marc_smith, Twitter, 7/27/2019 6:24:04 PM, 205242


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marc_smith_2019-07-27_01-03-31.xlsx
marc_smith_2019-07-27_01-03-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2Mqtk2m
@marc_smith
@alvinfoo
@vivianfrancos
@mihkal
@manu_malbrain
@alexfenton
@albertogaruccio
@nodexl
@ronald_vanloon
@activithink

Top hashtags:
#socialmedia
#smsociety
#nodexl
#ai
#nowplaying
#bigdata
#digitaltransformation

Description:
Description
The graph represents a network of 1,155 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 Saturday, 27 July 2019 at 08:03 UTC.

The requested start date was Thursday, 25 July 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, 22-hour, 28-minute period from Thursday, 11 July 2019 at 01:28 UTC to Wednesday, 24 July 2019 at 23:56 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 : 1155
Unique Edges : 1838
Edges With Duplicates : 944
Total Edges : 2782
Number of Edge Types : 3
Mentions : 2282
Replies to : 187
Tweet : 313
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.0441334768568353
Reciprocated Edge Ratio : 0.0845360824742268
Connected Components : 244
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 371
Maximum Edges in a Connected Component : 1486
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.947878
Graph Density : 0.00145550578826142
Modularity : 0.600981
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://abc7chicago.com/dcfs-acting-director-reveals-plan-to-turn-troubled-child-welfare-agency-around/5402699/
[17] https://lasuperurbana.com/
[16] http://www.Fuerza943.com
[16] https://www.billboard.com/articles/columns/country/8519831/amy-grant-michael-w-smith-marc-martel-tour-dates
[13] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://po.st/scms/OrMCe04Lcp0lOFmbAsE7t2_pQbWrX_LdJYbbNuoZcp0l/A3lqU3
[13] https://lnkd.in/gy9DJ_T
[11] http://kq94.net/
[8] https://www.jamatlanta.com/
[8] https://twitter.com/temialchemy/status/1150835103163133953

Top URLs in Tweet in G1:
[13] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://lnkd.in/gy9DJ_T
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202752
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201291
[4] https://vivianfrancos.com/workshop-introduction-to-social-media-network-analysis-with-nodexl/
[3] https://twitter.com/IIRGMU/status/1149706499863633921
[3] https://www.youtube.com/watch?v=kDiGl-2m868

[3] https://twitter.com/smr_foundation/status/1149002182999584769
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215

Top URLs in Tweet in G2:
[17] https://lasuperurbana.com/
[16] http://www.Fuerza943.com
[12] https://abc7chicago.com/dcfs-acting-director-reveals-plan-to-turn-troubled-child-welfare-agency-around/5402699/
[11] http://kq94.net/
[8] https://www.jamatlanta.com/
[6] http://www.lameta809.com/
[6] http://tunein.com/radio/La-Meta-809-s260327/
[6] http://www.ELBLOKERADIO.com
[5] https://www.billboard.com/articles/columns/country/8519831/amy-grant-michael-w-smith-marc-martel-tour-dates
[4] https://topmusic-radio.com/

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=142458
[1] http://www.bainstitute.org/resources/articles/pace-setting-business-architect-lessons-field
[1] https://www.youtube.com/watch?v=SncapPrTusA


Top URLs in Tweet in G4:
[1] http://www.perezreverte.com/articulo/patentes-corso/81/violencia-proporcionada-y-otras-murgas/
[1] https://twitter.com/jusapolpucela/status/1152606822928396288
[1] http://www.rtve.es/noticias/mas-24/
[1] http://ww.cope.es/aare11

Top URLs in Tweet in G5:
[1] https://www.dailymotion.com/video/x7dv4vk
[1] https://www.dailymotion.com/video/x7dv4vj

