 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 : 1683
Unique Edges : 3186
Edges With Duplicates : 1546
Total Edges : 4732
Number of Edge Types : 3
Replies to : 185
Mentions : 4143
Tweet : 404
Self-Loops : 404
Reciprocated Vertex Pair Ratio : 0.0358433734939759
Reciprocated Edge Ratio : 0.0692061645827275
Connected Components : 321
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 741
Maximum Edges in a Connected Component : 3479
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.390608
Graph Density : 0.0012148483506111
Modularity : 0.567647
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[75] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be&a

[26] https://www.barrons.com/articles/ces-2019-artificial-intelligence-51546624786
[18] https://twitter.com/kanyewest/status/1073936915382976515
[16] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[13] https://www.ticketspread.com/home/event/marc-smith-s-official-massive-birthday-stomp-9
[12] http://kq94.net/
[10] https://twitter.com/AGretz/status/1080650100341465088
[8] https://www.footballwebpages.co.uk/match/2018-2019/southern-football-league-premier-south-division/dorchester-town/farnborough/122626
[8] https://twitter.com/ComedoresUSB/status/1083456842842419202
[8] https://www.youtube.com/watch?v=8llrnaYLKx4&feature=youtu.be&aEst


Top URLs in Tweet in G1:
[7] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180418
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180320
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181975
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180459
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180661
[2] http://blogs.lse.ac.uk/impactofsocialsciences/2017/05/08/using-twitter-as-a-data-source-an-overview-of-social-media-research-tools-updated-for-2017/

Top URLs in Tweet in G2:
[12] http://kq94.net/
[5] http://www.ELBLOKERADIO.com
[4] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[4] http://wepa.fm/
[4] http://www.djnunradio.com/
[3] https://www.youtube.com/watch?v=--BHuKeveg4&feature=share

[3] http://www.topsport.com.au/Sport/Golf/Sony_Open_in_Hawaii/Futures
[2] https://www.youtube.com/watch?v=--BHuKeveg4

[2] http://1001waugusta.c21.com/
[2] http://spartanburgceo.com/video/2018/10/marc-smith-how-they-help-customers/

Top URLs in Tweet in G3:
[75] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be&a

[12] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[8] https://www.youtube.com/watch?v=8llrnaYLKx4&feature=youtu.be&aEst

[7] https://www.youtube.com/watch?v=dUo3VV2N28g&feature=youtu.be&a

[6] https://www.youtube.com/watch?v=c6iwSr90sUM&feature=youtu.be&a

[4] https://www.youtube.com/watch?v=8llrnaYLKx4&feature=youtu.be&a

[3] https://www.youtube.com/watch?v=LkHbCT2DPuE&feature=youtu.be&a

[2] https://www.youtube.com/watch?v=0epiLgUC1HI&feature=youtu.be&a

[2] https://www.youtube.com/watch?v=hy4akJhy3d0&feature=youtu.be&a

[2] https://www.youtube.com/watch?v=NkhKETIpsQA&feature=youtu.be&a


Top URLs in Tweet in G4:
[26] https://www.barrons.com/articles/ces-2019-artificial-intelligence-51546624786
[1] https://dy.si/3k3tD
[1] https://dy.si/jtd6E
[1] https://twitter.com/HarbRimah/status/1080832492091990016
[1] https://twitter.com/alvinfoo/status/1074123716148133888
[1] https://www.fiverr.com/s2/20fad971d5

Top URLs in Tweet in G5:
[2] https://www.libertaddigital.com/espana/2019-01-13/un-joven-intenta-agredir-a-ortega-smith-en-burgos-1276631231/
[1] https://twitter.com/mmendizabal1/status/1081276275505934336
[1] http://dlvr.it/QwZyrB
[1] https://twitter.com/umcmossos/status/1084468773120294914?s=21
[1] http://www.rtve.es/directo/la-1/

Top URLs in Tweet in G8:
[1] http://www.espn.com/espn/now?nowId=21-41053002-4

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=MiRcoiFVrMw&feature=youtu.be&t=1807

[2] https://qz.com/179158/turns-out-twitter-is-even-more-politically-polarized-than-you-thought/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181975
[1] https://twitter.com/EdTech_Stories/status/1081238088704294912
[1] https://youtu.be/2rzxAyY7D7k?t=1054
[1] https://twitter.com/EdTech_Stories/status/437310653364449281
[1] https://edutechstories.blogspot.com/2019/01/what-if-god-was-one-of-us-what-would-he.html
[1] https://www.youtube.com/watch?v=vRpmME9j7UY

[1] https://mobile.twitter.com/EdTech_Stories/status/1082727781291696133

Top URLs in Tweet in G10:
[1] https://twitter.com/FmFrancoise/status/1080389706888683520
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180831

