marc_smith, Twitter, 8/14/2019 8:18:31 AM, 206730


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marc_smith_2019-08-14_00-50-30.xlsx
marc_smith_2019-08-14_00-50-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2YU46kN
@topcybernews
@marc_smith
@chidambara09
@alexfenton
@edtech_stories
@albertogaruccio
@ronald_vanloon
@docassar
@youtube
@ballsquets

Top hashtags:
#ibmsystems
#nowplaying
#ahorasuena
#fatmanbeyond
#ai
#rumba107
#bachatas

Description:
Description
The graph represents a network of 879 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, 14 August 2019 at 07:50 UTC.

The requested start date was Wednesday, 14 August 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, 5-hour, 18-minute period from Wednesday, 31 July 2019 at 08:40 UTC to Tuesday, 13 August 2019 at 13:58 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 : 879
Unique Edges : 1118
Edges With Duplicates : 736
Total Edges : 1854
Number of Edge Types : 3
Replies to : 125
Mentions : 1517
Tweet : 212
Self-Loops : 212
Reciprocated Vertex Pair Ratio : 0.0431266846361186
Reciprocated Edge Ratio : 0.082687338501292
Connected Components : 198
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 250
Maximum Edges in a Connected Component : 886
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.738943
Graph Density : 0.00150434978659224
Modularity : 0.561152
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744
[18] https://lasuperurbana.com/
[14] http://www.Fuerza943.com
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205684
[10] https://nodexlgraphgallery.org/Pages/Registration.aspx
[8] https://www.jamatlanta.com/
[5] http://www.ELBLOKERADIO.com
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205564
[3] https://twitter.com/asticky1still/status/1159406155573157889
[2] https://zeno.fm/sparkx-radio

Top URLs in Tweet in G1:
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205564
[2] https://www.planetcompliance.com/2019/01/08/regtech-top-100-power-list-influential-regtech-firms/
[2] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206425
[1] http://alexfenton.co.uk/social-media-and-society-conference-2019-netnography-and-social-network-analysis/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206512
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205999
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206314
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206411

Top URLs in Tweet in G2:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205684
[10] https://nodexlgraphgallery.org/Pages/Registration.aspx
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744

Top URLs in Tweet in G3:
[18] https://lasuperurbana.com/
[14] http://www.Fuerza943.com
[8] https://www.jamatlanta.com/
[5] http://www.ELBLOKERADIO.com
[2] https://www.deezer.com/track/559617332
[2] https://radio.securenetsystems.net/radio_player_large.cfm?stationCallSign=WFLMHD2&shortLink=true
[2] https://topmusic-radio.com/
[2] https://zeno.fm/sparkx-radio
[1] https://twitter.com/CapFriendly/status/1156686116776529920
[1] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://twitter.com/sebgorka/status/1159163609341136896
[1] https://twitter.com/donnawr8/status/1160786165060030469
[1] https://www.foxnews.com/opinion/marc-thiessen-kids-adversity-sacrifice-heroism
[1] https://donaldjtrump.com/

Top URLs in Tweet in G6:
[1] https://www.ny1.com/nyc/all-boroughs/off-topic-on-politics/2019/08/02/off-topic-on-politics-live-anniversary-show-chelsea-music-hall-bill-de-blasio-presidential-run-2020-campaign-future
[1] https://twitter.com/laurenthehough/status/1156756471423610880

Top URLs in Tweet in G7:
[2] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-86-tickets-65885666803

Top URLs in Tweet in G8:
[2] https://edutechstories.blogspot.com/2019/08/digcitsummituk-closing-remarks-yoyow_4.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206058
[1] https://www.youtube.com/watch?v=WpYeekQkAdc


Top Domains
Top Domains in Tweet in Entire Graph:
[68] nodexlgraphgallery.org
[18] twitter.com
[18] lasuperurbana.com
[14] fuerza943.com
[8] youtube.com
[8] jamatlanta.com
[6] co.uk
[6] facebook.com
[5] elblokeradio.com
[5] bit.ly

Top Domains in Tweet in G1:
[40] nodexlgraphgallery.org
[2] planetcompliance.com
[2] eventbrite.com
[1] co.uk
[1] youtube.com

Top Domains in Tweet in G2:
[27] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[18] lasuperurbana.com
[14] fuerza943.com
[8] twitter.com
[8] jamatlanta.com
[6] facebook.com
[5] co.uk
[5] elblokeradio.com
[3] dailymgp.com
[3] zeno.fm
[2] deezer.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] foxnews.com
[1] donaldjtrump.com

Top Domains in Tweet in G6:
[1] ny1.com
[1] twitter.com

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

Top Domains in Tweet in G8:
[2] blogspot.com
[1] nodexlgraphgallery.org
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] ibmsystems
[37] nowplaying
[37] ahorasuena
[22] fatmanbeyond
[20] ai
[16] rumba107
[16] bachatas
[16] salsa
[16] merengues
[16] urbana



Top Hashtags in Tweet in G1:
[37] ibmsystems
[17] ai
[14] ibm
[7] digital
[7] bigdata
[7] architectingthefuture
[7] megatrends
[7] ibmtechu
[7] cto
[7] prague

Top Hashtags in Tweet in G2:
[10] dyk
[10] didyouknow
[10] nodexl
[7] ibmsystems
[3] ai
[2] tech
[2] digital
[2] cybersecurity
[2] robotics
[2] data

Top Hashtags in Tweet in G3:
[34] ahorasuena
[32] nowplaying
[16] rumba107
[16] bachatas
[16] salsa
[16] merengues
[16] urbana
[16] estadosunidos
[16] promo
[8] lamega105