Top URLs in Tweet in G6:
[12] https://po.st/scms/OrMCe04Lcp0lOFmbAsE7t2_pQbWrX_LdJYbbNuoZcp0l/A3lqU3
[11] https://www.billboard.com/articles/columns/country/8519831/amy-grant-michael-w-smith-marc-martel-tour-dates
[7] http://www.billboard.com/
[4] https://po.st/scms/OrMCe04Lcp0lOFmbAsE7t2_pQbWrX_LdJYbbNuoZcp0l/Uixzda
[3] https://www.musiclinkup.com/pulse/39851/amy-grant,-michael-w.-smith-and-marc-martel-team-up-for-christmas-tour:-exclusive/
[1] http://r.socialstudio.radian6.com/6d0cd8c8-e642-4c84-bb8e-f8657780230b
[1] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=FC4DDADA671C43318DEFC2F07E6BE521&url=https%3A%2F%2Fwww.billboard.com%2Farticles%2Fcolumns%2Fcountry%2F8519831%2Famy-grant-michael-w-smith-marc-martel-tour-dates&c=380572158711245822&mkt=en-us&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[1] https://www.businessinsider.com/fox-news-shep-smith-hillary-clinton-scandal-the-uranium-one-deal-2017-11
[1] http://www.businessinsider.com/fox-news-shep-smith-hillary-clinton-scandal-the-uranium-one-deal-2017-11

Top URLs in Tweet in G8:
[1] https://www.sunderlandecho.com/sport/football/sunderland-afc/latest-sunderland-afc-news/sunderland-close-in-on-deal-for-reading-striker-marc-mcnulty-486269

Top Domains
Top Domains in Tweet in Entire Graph:
[48] nodexlgraphgallery.org
[41] twitter.com
[23] billboard.com
[21] abc7chicago.com
[17] lasuperurbana.com
[17] po.st
[17] lnkd.in
[16] fuerza943.com
[14] youtube.com
[11] kq94.net

Top Domains in Tweet in G1:
[46] nodexlgraphgallery.org
[18] twitter.com
[16] lnkd.in
[6] vivianfrancos.com
[5] facebook.com
[3] socialmediaandsociety.org
[3] youtube.com
[2] smrfoundation.org
[1] wordpress.com
[1] co.uk

Top Domains in Tweet in G2:
[17] lasuperurbana.com
[16] fuerza943.com
[12] abc7chicago.com
[11] kq94.net
[9] twitter.com
[8] jamatlanta.com
[6] lameta809.com
[6] tunein.com
[6] elblokeradio.com
[5] billboard.com

Top Domains in Tweet in G3:
[2] nodexlgraphgallery.org
[1] bainstitute.org
[1] youtube.com

Top Domains in Tweet in G4:
[1] perezreverte.com
[1] twitter.com
[1] rtve.es
[1] cope.es

Top Domains in Tweet in G5:
[2] dailymotion.com

Top Domains in Tweet in G6:
[18] billboard.com
[16] po.st
[3] musiclinkup.com
[1] radian6.com
[1] bing.com

Top Domains in Tweet in G7:
[2] businessinsider.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] socialmedia
[68] smsociety
[49] nodexl
[44] ai
[40] nowplaying
[38] bigdata
[29] digitaltransformation
[29] machinelearning
[26] ahorasuena
[26] dl



Top Hashtags in Tweet in G1:
[69] socialmedia
[68] smsociety
[48] nodexl
[20] sna
[17] workshop
[16] meetup
[15] network
[15] thinkatibm
[14] datavis
[14] ai

Top Hashtags in Tweet in G2:
[39] nowplaying
[26] ahorasuena
[9] rumba107
[9] bachatas
[9] salsa
[9] merengues
[9] urbana
[9] estadosunidos
[9] promo
[7] sonando

Top Hashtags in Tweet in G3:
[23] ai
[22] dl
[22] bigdata
[22] digitaltransformation
[21] machinelearning
[21] ml
[13] ff
[6] happyweekend
[6] digitaleconomy
[6] business

Top Hashtags in Tweet in G4:
[2] vox
[1] lanoche24h

Top Hashtags in Tweet in G6:
[2] billboardnews
[2] todayjuly15
[2] amygrant
[2] michaelwsmith
[1] show
[1] markmartel
[1] 20thecountdownmagazine
[1] theoriginalchristiancountdown
[1] musicnetworking
[1] musiclinkup