Top Domains
Top Domains in Tweet in Entire Graph:
[171] youtube.com
[67] twitter.com
[63] nodexlgraphgallery.org
[33] facebook.com
[26] barrons.com
[13] ticketspread.com
[12] kq94.net
[9] co.uk
[7] soundcloud.com
[7] wavwax.com

Top Domains in Tweet in G1:
[59] nodexlgraphgallery.org
[8] youtube.com
[2] dropbox.com
[2] ac.uk
[2] twitter.com
[1] pewinternet.org
[1] analyticsworkshops.com
[1] researchgate.net
[1] statista.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[12] facebook.com
[12] kq94.net
[11] youtube.com
[9] twitter.com
[6] instagram.com
[5] elblokeradio.com
[4] wepa.fm
[4] djnunradio.com
[3] soundcloud.com
[3] spotify.com

Top Domains in Tweet in G3:
[142] youtube.com
[3] youtu.be

Top Domains in Tweet in G4:
[26] barrons.com
[2] dy.si
[2] twitter.com
[1] fiverr.com

Top Domains in Tweet in G5:
[2] libertaddigital.com
[2] twitter.com
[1] dlvr.it
[1] rtve.es

Top Domains in Tweet in G8:
[1] espn.com

Top Domains in Tweet in G9:
[3] twitter.com
[3] youtube.com
[2] qz.com
[1] nodexlgraphgallery.org
[1] youtu.be
[1] blogspot.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] digitaltransformation
[138] ai
[78] internet
[57] ar
[56] mr
[56] vr
[56] ff
[49] futureofwork
[41] iot
[40] ml



Top Hashtags in Tweet in G1:
[47] ai
[41] futureofwork
[32] ml
[32] dl
[31] usa
[31] china
[31] india
[31] uk
[31] japan
[31] robotics

Top Hashtags in Tweet in G2:
[22] nowplaying
[8] lamega105
[5] music
[5] elblokeradio
[4] dancers
[4] dance
[4] dancer
[4] dancing
[4] hiphop
[4] dancelife

Top Hashtags in Tweet in G3:
[3] video
[3] music
[1] musicvideo
[1] latin
[1] musica
[1] musique
[1] musik

Top Hashtags in Tweet in G4:
[91] digitaltransformation
[88] ai
[49] ar
[49] mr
[49] vr
[49] ff
[20] iot
[18] innovation
[16] marketing
[16] bigdata

Top Hashtags in Tweet in G5:
[2] lavoxarv
[2] interceptado
[2] ultraderecha
[2] gobierno
[1] equiparacionya
[1] fakenews
[1] losdesayunos

Top Hashtags in Tweet in G6:
[66] digitaltransformation
[62] internet
[3] leadership
[3] culture
[1] ar
[1] mr
[1] vr
[1] ai
[1] ff

Top Hashtags in Tweet in G9:
[10] socmedhe18
[3] whatwouldjesusdo
[3] joinin
[1] indyref
[1] brexit
[1] baaanedictnothappy

Top Hashtags in Tweet in G10:
[8] urosome

Top Words
Top Words in Tweet in Entire Graph:
[607] Words in Sentiment List#1: Positive
[632] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[31623] Non-categorized Words
[32865] Total Words
[969] ø
[762] smith
[751] marc
[617] ù
[356] anthony

Top Words in Tweet in G1:
[162] nodexl
[103] mikequindazzi
[89] marc_smith
[62] alvinfoo
[47] ai
[42] fmfrancoise
[41] futureofwork
[35] mt
[33] gmacscotland
[33] uk

Top Words in Tweet in G2:
[252] smith
[252] marc
[178] anthony
[177] rico
[172] bad
[170] bunny
[67] está
[39] estã
[36] clean
[34] ft

Top Words in Tweet in G3:
[145] youtube
[145] smith
[144] marc
[138] video
[135] anthony
[134] bad
[133] bunny
[124] rico
[76] official
[64] está

Top Words in Tweet in G4:
[91] digitaltransformation
[88] ai
[77] alvinfoo
[77] jeffreybuskey
[71] digitalcloudgal
[52] 2019
[51] digitalvipul
[50] world
[49] user
[49] interface

Top Words in Tweet in G5:
[42] ortega_smith
[30] vox_es
[16] ø
[15] ù
[13] ðÿ
[12] vox
[11] violencia
[10] smith
[9] ha
[9] sobre

Top Words in Tweet in G6:
[66] digitaltransformation
[65] mhcommunicate
[62] fastest
[62] internet
[62] speeds
[62] world
[62] mhiesboeck
[62] kuriharan
[62] antgrasso
[61] andi_staub

