marc_smith, Twitter, 1/24/2019 1:47:17 PM, 183056


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marc_smith_2019-01-24_05-34-17.xlsx
marc_smith_2019-01-24_05-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 24, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2UggZyK
@marc_smith
@youtube
@chidambara09
@alvinfoo
@edtech_stories
@fmfrancoise
@haroldsinnott
@wiprodigital
@nodexl
@drumeshprabhu

Top hashtags:
#ai
#digitaltransformation
#estarico
#willsmith
#badbunny
#marcanthony
#socialmedia

Description:
Description
The graph represents a network of 1,466 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, 24 January 2019 at 13:34 UTC.

The requested start date was Thursday, 24 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, 34-minute period from Thursday, 10 January 2019 at 01:04 UTC to Thursday, 24 January 2019 at 00:39 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 : 1466
Unique Edges : 2250
Edges With Duplicates : 1807
Total Edges : 4057
Number of Edge Types : 3
Replies to : 158
Mentions : 3501
Tweet : 398
Self-Loops : 398
Reciprocated Vertex Pair Ratio : 0.0550308008213552
Reciprocated Edge Ratio : 0.104320747372518
Connected Components : 314
Single-Vertex Connected Components : 148
Maximum Vertices in a Connected Component : 509
Maximum Edges in a Connected Component : 2746
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.097736
Graph Density : 0.00119616890705828
Modularity : 0.531207
NodeXL Version : 1.0.1.408

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

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

[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181974
[11] http://kq94.net/
[11] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182733
[10] http://www.ELBLOKERADIO.com
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181975
[8] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be


Top URLs in Tweet in G1:
[21] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182733
[9] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181975
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182593
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182591
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182352
[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/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182166

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[2] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.barrons.com/articles/ces-2019-artificial-intelligence-51546624786
[2] https://nonhipster.com
[1] https://twitter.com/CES/status/1082767603947384832
[1] https://www.statista.com/chart/16291/artificial-intelligence-two-horse-race/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182593
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[1] https://dy.si/3k3tD

Top URLs in Tweet in G3:
[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/
[3] http://wepa.fm/
[2] https://www.youtube.com/watch?v=--BHuKeveg4&feature=share

[2] https://bethesdamagazine.com/bethesda-beat/schools/school-superintendent-wants-construction-funding-restored/
[1] http://www.topsport.com.au/Sport/Golf/Sony_Open_in_Hawaii/Futures
[1] https://www.graphql.com/articles/graphql-at-shopify

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

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

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

[4] https://www.youtube.com/watch?v=LkHbCT2DPuE&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=dUo3VV2N28g&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 G9:
[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:
[132] youtube.com
[90] nodexlgraphgallery.org
[44] twitter.com
[22] facebook.com
[11] kq94.net
[11] co.uk
[10] elblokeradio.com
[8] mmafighting.com
[6] soundcloud.com
[5] wavwax.com

Top Domains in Tweet in G1:
[64] nodexlgraphgallery.org
[23] youtube.com
[7] twitter.com
[2] ac.uk
[2] dropbox.com
[2] pewinternet.org
[1] analyticsworkshops.com
[1] microsoft.com
[1] edtechmagazine.com
[1] researchgate.net

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[2] barrons.com
[2] nonhipster.com
[1] twitter.com
[1] statista.com
[1] dy.si

Top Domains in Tweet in G3:
[12] facebook.com
[11] kq94.net
[10] elblokeradio.com
[9] twitter.com
[9] youtube.com
[5] instagram.com
[5] wavwax.com
[4] lnkd.in
[4] spartanburgceo.com
[3] spotify.com

Top Domains in Tweet in G4:
[97] 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 G9:
[1] rtve.es
[1] libertaddigital.com
[1] dlvr.it
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] ai
[38] digitaltransformation
[38] estarico
[36] willsmith
[36] badbunny
[36] marcanthony
[29] socialmedia
[28] nowplaying
[27] bigdata
[25] iot



Top Hashtags in Tweet in G1:
[26] socialmedia
[21] odsc18
[18] fintech
[14] bigdata
[13] ai
[12] iot
[11] digitalmarketing
[9] finserv
[7] smm
[6] analytics

Top Hashtags in Tweet in G2:
[36] digitaltransformation
[34] ai
[22] foldable
[22] screen
[22] smartphone
[11] iot
[10] bigdata
[10] futureofwork
[9] innovation
[6] infographic

Top Hashtags in Tweet in G3:
[28] nowplaying
[11] lamega105
[10] elblokeradio
[5] music
[5] wavwax
[4] np
[4] dancers
[4] dance
[4] dancer
[4] dancing

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

Top Hashtags in Tweet in G8:
[6] nba
[1] grindcity

Top Hashtags in Tweet in G9:
[2] ultraderecha
[2] gobierno
[1] lanoche24h
[1] investiduraandalucía
[1] investiduraand

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

Top Words
Top Words in Tweet in Entire Graph:
[577] Words in Sentiment List#1: Positive
[619] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[26125] Non-categorized Words
[27324] Total Words
[772] marc
[727] smith
[358] anthony
[338] bad
[337] bunny

Top Words in Tweet in G1:
[142] nodexl
[110] marc_smith
[48] mikequindazzi
[41] social
[39] media
[39] fmfrancoise
[34] gt
[29] smr_foundation
[28] connectedaction
[27] top

