marc_smith, Twitter, 12/6/2019 8:36:44 PM, 218274


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marc_smith_2019-12-06_03-13-04.xlsx
marc_smith_2019-12-06_03-13-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/36bchIi
@marc_smith
@gmacscotland
@edtech_stories
@nodexl
@alvinfoo
@topcybernews
@chidambara09
@juliomayol
@ortega_smith
@jennmjack

Top hashtags:
#nodexl
#some4surgery
#socialmedia
#nowplaying
#ibm
#ai
#healthcare
#publichealth

Description:
Description
The graph represents a network of 1,296 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 Friday, 06 December 2019 at 11:13 UTC.

The requested start date was Friday, 06 December 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, 14-hour, 46-minute period from Friday, 22 November 2019 at 01:17 UTC to Thursday, 05 December 2019 at 16:04 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 : 1296
Unique Edges : 2226
Edges With Duplicates : 1079
Total Edges : 3305
Number of Edge Types : 3
Mentions : 2938
Replies to : 133
Tweet : 234
Self-Loops : 234
Reciprocated Vertex Pair Ratio : 0.0472792149866191
Reciprocated Edge Ratio : 0.0902896081771721
Connected Components : 218
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 347
Maximum Edges in a Connected Component : 1949
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.80374
Graph Density : 0.00139901806568473
Modularity : 0.603788
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,296 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 Friday, 06 December 2019 at 11:13 UTC.

The requested start date was Friday, 06 December 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, 14-hour, 46-minute period from Friday, 22 November 2019 at 01:17 UTC to Thursday, 05 December 2019 at 16:04 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : marc_smith
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214234
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217395
[14] http://www.Fuerza943.com
[12] http://nodexlgraphgallery.org/Pages/Graph.as
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217317
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217787
[5] https://fantasy-gift.weebly.com/gifts.html
[4] https://courses.researchingsocialmedia.com/courses/social-media-digital-humanities-methods-approaches-for-social-scientists
[3] http://Wepa.Fm
[3] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT

Top URLs in Tweet in G1:
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214234
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217395
[12] http://nodexlgraphgallery.org/Pages/Graph.as
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217317
[4] https://courses.researchingsocialmedia.com/courses/social-media-digital-humanities-methods-approaches-for-social-scientists
[3] https://www.youtube.com/watch?v=kDiGl-2m868&feature=youtu.be

[2] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217416
[2] https://www.smrfoundation.org/nodexl/tutorials/semantic-networks/
[1] https://www.linkedin.com/slink?code=dUbgkdn

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217787
[1] https://blogs.bmj.com/bjsm/2018/11/26/social-media-activity-at-ispah-2018-running-to-keep-up/
[1] https://www.sciencedirect.com/science/article/abs/pii/S1198743X19302083?dgcid=author
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217077
[1] https://scotpublichealth.com/2019/11/26/rcgpac2019/
[1] https://www.scotpublichealth.com/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217086
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217639

Top URLs in Tweet in G3:
[2] https://www.google.com/amp/s/www.abc.es/sociedad/abci-nadia-otmani-segundo-tiro-dejo-sin-piernas-pero-frente-no-pudo-cegarme-200903060300-913581427198_noticia_amp.html
[2] https://www.elmundo.es/madrid/2019/11/26/5ddd190ffc6c837e058b45d3.html
[2] https://www.libertaddigital.com/madrid/2019-11-27/ortega-smith-mujeres-violencia-genero-reprobado-1276648627/?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1574863946
[2] https://www.antena3.com/noticias/espana/el-ministro-del-interior-llama-indigno-y-cobarde-a-ortega-smith_201911265ddd85d40cf2cf9a768077f4.html
[2] https://twitter.com/elmundoes/status/1198958895307395072
[1] https://twitter.com/JTorres_86/status/1202361835565002752
[1] https://m.facebook.com/story.php?story_fbid=2479577912171238&id=100003571603543&sfnsn=scwspmo&d=n&vh=i
[1] https://twitter.com/psoe/status/1198954965714264064
[1] https://www.elindependiente.com/politica/2019/11/27/ortega-smith-sufre-un-escrache-en-su-barrio-por-cuestionar-la-violencia-de-genero/
[1] https://twitter.com/casoaislado_es/status/1199028610537000963