Top Words in Tweet in G8:
[43] according
[43] multiple
[43] sources
[43] marc
[43] colombo
[43] signed
[43] new
[43] deal
[43] cowboys
[43] offensive

Top Words in Tweet in G9:
[28] nodexl
[25] marc_smith
[19] edtech_stories
[18] suebecks
[18] sheilmcn
[18] csf0961
[18] bryanmmathers
[12] neilwithnell
[12] niall_barr
[11] baaanedict

Top Words in Tweet in G10:
[8] jteoh_hk
[8] urosome
[7] recent
[7] retweets
[7] marc_smith
[6] gmacscotland
[6] graph
[6] represents
[6] network
[6] 515

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[401] ø,ø
[353] marc,anthony
[350] bad,bunny
[302] ù,ø
[299] ø,ù
[281] smith,bad
[244] anthony,smith
[134] está,rico
[124] ù,ù
[92] bunny,está

Top Word Pairs in Tweet in G1:
[49] nodexl,nodexl
[32] ml,dl
[31] ai,race
[31] race,usa
[31] usa,china
[31] china,india
[31] india,uk
[31] uk,japan
[31] japan,statistacharts
[31] statistacharts,mt

Top Word Pairs in Tweet in G2:
[178] marc,anthony
[170] bad,bunny
[142] smith,bad
[105] anthony,smith
[67] está,rico
[40] rico,marc
[35] estã,rico
[33] rico,smith
[31] bunny,está
[28] bunny,marc

Top Word Pairs in Tweet in G3:
[135] marc,anthony
[133] bad,bunny
[124] smith,bad
[122] anthony,smith
[76] rico,official
[69] official,video
[61] bunny,está
[59] está,rico
[49] youtube,https
[49] https,t

Top Word Pairs in Tweet in G4:
[51] digitalcloudgal,digitalvipul
[51] digitalvipul,jeffreybuskey
[49] alvinfoo,user
[49] user,interface
[49] interface,powered
[49] powered,ar
[49] ar,mr
[49] mr,vr
[49] vr,digitaltransformation
[49] digitaltransformation,ai

Top Word Pairs in Tweet in G5:
[9] larazon_es,ortega_smith
[8] ortega,smith
[8] vox_es,larazon_es
[8] ciutadanscs,ppopular
[8] ø,ø
[7] vox_es,ortega_smith
[7] ortega_smith,ciutadanscs
[7] ø,ù
[5] violencia,gã
[5] gã,nero

Top Word Pairs in Tweet in G6:
[62] fastest,internet
[62] internet,speeds
[62] speeds,world
[62] world,digitaltransformation
[62] digitaltransformation,mhcommunicate
[62] mhcommunicate,mhiesboeck
[62] mhiesboeck,kuriharan
[62] kuriharan,antgrasso
[61] antgrasso,andi_staub
[57] harbrimah,fastest

Top Word Pairs in Tweet in G8:
[43] according,multiple
[43] multiple,sources
[43] sources,marc
[43] marc,colombo
[43] colombo,signed
[43] signed,new
[43] new,deal
[43] deal,cowboys
[43] cowboys,offensive
[43] offensive,line

Top Word Pairs in Tweet in G9:
[18] suebecks,sheilmcn
[18] sheilmcn,csf0961
[18] csf0961,bryanmmathers
[18] nodexl,marc_smith
[17] marc_smith,suebecks
[14] edtech_stories,nodexl
[7] bryanmmathers,neilwithnell
[6] neilwithnell,niall_barr
[6] niall_barr,alexgspiers
[5] bryanmmathers,niall_barr

Top Word Pairs in Tweet in G10:
[6] graph,represents
[6] represents,network
[6] network,515
[6] 515,twitter
[6] twitter,uses
[6] uses,whose
[6] whose,recent
[6] recent,tweets
[6] tweets,contained
[6] contained,urosome

Top Replied-To
Top Replied-To in Entire Graph:
@haroldsinnott
@khamisambusaidi
@alvinfoo
@baaanedict
@marc_smith
@nomadwarmachine
@fmfrancoise
@marc_lee1
@voxreinounido
@vox_es

Top Replied-To in G1:
@haroldsinnott
@marc_smith
@fmfrancoise
@engineer_gone
@jteoh_hk
@alvinfoo
@juliomayol
@esicm
@fluid_academy
@khamisambusaidi

Top Replied-To in G4:
@alvinfoo
@haroldsinnott
@harbrimah

Top Replied-To in G5:
@voxreinounido
@vox_es
@marc_darez
@manueldazdaz222
@felipeyba
@igarrigavaz
@bermudez_gines
@abrahampriego96
@ngelbarrio2
@elprogramadear