Top Hashtags in Tweet in G7:
[2] followfriday
[1] maga

Top Hashtags in Tweet in G8:
[9] safc
[7] drfc
[4] readingfc
[1] wearethestones

Top Hashtags in Tweet in G9:
[2] cawater
[1] wwg1wga
[1] maga
[1] qanon
[1] sacvalley
[1] cawx

Top Hashtags in Tweet in G10:
[19] blackhawks

Top Words
Top Words in Tweet in Entire Graph:
[498] Words in Sentiment List#1: Positive
[361] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[20966] Non-categorized Words
[21825] Total Words
[526] smith
[397] marc
[160] marc_smith
[155] anthony
[133] rico

Top Words in Tweet in G1:
[135] marc_smith
[125] nodexl
[69] #socialmedia
[68] #smsociety
[56] social
[50] alexfenton
[50] network
[48] #nodexl
[46] nodexl_mktng
[42] university

Top Words in Tweet in G2:
[202] smith
[196] marc
[129] anthony
[127] rico
[124] bad
[121] bunny
[96] está
[40] ft
[39] #nowplaying
[26] #ahorasuena

Top Words in Tweet in G3:
[41] alvinfoo
[33] ianljones98
[27] iainljbrown
[23] #ai
[22] #dl
[22] #bigdata
[22] #digitaltransformation
[22] accenturetech
[21] #machinelearning
[21] 101

Top Words in Tweet in G4:
[11] ortega_smith
[11] smith
[9] ortega
[8] oskarmatute
[6] sede
[5] vox_es
[5] amo
[5] locura
[5] cómo
[5] respondido

Top Words in Tweet in G5:
[4] sonniboy77
[4] griffoshanky
[4] robmart78177927
[4] runningkilt
[4] kciderman1
[4] thesquaredcirc3
[4] alvinwd
[4] ecologic2281
[4] big_g_09
[4] ritcha82

Top Words in Tweet in G6:
[46] christmas
[45] tour
[30] smith
[26] michael
[26] grant
[25] w
[25] amy
[24] team
[24] up
[23] exclusive

Top Words in Tweet in G7:
[6] marc_lotter
[3] parscale
[3] teamtrump
[3] trumpwarroom
[2] even
[2] fox
[2] news
[2] uranium
[2] timmurtaugh
[2] kayleighmcenany

Top Words in Tweet in G8:
[26] bircham
[21] marc
[14] full
[13] sunderland
[13] phil__smith
[13] qpr
[13] xi
[13] 1
[13] nick
[13] culkin

Top Words in Tweet in G9:
[8] know
[6] disagrees
[6] antifa
[6] government
[6] out
[5] through
[5] same
[5] charliekirk11
[5] experts
[4] loan

Top Words in Tweet in G10:
[38] coach
[21] time
[20] marc
[20] crawford
[20] smith
[19] new
[19] asst
[19] raved
[19] zack
[19] ottawa's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] marc,anthony
[126] bad,bunny
[106] smith,bad
[101] está,rico
[87] anthony,smith
[54] bunny,está
[52] smith,marc
[52] christmas,tour
[49] marc,smith
[37] network,analysis

Top Word Pairs in Tweet in G1:
[37] network,analysis
[31] july,17
[31] social,media
[30] nodexl_mktng,smr_foundation
[27] george,mason
[24] mason,university
[23] 17,george
[20] wednesday,july
[19] #socialmedia,networks
[18] fairfax,va

Top Word Pairs in Tweet in G2:
[129] marc,anthony
[121] bad,bunny
[100] smith,bad
[96] está,rico
[81] anthony,smith
[49] bunny,está
[28] marc,smith
[26] anthony,ft
[26] #ahorasuena,marc
[25] rico,marc

