marc_smith, Twitter, 1/23/2019 3:11:42 PM, 182918


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marc_smith_2019-01-23_06-36-41.xlsx
marc_smith_2019-01-23_06-36-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2DsmPXZ
@marc_smith
@youtube
@alvinfoo
@chidambara09
@edtech_stories
@social_molly
@fmfrancoise
@wiprodigital
@mikequindazzi
@nodexl

Top hashtags:
#ai
#digitaltransformation
#futureofwork
#estarico
#ml
#bigdata
#willsmith
#badbunny

Description:
Description
The graph represents a network of 1,465 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, 23 January 2019 at 14:37 UTC.

The requested start date was Wednesday, 23 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, 0-minute period from Wednesday, 09 January 2019 at 01:36 UTC to Wednesday, 23 January 2019 at 00:37 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 : 1465
Unique Edges : 2300
Edges With Duplicates : 1923
Total Edges : 4223
Number of Edge Types : 3
Tweet : 396
Replies to : 171
Mentions : 3656
Self-Loops : 396
Reciprocated Vertex Pair Ratio : 0.0571314422692769
Reciprocated Edge Ratio : 0.108087679516251
Connected Components : 314
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 533
Maximum Edges in a Connected Component : 2954
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.081615
Graph Density : 0.00123370447043026
Modularity : 0.509836
NodeXL Version : 1.0.1.408

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

[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181974
[12] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[11] http://kq94.net/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[10] http://www.ELBLOKERADIO.com
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181975
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182593
[8] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be


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
[12] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181975
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182593
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182352
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182591
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179218
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179063

Top URLs in Tweet in G2:
[11] http://kq94.net/
[10] http://www.ELBLOKERADIO.com
[5] https://wavwax.com/songs/esta-rico-marc-anthony-will-smith-bad-bunny
[4] http://spartanburgceo.com/video/2018/10/marc-smith-how-they-help-customers/
[3] http://www.djnunradio.com/
[2] https://www.youtube.com/watch?v=--BHuKeveg4&feature=share

[2] http://wepa.fm/
[2] https://bethesdamagazine.com/bethesda-beat/schools/school-superintendent-wants-construction-funding-restored/
[2] http://www.reggaetonfm.com
[1] https://twitter.com/PuccaNoodles/status/1082391457929953280

Top URLs in Tweet in G3:
[2] https://www.barrons.com/articles/ces-2019-artificial-intelligence-51546624786
[1] https://twitter.com/CES/status/1082767603947384832
[1] https://www.statista.com/chart/16291/artificial-intelligence-two-horse-race/
[1] https://dy.si/3k3tD

Top URLs in Tweet in G4:
[55] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be&a

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

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

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

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

[2] https://www.youtube.com/watch?v=BhW8Oh78mo0&feature=youtu.be&a

[2] https://www.youtube.com/watch?v=TgZ_0iVaPjc&feature=youtu.be&a

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

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

[1] https://www.youtube.com/watch?v=bjbfB9lRnoY&feature=youtu.be&a


Top URLs in Tweet in G5:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181974
[1] https://twitter.com/juliomayol/status/1085435390226558977
[1] https://gijn.org/2019/01/10/gijns-data-journalism-top-10-el-salvadors-corpses-searching-for-women-merging-data/

Top URLs in Tweet in G7:
[1] http://www.espn.com/espn/now?nowId=21-41053002-4

Top URLs in Tweet in G8:
[1] http://www.rtve.es/noticias/mas-24/
[1] https://www.libertaddigital.com/espana/2019-01-13/un-joven-intenta-agredir-a-ortega-smith-en-burgos-1276631231/
[1] http://dlvr.it/QwZyrB
[1] https://twitter.com/umcmossos/status/1084468773120294914?s=21

Top Domains
Top Domains in Tweet in Entire Graph:
[119] youtube.com
[86] nodexlgraphgallery.org
[41] twitter.com
[24] facebook.com
[11] kq94.net
[11] co.uk
[10] elblokeradio.com
[8] soundcloud.com
[8] mmafighting.com
[6] ticketspread.com