Top URLs in Tweet in G5:
[14] http://www.Fuerza943.com
[5] https://fantasy-gift.weebly.com/gifts.html
[3] http://acrossthefader.com/radio/
[3] https://www.jamatlanta.com/
[3] http://Wepa.Fm
[3] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT
[2] https://letterabit.com/2019/11/23/elan-storefront-promo-why-simply-because-media/
[2] https://zeno.fm/sparkx-radio
[2] https://streettakeoverradio.airtime.pro/
[2] https://www.director.co.uk/how-to-evaluate-board-effectiveness/

Top URLs in Tweet in G6:
[1] https://disneyplusoriginals.disney.com/show/one-day-at-disney?cmp=SOC-ODAD_FY20_TW_DisneyAnimation
[1] https://disneyplusoriginals.disney.com/show/one-day-at-disney?cmp=SOC-ODAD_FY20_FB_DisneyAnimation
[1] https://www.facebook.com/tsankov.chud/posts/10156959947473251

Top URLs in Tweet in G7:
[1] https://saraacarter.com
[1] https://twitter.com/AndrewBreitbar/status/1198635016248426496

Top URLs in Tweet in G8:
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-1217-tickets-84693403249?aff=erelexpmlt

Top URLs in Tweet in G9:
[2] https://www.chicagotribune.com/news/breaking/ct-homeless-thanksgiving-fine-dining-20191128-2obiubphr5duppirbpdpz5h7nu-story.html

Top URLs in Tweet in G10:
[1] https://mobile.twitter.com/kmichellehowell/status/1200397794030358528

Top Domains
Top Domains in Tweet in Entire Graph:
[94] nodexlgraphgallery.org
[29] twitter.com
[19] youtube.com
[14] fuerza943.com
[8] facebook.com
[5] co.uk
[5] ebay.com
[5] weebly.com
[4] researchingsocialmedia.com
[4] eldiario.es

Top Domains in Tweet in G1:
[81] nodexlgraphgallery.org
[4] researchingsocialmedia.com
[3] linkedin.com
[3] youtube.com
[2] smrfoundation.org
[2] twitter.com
[1] vivianfrancos.com

Top Domains in Tweet in G2:
[12] nodexlgraphgallery.org
[2] scotpublichealth.com
[1] bmj.com
[1] sciencedirect.com

Top Domains in Tweet in G3:
[11] twitter.com
[2] google.com
[2] elmundo.es
[2] libertaddigital.com
[2] antena3.com
[1] facebook.com
[1] elindependiente.com
[1] lavanguardia.com
[1] cadenaser.com
[1] abc.es

Top Domains in Tweet in G5:
[14] fuerza943.com
[7] youtube.com
[6] facebook.com
[5] twitter.com
[5] ebay.com
[5] weebly.com
[3] acrossthefader.com
[3] jamatlanta.com
[3] wepa.fm
[3] amazon.com

Top Domains in Tweet in G6:
[2] disney.com
[1] facebook.com

Top Domains in Tweet in G7:
[1] saraacarter.com
[1] twitter.com

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

Top Domains in Tweet in G9:
[2] chicagotribune.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] nodexl
[35] some4surgery
[32] socialmedia
[28] nowplaying
[28] ibm
[24] ai
[24] healthcare
[24] publichealth
[20] iot
[17] marketing



Top Hashtags in Tweet in G1:
[47] nodexl
[28] ibm
[22] ai
[20] iot
[16] marketing
[12] bigdata
[12] fintech
[11] redessociales
[11] socialmedia
[10] seohashtag

Top Hashtags in Tweet in G2:
[35] some4surgery
[22] healthcare
[22] publichealth
[21] socialmedia
[3] some
[1] some4iqlatam
[1] some4trauma
[1] some4surgicaleducation
[1] colorectalsurgery
[1] caaw19