Top Word Pairs in Tweet in G3:
[22] accenturetech,ianljones98
[22] ianljones98,iainljbrown
[21] #machinelearning,101
[21] 101,#ai
[21] #ai,#ml
[21] #ml,#dl
[21] #dl,#bigdata
[21] #bigdata,#digitaltransformation
[21] #digitaltransformation,accenturetech
[20] alvinfoo,#machinelearning

Top Word Pairs in Tweet in G4:
[9] ortega,smith
[5] amo,locura
[5] locura,cómo
[5] cómo,respondido
[5] respondido,ortega
[5] smith,oskarmatute
[4] berlustinho,amo
[2] huída,hacia
[2] hacia,adelante
[2] adelante,parte

Top Word Pairs in Tweet in G5:
[4] sonniboy77,griffoshanky
[4] griffoshanky,robmart78177927
[4] robmart78177927,runningkilt
[4] runningkilt,kciderman1
[4] kciderman1,thesquaredcirc3
[4] thesquaredcirc3,alvinwd
[4] alvinwd,ecologic2281
[4] ecologic2281,big_g_09
[3] big_g_09,pedrokeay1
[3] pedrokeay1,jruecity

Top Word Pairs in Tweet in G6:
[45] christmas,tour
[25] michael,w
[25] w,smith
[25] amy,grant
[24] team,up
[24] up,christmas
[14] grant,michael
[14] smith,marc
[13] amygrant,michaelwsmith
[12] exclusive,amygrant

Top Word Pairs in Tweet in G7:
[3] parscale,teamtrump
[3] teamtrump,trumpwarroom
[2] even,fox
[2] fox,news
[2] trumpwarroom,kayleighmcenany
[2] kayleighmcenany,erinmperrine
[2] erinmperrine,marc_lotter
[2] marc_lotter,mattwolking
[2] mattwolking,azachparkinson
[2] #followfriday,check

Top Word Pairs in Tweet in G8:
[13] full,qpr
[13] qpr,xi
[13] xi,1
[13] 1,nick
[13] nick,culkin
[13] culkin,2
[13] 2,terrel
[13] terrel,forbes
[13] forbes,3
[13] 3,steff

Top Word Pairs in Tweet in G9:
[4] ilhan,omar
[4] charliekirk11,know
[4] marc_smith_1,trueeyethespy
[3] sexist,disagrees
[3] trueeyethespy,soros
[3] soros,executed
[3] executed,out
[3] out,double
[3] double,pretending
[2] here,fix

Top Word Pairs in Tweet in G10:
[20] marc,crawford
[19] new,asst
[19] asst,coach
[19] coach,marc
[19] crawford,raved
[19] raved,zack
[19] zack,smith
[19] smith,time
[19] time,ottawa's
[19] ottawa's,interim

Top Replied-To
Top Replied-To in Entire Graph:
@_marc_oliv
@morbeckvieira
@alexfenton
@alvinfoo
@marc_smith
@the_hfield
@andrelsdemeira
@smith_hays
@tuija
@gametimeart

Top Replied-To in G1:
@alexfenton
@marc_smith
@tuija
@duto_guerra
@zakjan
@aviwoolf
@docassar
@ruiskukkahattu
@was3210
@socmediaconf

Top Replied-To in G3:
@alvinfoo

Top Replied-To in G4:
@opositormac
@oskarmatute
@doradalechuga
@miqueliceta
@trastolillubcn

Top Replied-To in G5:
@sonniboy77
@foxmittoo
@ritcha82

Top Replied-To in G7:
@trumpwins111
@sandyhewett71
@timmurtaugh
@adammilstein
@ogintheop

Top Replied-To in G9:
@marc_smith_1
@j02604482

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@nodexl
@alvinfoo
@alexfenton
@smr_foundation
@ianljones98
@vivianfrancos
@nodexl_mktng
@smith_hays
@mikequindazzi

Top Mentioned in G1:
@marc_smith
@nodexl
@alexfenton
@smr_foundation
@vivianfrancos
@nodexl_mktng
@marc_smi
@was3210
@mikequindazzi
@socmediaconf