Top Domains in Tweet in G1:
[67] nodexlgraphgallery.org
[13] youtube.com
[5] twitter.com
[2] ac.uk
[2] dropbox.com
[2] pewinternet.org
[2] nonhipster.com
[1] analyticsworkshops.com
[1] microsoft.com
[1] edtechmagazine.com

Top Domains in Tweet in G2:
[11] kq94.net
[10] twitter.com
[10] facebook.com
[10] elblokeradio.com
[9] youtube.com
[5] instagram.com
[5] wavwax.com
[4] spotify.com
[4] lnkd.in
[4] spartanburgceo.com

Top Domains in Tweet in G3:
[2] barrons.com
[1] twitter.com
[1] statista.com
[1] dy.si

Top Domains in Tweet in G4:
[93] youtube.com

Top Domains in Tweet in G5:
[15] nodexlgraphgallery.org
[1] twitter.com
[1] gijn.org

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

Top Domains in Tweet in G8:
[1] rtve.es
[1] libertaddigital.com
[1] dlvr.it
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[71] ai
[37] digitaltransformation
[37] futureofwork
[32] estarico
[31] ml
[30] bigdata
[30] willsmith
[30] badbunny
[30] marcanthony
[29] iot



Top Hashtags in Tweet in G1:
[28] socialmedia
[22] fintech
[22] ai
[20] iot
[20] bigdata
[12] digitalmarketing
[12] futureofwork
[12] odsc18
[11] finserv
[8] digitaltransformation

Top Hashtags in Tweet in G2:
[27] nowplaying
[10] elblokeradio
[10] lamega105
[5] music
[5] wavwax
[4] np
[4] dancers
[4] dance
[4] dancer
[4] dancing

Top Hashtags in Tweet in G3:
[46] ai
[29] digitaltransformation
[25] usa
[25] china
[25] india
[25] uk
[25] japan
[25] ml
[25] dl
[25] robotics

Top Hashtags in Tweet in G5:
[18] some4precision
[8] some4surgery
[3] leadership
[2] surgery
[2] ddj
[1] precisionmedicine
[1] surgicalresearch
[1] trust
[1] success
[1] team

Top Hashtags in Tweet in G8:
[2] ultraderecha
[2] gobierno
[1] lanoche24h
[1] investiduraandalucía
[1] investiduraand

Top Hashtags in Tweet in G9:
[1] grindcity

Top Hashtags in Tweet in G10:
[30] willsmith
[30] estarico
[30] badbunny
[30] marcanthony

Top Words
Top Words in Tweet in Entire Graph:
[577] Words in Sentiment List#1: Positive
[631] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[26570] Non-categorized Words
[27781] Total Words
[744] marc
[693] smith
[347] anthony
[330] bad
[329] bunny

Top Words in Tweet in G1:
[132] nodexl
[112] marc_smith
[73] mikequindazzi
[54] gt
[37] connectedaction
[30] top
[29] fmfrancoise
[28] twitter
[28] socialmedia
[28] social

Top Words in Tweet in G2:
[271] marc
[263] smith
[190] anthony
[187] rico
[186] bad
[186] bunny
[103] está
[51] ft
[36] clean
[28] nowplaying

Top Words in Tweet in G3:
[68] alvinfoo
[46] ai
[44] mt
[40] mikequindazzi
[31] haroldsinnott
[29] digitaltransformation
[26] statistacharts
[25] race
[25] usa
[25] china

Top Words in Tweet in G4:
[93] youtube
[93] marc
[93] smith
[91] video
[88] anthony
[88] bad
[87] bunny
[73] rico
[64] está
[42] official

Top Words in Tweet in G5:
[103] juliomayol
[78] profdemartines
[72] gmacscotland
[70] perbinder
[70] swexner
[70] me4_so
[70] celestinogutirr
[70] bjsurgery
[70] salemsamer
[64] drumeshprabhu

Top Words in Tweet in G7:
[49] according
[49] multiple
[49] sources
[49] marc
[49] colombo
[49] signed
[49] new
[49] deal
[49] cowboys
[49] offensive

Top Words in Tweet in G8:
[20] ortega_smith
[14] vox_es
[10] ha
[7] vox
[6] burgos
[5] santi_abascal
[5] joven
[4] l
[4] ortega
[4] voxreinounido

