marc_smith, Twitter, 4/17/2019 8:21:18 AM, 193996


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marc_smith_2019-04-17_00-38-13.xlsx
marc_smith_2019-04-17_00-38-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2KJNpBJ
@marc_smith
@alvinfoo
@edtech_stories
@marc_victor1
@ortega_smith
@antgrasso
@jakewoodhous
@chidambara09
@docassar
@harbrimah

Top hashtags:
#digitaltransformation
#nowplaying
#digitaleconomy
#ai
#internet
#ff
#socialmedia

Description:
Description
The graph represents a network of 1,143 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, 17 April 2019 at 07:38 UTC.

The requested start date was Wednesday, 17 April 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, 14-hour, 20-minute period from Wednesday, 03 April 2019 at 00:05 UTC to Tuesday, 16 April 2019 at 14:26 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 : 1143
Unique Edges : 1730
Edges With Duplicates : 1658
Total Edges : 3388
Number of Edge Types : 3
Mentions : 2935
Tweet : 274
Replies to : 179
Self-Loops : 274
Reciprocated Vertex Pair Ratio : 0.0408942202835333
Reciprocated Edge Ratio : 0.0785751702462022
Connected Components : 215
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 435
Maximum Edges in a Connected Component : 1902
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.045019
Graph Density : 0.00146249231980854
Modularity : 0.4854
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] http://kq94.net/
[12] http://www.Fuerza943.com
[9] https://www.expartibus.it/marc-kelly-smith-il-padre-del-poetry-slam-allostello-bello-grande/
[8] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192806
[5] http://www.ELBLOKERADIO.com
[5] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193380
[5] http://e-learning-teleformacion.blogspot.com/2019/02/network-mapping-ecosystem-marc-smith.html
[4] http://www.snatchradio.com/

Top URLs in Tweet in G1:
[2] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[2] https://podcasts.apple.com/us/podcast/exponential-view-with-azeem-azhar/id1172218725?i=1000427747082&mt=2
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193800
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192602
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192577
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192601
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193115
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193125
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193399
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193557

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192806
[7] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193380
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193077
[3] https://www.youtube.com/watch?v=wCFdKjaUSQ4&feature=youtu.be

[3] https://www.eventbrite.com/e/social-media-digital-humanities-methodsapproaches-for-social-scientists-tickets-55334396670?ref=estw
[3] https://twitter.com/JMcJohnston/status/1114463652650913792
[2] https://okdiario.com/espana/ortega-smith-izquierda-combate-firmeza-ni-pp-ni-cs-tienen-3945860?utm_term=Autofeed&utm_campaign=ok&utm_medium=Social&utm_source=Twitter#Echobox=1554457362
[2] https://edutechstories.blogspot.com/2019/04/yoyow-you-own-your-words-or-do-you.html
[1] https://www.youtube.com/watch?v=lpWa6B2d0LM&feature=youtu.be


Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=97459
[1] http://r.socialstudio.radian6.com/c858582c-56d5-4fd2-988d-bb5f914248ea
[1] https://chat.whatsapp.com/invite/Jl3BAhLUGOsAhJECGuufbi

Top URLs in Tweet in G4:
[14] http://kq94.net/
[12] http://www.Fuerza943.com
[5] http://www.ELBLOKERADIO.com
[4] http://www.snatchradio.com/
[2] https://www.youtube.com/watch?v=--BHuKeveg4&feature=share

[2] http://www.lameta809.com/
[2] http://tunein.com/radio/La-Meta-809-s260327/
[2] https://open.spotify.com/track/2wRkBumdItthjYP9XknImg
[2] https://www.sparkxradionetwork.com/
[2] https://dfmdance.out.airtime.pro/dfmdance_a

Top URLs in Tweet in G6:
[1] https://www.mmafighting.com/2019/4/12/18307131/ufc-seasonal-press-conference-video
[1] https://www.mmafighting.com/2019/4/6/18275140/anthony-smith-calls-any-fighter-who-thinks-he-should-have-taken-jon-jones-dq-a-coward?utm_campaign=mmafighting&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://www.mmafighting.com/2019/4/6/18275140/anthony-smith-calls-any-fighter-who-thinks-he-should-have-taken-jon-jones-dq-a-coward?utm_campaign=marc_raimondi&utm_content=chorus&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G7:
[1] http://www.chartes.psl.eu/fr/actualite/republique-europeenne-bureaux-histoire-documentaire-pouvoirs-xve-xviii-e-siecle
[1] http://gotico-antiqua.anrt-nancy.fr/
[1] https://twitter.com/ANRT_type/status/1114060242248175616
[1] https://twitter.com/ecoledeschartes/status/1113048435224207361