Top Replied-To in G7:
@lascapigliata8

Top Replied-To in G9:
@baaanedict
@nomadwarmachine
@edtech_stories
@360kid
@sacralised
@anna_soubry
@neilwithnell

Top Replied-To in G10:
@marc_smith
@eau_uroonco

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@youtube
@alvinfoo
@nodexl
@mikequindazzi
@mhcommunicate
@digitalcloudgal
@jeffreybuskey
@antgrasso
@kuriharan

Top Mentioned in G1:
@mikequindazzi
@marc_smith
@nodexl
@alvinfoo
@gmacscotland
@statistacharts
@chidambara09
@fmfrancoise
@statmaven
@connectedaction

Top Mentioned in G2:
@yuuyuu9346
@ele_burgoa
@adriansysnet
@rlebontennant

Top Mentioned in G3:
@youtube
@o_franco_aleman
@maneknews
@coquiwhisper
@fitdanceoficial

Top Mentioned in G4:
@jeffreybuskey
@alvinfoo
@digitalcloudgal
@digitalvipul
@wiprodigital
@evankirstel
@kirkdborne
@iambhutia
@ces

Top Mentioned in G5:
@ortega_smith
@vox_es
@larazon_es
@ppopular
@santi_abascal
@ciutadanscs
@ivanedlm
@mariscalzabala
@jgonzalezco
@vctrae

Top Mentioned in G6:
@mhcommunicate
@mhiesboeck
@kuriharan
@antgrasso
@andi_staub
@harbrimah
@marc_meyer
@digitalcloudgal
@fisher85m
@cgledhill

Top Mentioned in G7:
@decolonise
@rebelleyellow
@emmajaned0lan
@stilltish
@fionneorlander
@karen_mcinnes
@nosci_fi
@pink_babe
@toriap2
@raeuk

Top Mentioned in G8:
@toddarcher

Top Mentioned in G9:
@marc_smith
@nodexl
@suebecks
@sheilmcn
@csf0961
@bryanmmathers
@edtech_stories
@niall_barr
@neilwithnell
@alexgspiers

Top Mentioned in G10:
@jteoh_hk
@gmacscotland
@nodexl
@marc_smith
@juliomayol
@perbinder
@swexner
@me4_so
@celestinogutirr
@drumeshprabhu

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@rlthingy
@deejayiwan
@isthisab0t
@evankirstel
@elblokeradio
@chidambara09
@liverpotlian
@fintechna

Top Tweeters in G1:
@sectest9
@chidambara09
@fintechna
@startupsbot
@foxnews
@simonlporter
@trippbraden
@miamigives
@grattonboy
@nancyrubin

Top Tweeters in G2:
@elblokeradio
@kiss949
@latidos937
@kq945
@rlebontennant
@adriansysnet
@snatchradiouk
@marc_leibowitz
@djnunradio
@lpunkari

Top Tweeters in G3:
@o_franco_aleman
@carlosdiazjara1
@hhefaf1nlx9a9wc
@gpzinhu
@gridaivis
@joaquinbarros27
@elizabeth_1972
@142countries
@saturdayknight
@rub3nmw3

Top Tweeters in G4:
@arkangelscrap
@evankirstel
@marshacollier
@gvalan
@grattongirl
@foxkidsnation
@vanalich
@004nino
@ernieschell
@ssxman2

Top Tweeters in G5:
@abrahampriego96
@larazon_es
@yosoynaranjito_
@libertaddigital
@antoniomaestre
@ciudadanoscs
@ahorapodemos
@ldpsincomplejos
@ppopular
@espejopublico

Top Tweeters in G6:
@deejayiwan
@kuriharan
@cosmunity
@ebnadvertising
@bismamedia
@autismfather09
@black_dragon123
@lapinamargarita
@mhiesboeck
@andi_staub

Top Tweeters in G7:
@luckystubbs
@bunnydarkness
@novembervivi
@blefuscu74
@mrsmeadowsweet
@daveweeden
@stilltish
@post_liberal
@nicolejohnston
@decolonise

Top Tweeters in G8:
@liverpotlian
@mrselfmade80
@waldoquinones88
@lk2chat
@eric_delaluz
@houstoncowboy21
@itsstackk
@beatzflair
@sportsguru95
@num1cboysfn

Top Tweeters in G9:
@isthisab0t
@sarahmillican75
@thesnp
@suebecks
@edtech_stories
@sheilmcn
@ianstuart66
@hrheingold
@libdems
@skypeclassroom

Top Tweeters in G10:
@drumeshprabhu
@juliomayol
@celestinogutirr
@swexner
@salemsamer
@shiv_smith
@perbinder
@gm
@mariajribal
@bjsurgery


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