Top Words in Tweet in G9:
[37] marc
[35] gasol
[26] mike
[25] conley
[24] here's
[24] dumb
[24] trade
[24] idea
[24] never
[24] happen

Top Words in Tweet in G10:
[59] marc
[31] marcanthony
[30] rico
[30] anthony
[30] smith
[30] bad
[30] bunny
[30] please
[30] share
[30] willsmith

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[333] marc,anthony
[328] bad,bunny
[255] smith,bad
[217] anthony,smith
[163] está,rico
[97] bunny,está
[84] rico,marc
[79] marc,gasol
[72] swexner,me4_so
[72] profdemartines,bjsurgery

Top Word Pairs in Tweet in G1:
[30] nodexl,marc_smith
[27] marc_smith,mikequindazzi
[24] top,hashtags
[24] social,media
[22] gt,gt
[21] nodexl,nodexl
[21] twitter,socialmedia
[21] socialmedia,networks
[15] nodexl,connectedaction
[15] connectedaction,marc_smith

Top Word Pairs in Tweet in G2:
[190] marc,anthony
[185] bad,bunny
[137] smith,bad
[103] está,rico
[96] anthony,smith
[45] rico,smith
[38] rico,marc
[35] bunny,está
[32] anthony,bad
[32] smith,ft

Top Word Pairs in Tweet in G3:
[25] ai,race
[25] race,usa
[25] usa,china
[25] china,india
[25] india,uk
[25] uk,japan
[25] japan,statistacharts
[25] statistacharts,mt
[25] mt,mikequindazzi
[25] mikequindazzi,ml

Top Word Pairs in Tweet in G4:
[87] marc,anthony
[87] bad,bunny
[79] smith,bad
[73] anthony,smith
[62] bunny,está
[51] está,rico
[42] rico,official
[41] official,video
[37] youtube,https
[37] https,t

Top Word Pairs in Tweet in G5:
[70] swexner,me4_so
[70] profdemartines,bjsurgery
[70] bjsurgery,salemsamer
[67] me4_so,celestinogutirr
[66] gmacscotland,perbinder
[64] perbinder,swexner
[60] salemsamer,balibreaj
[60] celestinogutirr,profdemartines
[42] drumeshprabhu,gmacscotland
[38] juliomayol,drumeshprabhu

Top Word Pairs in Tweet in G7:
[49] according,multiple
[49] multiple,sources
[49] sources,marc
[49] marc,colombo
[49] colombo,signed
[49] signed,new
[49] new,deal
[49] deal,cowboys
[49] cowboys,offensive
[49] offensive,line

Top Word Pairs in Tweet in G8:
[6] vox_es,ortega_smith
[4] vox_es,santi_abascal
[4] santi_abascal,ivanedlm
[4] ivanedlm,ortega_smith
[4] ortega_smith,mariscalzabala
[4] mariscalzabala,jgonzalezco
[4] jgonzalezco,vctrae
[4] ortega_smith,sanchezcastejon
[3] sergent,mossos
[3] mossos,torrentejuanjo

Top Word Pairs in Tweet in G9:
[35] marc,gasol
[25] mike,conley
[24] here's,dumb
[24] dumb,trade
[24] trade,idea
[24] idea,never
[24] never,happen
[24] happen,hey
[24] hey,laughter
[24] laughter,mavericks

Top Word Pairs in Tweet in G10:
[30] rico,marc
[30] marc,anthony
[30] anthony,smith
[30] smith,bad
[30] bad,bunny
[30] bunny,please
[30] please,share
[30] share,willsmith
[30] willsmith,estarico
[30] estarico,badbunny

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

Top Replied-To in G1:
@marc_smith
@fmfrancoise
@haroldsinnott
@baaanedict
@drlfarrell
@thedataants
@smr_foundation
@hongmin_sun
@fluid_academy
@esicm

Top Replied-To in G3:
@alvinfoo
@iambhutia
@ianknowlson
@avik_sarkar

Top Replied-To in G5:
@juliomayol
@drumeshprabhu
@marc_smith
@btrizlecum
@eau_uroonco
@celestinogutirr
@powarg07