Top Words in Tweet in G2:
[58] alvinfoo
[49] haroldsinnott
[39] marc_smith
[38] mikequindazzi
[36] digitaltransformation
[34] ai
[28] mt
[24] jeffkagan
[22] rise
[22] foldable

Top Words in Tweet in G3:
[273] marc
[268] smith
[193] anthony
[188] rico
[186] bad
[186] bunny
[110] está
[54] ft
[36] clean
[29] nowplaying

Top Words in Tweet in G4:
[99] video
[97] youtube
[97] marc
[97] smith
[92] anthony
[92] bad
[91] bunny
[76] rico
[73] está
[45] 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:
[42] marc
[36] gasol
[28] mike
[27] conley
[25] trade
[25] grizzlies
[24] here's
[24] dumb
[24] idea
[24] never

Top Words in Tweet in G9:
[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 G10:
[71] marc
[37] marcanthony
[36] rico
[36] anthony
[36] smith
[36] bad
[36] bunny
[36] please
[36] share
[36] willsmith

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[344] marc,anthony
[336] bad,bunny
[262] smith,bad
[222] anthony,smith
[176] está,rico
[110] bunny,está
[90] rico,marc
[86] marc,gasol
[72] swexner,me4_so
[72] profdemartines,bjsurgery

Top Word Pairs in Tweet in G1:
[37] nodexl,nodexl
[36] social,media
[25] nodexl,marc_smith
[22] marc,smith
[21] top,hashtags
[21] video,charting
[21] charting,collections
[21] collections,connections
[21] connections,social
[21] media,marc

Top Word Pairs in Tweet in G2:
[23] ai,digitaltransformation
[22] rise,foldable
[22] foldable,electronics
[22] electronics,screen
[22] screen,mt
[22] mt,haroldsinnott
[22] haroldsinnott,ai
[22] digitaltransformation,smartphone
[22] smartphone,jeffkagan
[21] alvinfoo,rise

Top Word Pairs in Tweet in G3:
[193] marc,anthony
[185] bad,bunny
[137] smith,bad
[110] está,rico
[95] anthony,smith
[47] rico,smith
[39] rico,marc
[38] bunny,está
[35] anthony,bad
[34] smith,ft

Top Word Pairs in Tweet in G4:
[91] marc,anthony
[91] bad,bunny
[82] smith,bad
[76] anthony,smith
[72] bunny,está
[57] está,rico
[45] rico,official
[44] official,video
[36] youtube,https
[36] 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:
[36] 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 G9:
[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 G10:
[36] rico,marc
[36] marc,anthony
[36] anthony,smith
[36] smith,bad
[36] bad,bunny
[36] bunny,please
[36] please,share
[36] share,willsmith
[36] willsmith,estarico
[36] estarico,badbunny

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

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

Top Replied-To in G2:
@alvinfoo
@haroldsinnott
@iambhutia
@hudson_chatbots
@worldtrendsinfo
@dianekazarian
@ianknowlson
@avik_sarkar
@marc_smith

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

Top Replied-To in G6:
@lascapigliata8

Top Replied-To in G8:
@gngrind
@updmytdnsports
@vicentmorales91

Top Replied-To in G9:
@voxreinounido
@vox_es
@felipeyba
@igarrigavaz

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

Top Mentioned in G1:
@marc_smith
@nodexl
@mikequindazzi
@smr_foundation
@connectedaction
@fmfrancoise
@chidambara09
@statmaven
@docassar
@gas_craic

Top Mentioned in G2:
@alvinfoo
@haroldsinnott
@mikequindazzi
@marc_smith
@jeffkagan
@marclussy
@wiprodigital
@kirkdborne
@ianknowlson

Top Mentioned in G3:
@wavwax

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:
@jeskeets
@fantasylabsnba
@manueltorresanz
@wojespn
@huertabicho
@gngrind
@alfonsomr1902
@pasion_basket1
@thesteinline

Top Mentioned in G9:
@ortega_smith
@vox_es
@santi_abascal
@ivanedlm
@mariscalzabala
@jgonzalezco
@vctrae
@sanchezcastejon
@torrentejuanjo
@winniekruger

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

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

Top Tweeters in G1:
@nosqldigest
@ottlegalrebels
@chidambara09
@nancyrubin
@mjoehlerich
@cnet
@l82be
@ham_gretsky
@franzrusso
@drshahrul80

Top Tweeters in G2:
@sectest9
@evankirstel
@marshacollier
@trippbraden
@akwyz
@thomaspower
@grattonboy
@meghanmbiro
@grattongirl
@kuriharan

Top Tweeters in G3:
@elblokeradio
@ohannaranzato
@kiss949
@latidos937
@kq945
@snatchradiouk
@rumba107
@dailynbalineups
@marc_leibowitz
@djnunradio

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:
@soulkraven
@sportsinsights
@brandoncondron
@juancaro94
@fantasylabsnba
@seluirodriguez
@jeskeets
@vicentmorales91
@osevany21
@migoojaylon

Top Tweeters in G9:
@yosoynaranjito_
@ldpsincomplejos
@tonicanto1
@voxnoticias_es
@winniekruger
@lenorelenoir
@marc_vdg
@vox_es
@marc_ava
@sanchezcastejon

Top Tweeters in G10:
@wallymi10
@lubellagauna
@marcanthony
@jaust_sa
@muhamad22364939
@officialjaden
@snow_1070
@marc
@goodycarril73
@tappywalton744


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