Top Mentioned in G2:
@adriansysnet

Top Mentioned in G3:
@alvinfoo
@ianljones98
@iainljbrown
@accenturetech
@marc_smith
@ianknowlson
@mvollmer1
@marc_meyer
@guzmand

Top Mentioned in G4:
@ortega_smith
@oskarmatute
@vox_es
@berlustinho
@psoe
@interiorgob
@gpscongreso
@perezreverte
@ivanedlm
@jusapolpucela

Top Mentioned in G5:
@griffoshanky
@robmart78177927
@runningkilt
@kciderman1
@thesquaredcirc3
@alvinwd
@ecologic2281
@big_g_09
@pedrokeay1
@jruecity

Top Mentioned in G6:
@marcmartel
@michaelwsmith
@billboard
@amygrant
@billboardbiz
@achristmasshop
@musiclinkup
@emjakus
@20thecountdown

Top Mentioned in G7:
@marc_lotter
@parscale
@teamtrump
@trumpwarroom
@kayleighmcenany
@erinmperrine
@mattwolking
@azachparkinson
@hostettergmail
@saracarterdc

Top Mentioned in G8:
@phil__smith
@qpr
@wealdstonefc
@paulgoodwindfp
@talkreading

Top Mentioned in G9:
@charliekirk11
@trueeyethespy
@utsava4
@marc_smith_1
@markyoungtruth
@chuckwoolery
@cnn
@msnbc
@sacvalleyca
@marklutchman

Top Mentioned in G10:
@carterbaum

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@kenspellman
@ilnewsnetwork
@chidambara09
@ottlegalrebels
@eraser
@elblokeradio
@fuerza943fm
@walmart
@maadihotti

Top Tweeters in G1:
@sectest9
@chidambara09
@wallacegeorge7
@socialmedia2day
@laporres
@spirosmargaris
@jblefevre60
@daviddoughty
@proyectosnolen1
@bloggersatwork

Top Tweeters in G2:
@kenspellman
@ilnewsnetwork
@eraser
@elblokeradio
@fuerza943fm
@kq945
@thereal_kdubb
@illinews
@adriansysnet
@nofnews_kenya

Top Tweeters in G3:
@akwyz
@debraruh
@meghanmbiro
@agirregabiria
@ipfconline1
@wef
@topcybernews
@rtehrani
@pcarvajalnunez
@cybersecboardrm

Top Tweeters in G4:
@cope
@psoe
@eguskialde369
@jusapolpucela
@oskarmatute
@gpscongreso
@ideiazabaldu
@miqueliceta
@albertdmcat
@marc_ava

Top Tweeters in G5:
@jenkinsonleslie
@big_g_09
@delisketo
@afowler06
@griffoshanky
@hh_boxing
@tonypem
@abelpatson
@jruecity
@mjwoodford1988

Top Tweeters in G6:
@maadihotti
@billboard
@denisdvezine
@teamcjm4545
@musiclinkup
@firstnamemark
@billboardbiz
@hypezonegh
@lryan120164
@meresmol2502

Top Tweeters in G7:
@hostettergmail
@trumpwins111
@realdonaldtrump
@john_l_smith___
@ogintheop
@mary_mazzerello
@afbranco
@adammilstein
@saracarterdc
@themarketswork

Top Tweeters in G8:
@qpr_ash
@qpr
@safcsource
@sunechosafc
@nickdugard1
@conorjmartin96
@talkreading
@wealdstonefc
@jamiecaines2
@paulgoodwindfp

Top Tweeters in G9:
@cnn
@msnbc
@chuckwoolery
@markyoungtruth
@larryelder
@charliekirk11
@cheekie368
@joeysalads
@plastiksurgeone
@aandgshow

Top Tweeters in G10:
@bigbear_bren10
@miskap97
@wickedfade
@blackhawk_up
@cubsfan
@diesal3426
@arjun_ajb15
@nhlblackhawks
@himerawks
@laceempodcast