Top Replied-To in G6:
@lascapigliata8

Top Replied-To in G8:
@voxreinounido
@vox_es
@felipeyba
@igarrigavaz

Top Replied-To in G9:
@updmytdnsports

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@mikequindazzi
@youtube
@nodexl
@gmacscotland
@alvinfoo
@juliomayol
@profdemartines
@swexner
@me4_so

Top Mentioned in G1:
@marc_smith
@nodexl
@mikequindazzi
@connectedaction
@alvinfoo
@chidambara09
@smr_foundation
@fmfrancoise
@gmacscotland
@gas_craic

Top Mentioned in G2:
@rlebontennant
@wavwax

Top Mentioned in G3:
@alvinfoo
@mikequindazzi
@haroldsinnott
@statistacharts
@marc_smith
@wiprodigital
@marclussy
@jeffkagan
@kirkdborne

Top Mentioned in G4:
@youtube
@nashalietorresl

Top Mentioned in G5:
@juliomayol
@profdemartines
@gmacscotland
@perbinder
@swexner
@me4_so
@bjsurgery
@salemsamer
@celestinogutirr
@drumeshprabhu

Top Mentioned in G6:
@decolonise
@rebelleyellow
@emmajaned0lan
@stilltish
@fionneorlander
@karen_mcinnes
@nosci_fi
@pink_babe
@toriap2
@raeuk

Top Mentioned in G7:
@toddarcher

Top Mentioned in G8:
@ortega_smith
@vox_es
@santi_abascal
@ivanedlm
@mariscalzabala
@jgonzalezco
@vctrae
@sanchezcastejon
@torrentejuanjo
@winniekruger

Top Mentioned in G9:
@jeskeets
@fantasylabsnba

Top Mentioned in G10:
@lubellagauna
@marc
@marcanthony
@jadapsmith
@officialjaden

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@dynamocooligan
@sectest9
@rlthingy
@nosqldigest
@sportsroadhouse
@evankirstel
@ottlegalrebels
@elblokeradio
@chidambara09

Top Tweeters in G1:
@sectest9
@nosqldigest
@evankirstel
@ottlegalrebels
@chidambara09
@foxnews
@miamigives
@nancyrubin
@mjoehlerich
@cnet

Top Tweeters in G2:
@elblokeradio
@ohannaranzato
@kiss949
@latidos937
@kq945
@rlebontennant
@snatchradiouk
@dailynbalineups
@marc_leibowitz
@djnunradio

Top Tweeters in G3:
@arkangelscrap
@marshacollier
@trippbraden
@akwyz
@thomaspower
@grattonboy
@meghanmbiro
@grattongirl
@kuriharan
@adamsconsulting

Top Tweeters in G4:
@_itsnora
@sofckingfun
@luiscedanov
@puesainoa
@youtube
@cloudmv
@danitsapedreros
@el_mercaero
@carmenaileen
@juanskloud

Top Tweeters in G5:
@drumeshprabhu
@juliomayol
@sminaev2015
@vladobotsvadze
@celestinogutirr
@pewresearch
@swexner
@nhs_robw
@adeyemoadekunl2
@salemsamer

Top Tweeters in G6:
@luckystubbs
@bunnydarkness
@novembervivi
@blefuscu74
@mrsmeadowsweet
@daveweeden
@stilltish
@post_liberal
@nicolejohnston
@decolonise

Top Tweeters in G7:
@liverpotlian
@mrselfmade80
@waldoquinones88
@lk2chat
@eric_delaluz
@houstoncowboy21
@itsstackk
@beatzflair
@kevinmajette186
@sportsguru95

Top Tweeters in G8:
@yosoynaranjito_
@ldpsincomplejos
@tonicanto1
@voxnoticias_es
@winniekruger
@lenorelenoir
@marc_vdg
@vox_es
@marc_ava
@sanchezcastejon

Top Tweeters in G9:
@soulkraven
@sportsinsights
@brandoncondron
@fantasylabsnba
@jeskeets
@osevany21
@migoojaylon
@d_jacks89
@andrewcyyz
@kolecure

Top Tweeters in G10:
@lubellagauna
@marcanthony
@jaust_sa
@muhamad22364939
@officialjaden
@snow_1070
@marc
@jadapsmith
@hillymejia778
@muffypatton794


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