Top URLs in Tweet in G8:
[1] https://twitter.com/vonoelhoffen1/status/1115670258583506945

Top Domains
Top Domains in Tweet in Entire Graph:
[36] nodexlgraphgallery.org
[22] youtube.com
[21] twitter.com
[14] kq94.net
[12] fuerza943.com
[11] blogspot.com
[9] facebook.com
[9] eventbrite.com
[9] expartibus.it
[5] elblokeradio.com

Top Domains in Tweet in G1:
[13] nodexlgraphgallery.org
[2] eventbrite.com
[2] apple.com
[1] shareaholic.com
[1] gijn.org
[1] twitter.com
[1] wikipedia.org
[1] wakelet.com

Top Domains in Tweet in G2:
[18] nodexlgraphgallery.org
[13] youtube.com
[10] twitter.com
[3] eventbrite.com
[2] okdiario.com
[2] cope.es
[2] blogspot.com
[1] facebook.com
[1] visualcapitalist.com
[1] indiana.edu

Top Domains in Tweet in G3:
[4] nodexlgraphgallery.org
[1] radian6.com
[1] whatsapp.com

Top Domains in Tweet in G4:
[14] kq94.net
[12] fuerza943.com
[7] facebook.com
[5] youtube.com
[5] elblokeradio.com
[4] snatchradio.com
[3] soundcloud.com
[3] franklintnvet.com
[2] instagram.com
[2] lameta809.com

Top Domains in Tweet in G6:
[3] mmafighting.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] psl.eu
[1] anrt-nancy.fr

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] digitaltransformation
[35] nowplaying
[29] digitaleconomy
[21] ai
[21] internet
[19] ff
[14] socialmedia
[14] fatmanbeyond
[13] futureofwork
[12] lamega105



Top Hashtags in Tweet in G1:
[4] edscifest
[4] ddj
[4] skollwf
[3] socialmedia
[3] esnchat
[3] ai
[2] marketing
[2] smmw19
[2] smm
[2] digitalmarketing

Top Hashtags in Tweet in G2:
[13] ai
[11] digitaltransformation
[11] socialmedia
[8] analytics
[8] iot
[6] equiparacionya
[6] futureofwork
[5] bigdata
[5] fashion
[5] ecommerce

Top Hashtags in Tweet in G3:
[25] digitaltransformation
[24] digitaleconomy
[20] internet
[11] ff
[9] earth
[9] moon
[9] mars
[7] futureofwork
[5] ai
[3] nodexl

Top Hashtags in Tweet in G4:
[32] nowplaying
[12] lamega105
[6] np
[5] elblokeradio
[4] snatchradiouk
[4] listenlive
[3] themasters
[2] sonando
[2] esturadio
[2] golf

Top Hashtags in Tweet in G5:
[1] wip

Top Hashtags in Tweet in G6:
[1] ufc

Top Hashtags in Tweet in G7:
[7] république
[1] histoire

Top Hashtags in Tweet in G8:
[1] ff
[1] fridayfeeiing
[1] comics
[1] ilovecomics

Top Hashtags in Tweet in G9:
[2] ff

Top Words
Top Words in Tweet in Entire Graph:
[456] Words in Sentiment List#1: Positive
[348] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[18365] Non-categorized Words
[19170] Total Words
[477] smith
[380] marc
[176] anthony
[153] marc_smith
[138] bad

Top Words in Tweet in G1:
[22] marc_smith
[17] nodexl
[14] top
[12] hashtags
[9] chrisstrub
[9] smexaminer
[9] dgingiss
[9] markwschaefer
[9] fuhsionmktg
[9] marismith

Top Words in Tweet in G2:
[98] marc_smith
[48] edtech_stories
[45] nodexl
[36] ellethejambo
[32] disneyanimation
[30] nicolasturgeon
[30] theresa_may
[30] dcms
[28] alvinfoo
[28] docassar

Top Words in Tweet in G3:
[49] alvinfoo
[29] andy_lucerne
[29] wef
[28] marc_smith
[28] andreaspages
[26] andi_staub
[25] #digitaltransformation
[25] antgrasso
[25] worth
[24] 20

Top Words in Tweet in G4:
[180] smith
[175] marc
[122] anthony
[120] rico
[118] bunny
[117] bad
[76] está
[50] ft
[34] 1
[32] #nowplaying

Top Words in Tweet in G6:
[42] smith
[38] mmafighting
[38] marc_raimondi
[36] anthony
[36] jones
[34] jon
[33] fighter
[33] dq
[32] calls
[32] thinks