Top Hashtags in Tweet in G3:
[3] marlaska
[2] díacontralaviolenciadegénero
[2] diacontralaviolenciadegenero
[1] equiparacionya
[1] ortegasmithteapoyamos
[1] belenbarcelona
[1] adacolau
[1] ortegasmith
[1] yoapoyoaortega_smith
[1] luzdegas

Top Hashtags in Tweet in G5:
[28] nowplaying
[6] lamega105
[4] reggaeton
[4] urbanmusic
[4] latinmusic
[3] frozen2
[2] alex_rins
[2] alexis_espargaro
[2] andrea_dovizioso
[2] andrea_iannone

Top Hashtags in Tweet in G6:
[1] frozen2

Top Hashtags in Tweet in G7:
[2] cop25
[2] scandal
[1] dontbanterrencekwilliams

Top Hashtags in Tweet in G9:
[1] onevoice1
[1] ovttds
[1] bethechange

Top Words
Top Words in Tweet in Entire Graph:
[574] Words in Sentiment List#1: Positive
[288] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[23602] Non-categorized Words
[24464] Total Words
[592] smith
[443] marc
[227] nodexl
[130] marc_smith
[103] love

Top Words in Tweet in G1:
[183] nodexl
[94] topcybernews
[93] marc_smith
[66] thomas_harrer
[57] vivianfrancos
[47] was3210
[47] mikequindazzi
[47] #nodexl
[47] chidambara09
[32] likely75463987

Top Words in Tweet in G2:
[57] juliomayol
[44] gmacscotland
[42] nodexl
[41] swexner
[41] thanks
[35] #some4surgery
[34] marc_smith
[25] work
[22] cyclingsurgeon
[22] docandrewmurray

Top Words in Tweet in G3:
[67] ortega_smith
[66] ortega
[66] smith
[32] nadia
[26] otmani
[23] vox_es
[20] vox
[16] mujer
[13] violencia
[13] increpado

Top Words in Tweet in G4:
[90] marc
[90] smith
[89] okay
[89] lamont
[89] hill
[89] clint
[89] darnell
[89] moore
[89] shown
[89] really

Top Words in Tweet in G5:
[117] smith
[115] marc
[54] anthony
[51] bad
[51] bunny
[48] rico
[28] #nowplaying
[15] michael
[14] zbm
[12] ft

Top Words in Tweet in G6:
[50] marc
[50] smith
[48] meet
[48] animator
[48] eric
[48] goldberg
[48] frozen
[48] director
[48] story
[48] one

Top Words in Tweet in G7:
[7] gun
[7] people
[4] old
[4] media
[4] bring
[4] down
[4] rights
[4] politics
[4] step
[4] free

Top Words in Tweet in G8:
[22] thatkevinsmith
[20] marcbernardin
[20] svcantina
[19] guess
[19] cohost
[19] next
[19] podcast
[19] dynamic
[19] duo
[19] reunited

Top Words in Tweet in G9:
[30] re
[30] always
[30] thankful
[30] first
[30] foremost
[30] being
[30] feet
[30] above
[30] marc
[30] smith

Top Words in Tweet in G10:
[3] kdhungerford
[3] jmcjohnston
[3] beyonderltd
[3] thehappylass
[3] ufitrust
[3] lindafabianisnp
[3] goutcherd
[3] jamiehepburn
[3] ianstuart66
[2] edtech_stories

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[116] marc,smith
[100] ortega,smith
[90] marc,lamont
[90] lamont,hill
[90] hill,clint
[90] clint,smith
[89] okay,marc
[89] smith,darnell
[89] darnell,moore
[89] moore,shown

Top Word Pairs in Tweet in G1:
[53] nodexl,marc_smith
[44] marc_smith,was3210
[44] was3210,topcybernews
[40] nodexl,vivianfrancos
[36] vivianfrancos,chidambara09
[36] chidambara09,nodexl
[33] #nodexl,nodexl
[25] nodexl,ibm
[25] ibmitalia,ibm_in
[25] ibm_in,ibmcommunity

Top Word Pairs in Tweet in G2:
[34] #some4surgery,nodexl
[22] cyclingsurgeon,docandrewmurray
[22] docandrewmurray,sarahhudsonuk
[22] sarahhudsonuk,ksoreide
[22] ksoreide,juliomayol
[21] gmacscotland,cyclingsurgeon
[21] years,completed
[21] completed,work
[21] work,analysing
[21] analysing,#healthcare

Top Word Pairs in Tweet in G3:
[65] ortega,smith
[26] nadia,otmani
[6] violencia,género
[6] increpado,ortega_smith
[6] tal,nadia
[6] ayuntamiento,madrid
[6] víctima,violencia
[5] mujer,increpado
[5] smith,vox
[5] inmitacocolea,binmigracion

Top Word Pairs in Tweet in G4:
[89] okay,marc
[89] marc,lamont
[89] lamont,hill
[89] hill,clint
[89] clint,smith
[89] smith,darnell
[89] darnell,moore
[89] moore,shown
[89] shown,really
[89] really,love

Top Word Pairs in Tweet in G5:
[54] marc,anthony
[51] bad,bunny
[37] anthony,smith
[34] smith,bad
[21] #nowplaying,rico
[14] rico,zbm
[14] zbm,marc
[12] bunny,rico
[11] marc,smith
[11] amy,grant

Top Word Pairs in Tweet in G6:
[50] marc,smith
[48] meet,animator
[48] animator,eric
[48] eric,goldberg
[48] goldberg,frozen
[48] frozen,director
[48] director,story
[48] story,marc
[48] smith,one
[48] one,day

Top Word Pairs in Tweet in G7:
[4] gun,free
[2] greta,16
[2] 16,years
[2] years,old
[2] old,army
[2] army,media
[2] media,handlers
[2] handlers,media
[2] media,enablers
[2] enablers,baron

Top Word Pairs in Tweet in G8:
[20] svcantina,thatkevinsmith
[19] guess,cohost
[19] cohost,next
[19] next,podcast
[19] podcast,svcantina
[19] thatkevinsmith,dynamic
[19] dynamic,duo
[19] duo,reunited
[19] reunited,back
[18] marcbernardin,guess

Top Word Pairs in Tweet in G9:
[30] re,always
[30] always,thankful
[30] thankful,first
[30] first,foremost
[30] foremost,being
[30] being,feet
[30] feet,above
[30] above,marc
[30] marc,smith
[30] 100,men

Top Word Pairs in Tweet in G10:
[3] kdhungerford,jmcjohnston
[3] jmcjohnston,beyonderltd
[3] beyonderltd,thehappylass
[3] thehappylass,ufitrust
[3] ufitrust,lindafabianisnp
[3] lindafabianisnp,goutcherd
[3] goutcherd,jamiehepburn
[3] jamiehepburn,ianstuart66
[2] edtech_stories,kdhungerford

Top Replied-To
Top Replied-To in Entire Graph:
@gmacscotland
@dictadordecorea
@asmamalkawi
@italktofridges
@marc_condon
@marcbernardin
@likely75463987
@alison_iot
@leadersadam
@haroldsinnott

Top Replied-To in G1:
@asmamalkawi
@likely75463987
@haroldsinnott
@alison_iot
@leadersadam
@marc_smith
@thomas_harrer
@bigdata_joe
@jackcoleman219
@docassar

Top Replied-To in G2:
@gmacscotland
@juliomayol
@nqican
@who
@fphscot
@drmarthagulati

Top Replied-To in G3:
@ortega_smith
@santi_abascal
@juanpdemungia
@yotraderpro
@inforaulmarin
@tcasandras
@vox_es
@psoe
@inmitacocolea
@reinoesp

Top Replied-To in G7:
@marc_chorlton
@trooper2121

Top Replied-To in G8:
@marcbernardin
@chrismoyles

Top Replied-To in G10:
@kdhungerford

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@marc_smith
@jennmjack
@topcybernews
@ortega_smith
@juliomayol
@vivianfrancos
@thomas_harrer
@gmacscotland
@disneyanimation

Top Mentioned in G1:
@nodexl
@marc_smith
@topcybernews
@vivianfrancos
@thomas_harrer
@was3210
@mikequindazzi
@chidambara09
@likely75463987
@yourxss