Top Words in Tweet in G7:
[17] et
[16] ecoledeschartes
[15] à
[13] ferrerbartomeu
[12] marc
[12] smith
[12] l'
[10] avril
[10] des
[9] 9

Top Words in Tweet in G8:
[14] adams
[7] scottw_inks
[7] sure
[7] kidding
[7] google
[7] marc
[7] silvestri
[7] whilce
[7] portacio
[7] neal

Top Words in Tweet in G9:
[2] wiis_de
[2] wiis_global
[2] #ff
[2] rikefranke
[2] claudmajor
[2] constelz
[2] julie_c_smith
[2] jgotkowska
[2] kch_jans
[2] drjlhazelton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[140] marc,anthony
[130] bad,bunny
[112] anthony,smith
[102] smith,bad
[87] está,rico
[62] marc,smith
[42] bunny,está
[38] gcgpin,lia_abud
[38] lia_abud,psmiles2016
[38] psmiles2016,edilaineapma

Top Word Pairs in Tweet in G1:
[11] top,hashtags
[9] chrisstrub,smexaminer
[9] smexaminer,dgingiss
[9] dgingiss,markwschaefer
[9] markwschaefer,fuhsionmktg
[9] fuhsionmktg,marismith
[9] marismith,isocialfanz
[8] marc_smith,chrisstrub
[7] isocialfanz,madalynsklar
[5] madalynsklar,iagdotme

Top Word Pairs in Tweet in G2:
[30] nicolasturgeon,theresa_may
[30] theresa_may,dcms
[27] biz,marc_smith
[23] dcms,biz
[20] marc_smith,scotland
[20] scotland,twitter
[20] twitter,techethicist
[19] techethicist,marksbabbitt
[19] marksbabbitt,mattmurrie
[17] marc_smith,nodexl

Top Word Pairs in Tweet in G3:
[25] wef,andy_lucerne
[25] andy_lucerne,andreaspages
[24] alvinfoo,20
[24] 20,years
[24] years,ago
[24] ago,#digitaleconomy
[24] #digitaleconomy,exist
[24] exist,today
[24] today,worth
[24] worth,3

Top Word Pairs in Tweet in G4:
[122] marc,anthony
[117] bad,bunny
[92] smith,bad
[75] está,rico
[65] anthony,smith
[33] bunny,está
[30] rico,marc
[29] anthony,ft
[27] ft,smith
[24] #nowplaying,está

Top Word Pairs in Tweet in G6:
[36] anthony,smith
[34] jon,jones
[32] smith,calls
[32] calls,fighter
[32] fighter,thinks
[32] thinks,taken
[32] taken,jon
[32] jones,dq
[32] dq,coward
[31] mmafighting,anthony

Top Word Pairs in Tweet in G7:
[12] marc,smith
[12] à,l'
[12] l',ecoledeschartes
[9] 9,avril
[9] des,bureaux
[8] européenne,des
[7] langues,et
[7] et,écritures
[7] florence,bistagne
[7] avril,prochain

Top Word Pairs in Tweet in G8:
[7] sure,kidding
[7] kidding,google
[7] google,marc
[7] marc,silvestri
[7] silvestri,whilce
[7] whilce,portacio
[7] portacio,neal
[7] neal,adams
[7] adams,j
[7] j,scott

Top Word Pairs in Tweet in G9:
[2] wiis_de,wiis_global
[2] wiis_global,#ff
[2] #ff,rikefranke
[2] rikefranke,claudmajor
[2] claudmajor,constelz
[2] constelz,julie_c_smith
[2] julie_c_smith,jgotkowska
[2] jgotkowska,kch_jans
[2] kch_jans,drjlhazelton

Top Replied-To
Top Replied-To in Entire Graph:
@_juzinh_a
@stevesayersone
@edtech_stories
@sant_joaquim
@marc_noise
@ellethejambo
@mmafighting
@marc_smith
@jessikaphillips
@alvinfoo

Top Replied-To in G1:
@marc_smith
@jessikaphillips
@jakewoodhous
@lisamloeffler
@fluid_academy
@britishhivassoc
@gmacscotland

Top Replied-To in G2:
@stevesayersone
@edtech_stories
@ellethejambo
@docassar
@beyonderltd
@kdhungerford
@sfm36
@alternativa_vox
@khattiy74899201
@scottturneruon

Top Replied-To in G3:
@alvinfoo
@jackcoleman219
@helene_wpli
@harbrimah

Top Replied-To in G5:
@laciewaldon

Top Replied-To in G6:
@mmafighting
@zerosum_33
@daveferguson91

Top Replied-To in G8:
@marc_deering

Top Replied-To in G10:
@4x_clubchamp

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@alvinfoo
@chicco_cabral
@gcgpin
@lia_abud
@psmiles2016
@edilaineapma
@dilrussefia
@conexaopolitica
@gvba5