Top Mentioned in G2:
@juliomayol
@swexner
@marc_smith
@gmacscotland
@nodexl
@cyclingsurgeon
@docandrewmurray
@sarahhudsonuk
@ksoreide
@jteoh_hk

Top Mentioned in G3:
@ortega_smith
@vox_es
@santi_abascal
@adacolau
@binmigracion
@cklbauer
@tabarniabcn
@bonnybl46169224
@cotidianeous
@marc_bastida

Top Mentioned in G4:
@jennmjack

Top Mentioned in G5:
@scifi31
@djshaggyvzla
@xescie

Top Mentioned in G6:
@disneyanimation
@disneyboo
@disneybooks
@alittlejelee
@lyrikris10
@kristenbell
@joshgad
@idinamenzel
@grizandnorm
@_paul_briggs_

Top Mentioned in G7:
@tiff_fitzhenry
@realdonaldtrump
@unfccc
@un
@eyesonq
@zachhaller
@akarl_smith
@krassenstein
@bernardkerik
@roycan79

Top Mentioned in G8:
@thatkevinsmith
@svcantina
@marcbernardin
@tiffany_smith
@tomtaylormade
@ruckawriter
@janina
@radiox

Top Mentioned in G9:
@bradbeauregardj

Top Mentioned in G10:
@jmcjohnston
@beyonderltd
@thehappylass
@ufitrust
@lindafabianisnp
@goutcherd
@jamiehepburn
@ianstuart66
@edtech_stories
@kdhungerford

Top Tweeters
Top Tweeters in Entire Graph:
@fantasysite
@dynamocooligan
@commonpatriot
@edinburghwatch
@libertad717
@startupsbot
@evankirstel
@chidambara09
@thereal_rebel
@gatesdigital

Top Tweeters in G1:
@startupsbot
@evankirstel
@chidambara09
@santchiweb
@cybersec_feeds
@michaelpurvis64
@ssxman2
@kuriharan
@vivekghosal
@spirosmargaris

Top Tweeters in G2:
@edinburghwatch
@sindivanzyl
@nancyrubin
@juliomayol
@amerix
@sminaev2015
@celestinogutirr
@drskharlamov
@drmarthagulati
@swexner

Top Tweeters in G3:
@europapress
@elmundoes
@baulgr_62
@libertaddigital
@marubimo
@intereconomia
@orbitaeduardo
@psoe
@pericochkon
@ldpsincomplejos

Top Tweeters in G4:
@estarianne
@henjoeschmoe
@cece_23spalding
@lauzin
@aliciablike
@datgirlmoss
@serendipityx6
@afrofrias
@zellieimani
@rockbsaul

Top Tweeters in G5:
@fantasysite
@gatesdigital
@fuerza943fm
@regalogatitos
@djpee521
@herenowhere3
@javierp54530597
@jrfm_latin_beat
@wepafmspotlight
@escuchamosfm

Top Tweeters in G6:
@kimushun199839
@itspursszn
@saintsghost
@jonpaul015
@amaanibee
@style_artist94
@whitesox89
@mlpdisneylover
@kwonsoploy
@jackalopejamie

Top Tweeters in G7:
@commonpatriot
@boyd_2650
@buzzman888
@foxandfriends
@trooper2121
@chuckwoolery
@zachhaller
@mikandynothem
@leeholly81
@un

Top Tweeters in G8:
@dynamocooligan
@thereal_rebel
@radiox
@brucerockac
@ruckawriter
@marcbernardin
@tomtaylormade
@memphisquinn
@shittybonmots
@thatkevinsmith

Top Tweeters in G9:
@aplemkseriously
@jackhockett1
@swell
@bonnibk
@andyintoont
@zenscreamer
@bright8694
@marciadaughtre1
@papootx
@k_thomas_ross

Top Tweeters in G10:
@skype
@rhappe
@edtech_stories
@kmichellehowell
@kdhungerford
@ianstuart66
@hrheingold
@claganach
@sfm36
@cuerockstar