Top Mentioned in G1:
@marc_smith
@chrisstrub
@smexaminer
@dgingiss
@markwschaefer
@fuhsionmktg
@marismith
@isocialfanz
@madalynsklar
@iagdotme

Top Mentioned in G2:
@marc_smith
@edtech_stories
@disneyanimation
@nicolasturgeon
@theresa_may
@dcms
@alvinfoo
@ellethejambo
@biz
@ortega_smith

Top Mentioned in G3:
@alvinfoo
@andy_lucerne
@wef
@andreaspages
@marc_smith
@andi_staub
@antgrasso
@andi_s
@mvollmer1
@marc_meyer

Top Mentioned in G4:

Top Mentioned in G5:
@dalenflynn
@suzannaspo
@sarahdresser70
@destinyraesmith
@nire511
@milywrites
@msmoxiemalone
@jackdeanna
@keenonwords
@zoeypincelli

Top Mentioned in G6:
@marc_raimondi
@mmafighting
@shaunalshatti
@chaelsonnen
@robmatthewsjr
@lilizzo1

Top Mentioned in G7:
@ecoledeschartes
@ferrerbartomeu
@nsmodernhist
@univavignon
@inshs_cnrs
@univamu
@telemme
@cesr_tours
@ihreurope1500
@irht_cnrs

Top Mentioned in G8:
@scottw_inks
@davcuriel
@charliekirchoff
@jt_cr
@thekylestarks
@philjimeneznyc
@sinkevitch
@charlieadlard
@jenseguraz
@procreate

Top Mentioned in G9:
@wiis_de
@wiis_global
@rikefranke
@claudmajor
@constelz
@julie_c_smith
@jgotkowska
@kch_jans
@drjlhazelton
@carlomasala1

Top Mentioned in G10:
@fishsenior1972
@sweetkat111
@lexa_merica
@serremmy
@queenk4dy
@lgmichael1
@bfigueredo
@dee_root
@lindamu93790975
@skb_sara

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@sportsroadhouse
@isthisab0t
@evankirstel
@chidambara09
@eraser
@elblokeradio
@fuerza943fm
@infobae
@fintechna

Top Tweeters in G1:
@fintechna
@muzaffar1969
@santchiweb
@madalynsklar
@elconfidencial
@librariesval
@isocialfanz
@andrewfunkspain
@chrisstrub
@marismith

Top Tweeters in G2:
@sectest9
@isthisab0t
@chidambara09
@alfonbay
@skype
@machinelearn_d
@eugene_roserie
@chrisdarroch2
@cope
@jeremyhl

Top Tweeters in G3:
@evankirstel
@marshacollier
@akwyz
@thomaspower
@debraruh
@kuriharan
@xbrlstandard
@cosmunity
@spirosmargaris
@ipfconline1

Top Tweeters in G4:
@elblokeradio
@fuerza943fm
@kiss949
@latidos937
@kq945
@lameta809
@snatchradiouk
@knuppelrodney
@radiolafusion
@jrfm_latin_beat

Top Tweeters in G5:
@dalenflynn
@timeofposting
@maria_tureaud
@lorikpoetry
@evilkittygrr
@exsanguinated17
@cgrcevichauthor
@maidenhair_
@destinyraesmith
@suzannaspo

Top Tweeters in G6:
@sportsroadhouse
@mikemeidling
@trueoriginole
@mmafighting
@lilizzo1
@marc_raimondi
@skateallington
@kitlerrr
@isyuchiha
@shaunalshatti

Top Tweeters in G7:
@erdanxela
@sugar_daddy974
@ferrerbartomeu
@histoire_du_vin
@propylaeumant
@ecoledeschartes
@nsmodernhist
@anrt_type
@rsaorg
@univamu

Top Tweeters in G8:
@demonpuppy
@luiscandelari20
@robertliefeld
@thekylestarks
@philjimeneznyc
@procreate
@mybodystory
@sinkevitch
@markerguru
@charliekirchoff

Top Tweeters in G9:
@marc_o_berlin
@constelz
@rikefranke
@annmeiritz
@carlomasala1
@julie_c_smith
@jgotkowska
@korischake
@kch_jans
@wiis_global

Top Tweeters in G10:
@lindamu93790975
@skb_sara
@kengrimes9
@go4itbas
@sweetkat111
@bfigueredo
@lexa_merica
@berrytessie
@4x_clubchamp
@lgmichael1


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