Top Hashtags in Tweet in G5:
[4] americafirst
[2] teamtrump
[2] democrats
[2] democraticdebate
[2] maga
[2] dobbs
[1] demdebate

Top Hashtags in Tweet in G6:
[1] ny1offtopic

Top Hashtags in Tweet in G7:
[22] fatmanbeyond

Top Hashtags in Tweet in G8:
[2] cmgrhangout
[1] whitesupremacistterrorism
[1] digcitsummituk
[1] yoyow
[1] cmgr

Top Hashtags in Tweet in G9:
[1] ff
[1] fridayfeeiing
[1] comics
[1] ilovecomics

Top Words
Top Words in Tweet in Entire Graph:
[687] Words in Sentiment List#1: Positive
[314] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[14707] Non-categorized Words
[15710] Total Words
[380] smith
[284] marc
[236] free
[128] s
[114] anthony

Top Words in Tweet in G1:
[72] nodexl
[56] thomas_harrer
[47] chidambara09
[46] marc_smith
[44] topcybernews
[37] #ibmsystems
[37] ibmsystems
[28] evankirstel
[18] top
[17] #ai

Top Words in Tweet in G2:
[39] nodexl
[37] topcybernews
[37] ðÿ
[20] thomas_harrer
[15] marc_smith
[13] hashtags
[13] chidambara09
[12] ipfconline1
[11] heinzvhoenen
[11] enricomolinari

Top Words in Tweet in G3:
[155] smith
[152] marc
[107] anthony
[103] bad
[102] bunny
[96] rico
[47] está
[40] estã
[34] #ahorasuena
[32] #nowplaying

Top Words in Tweet in G4:
[234] free
[46] liam
[46] kelly
[46] 50k
[46] dillon
[46] barnes
[46] angel
[46] rangel
[46] todd
[46] kane

Top Words in Tweet in G5:
[22] marc_lotter
[13] realdonaldtrump
[8] nation
[6] president
[6] best
[6] radical
[6] s
[6] freebies
[5] time
[5] gop

Top Words in Tweet in G6:
[3] lis_smith
[2] s
[2] worked
[2] barackobama
[2] nycmayor
[2] nygovcuomo
[2] petebuttigieg
[2] many
[2] others
[2] don

Top Words in Tweet in G7:
[40] m
[40] s
[22] marcbernardin
[22] #fatmanbeyond
[21] saying
[21] svcantina
[20] re
[20] gonna
[20] celebrate
[20] birthday

Top Words in Tweet in G8:
[12] gt
[5] marc_smith
[3] stewartbrand
[3] hrheingold
[3] stanbridge
[3] declara
[2] lindafabianisnp
[2] sarahdateechur
[2] sxswedu
[2] johnmcalaney

Top Words in Tweet in G9:
[2] davcuriel
[2] charliekirchoff
[2] jt_cr
[2] thekylestarks
[2] philjimeneznyc
[2] sinkevitch
[2] charlieadlard
[2] jenseguraz
[2] procreate
[2] markerguru

Top Words in Tweet in G10:
[6] smith
[5] bokamotoespn
[5] arielhelwani
[5] marc_raimondi
[5] jonnybones
[4] gus
[4] weight
[4] jones
[3] 6ft
[3] against

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[113] marc,anthony
[104] bad,bunny
[88] smith,bad
[71] anthony,smith
[49] está,rico
[46] liam,kelly
[46] kelly,50k
[46] 50k,dillon
[46] dillon,barnes
[46] barnes,free

Top Word Pairs in Tweet in G1:
[29] ibmsystems,topcybernews
[28] thomas_harrer,ibmsystems
[26] #ibmsystems,nodexl
[26] topcybernews,chidambara09
[22] chidambara09,evankirstel
[21] nodexl,thomas_harrer
[16] top,hashtags
[14] evankirstel,ibm
[14] ibm,ibmitalia
[14] ibmitalia,ibmz

Top Word Pairs in Tweet in G2:
[18] ðÿ,topcybernews
[12] topcybernews,nodexl
[12] nodexl,ðÿ
[11] topcybernews,heinzvhoenen
[11] heinzvhoenen,enricomolinari
[11] enricomolinari,ipfconline1
[10] #dyk,#didyouknow
[10] #didyouknow,now
[10] now,order
[10] order,beautiful

Top Word Pairs in Tweet in G3:
[107] marc,anthony
[101] bad,bunny
[83] smith,bad
[66] anthony,smith
[47] está,rico
[40] estã,rico
[34] #ahorasuena,marc
[25] bunny,estã
[24] bunny,está
[18] ft,smith

Top Word Pairs in Tweet in G4:
[46] liam,kelly
[46] kelly,50k
[46] 50k,dillon
[46] dillon,barnes
[46] barnes,free
[46] free,angel
[46] angel,rangel
[46] rangel,free
[46] free,todd
[46] todd,kane

Top Word Pairs in Tweet in G5:
[5] marc_lotter,realdonaldtrump
[4] #americafirst,marc_lotter
[4] marc_lotter,s
[4] s,disgraceful
[4] disgraceful,radical
[4] radical,dems
[4] dems,politicizing
[4] politicizing,tragedy
[4] tragedy,allowing
[4] allowing,nation

Top Word Pairs in Tweet in G6:
[2] s,worked
[2] worked,barackobama
[2] barackobama,nycmayor
[2] nycmayor,nygovcuomo
[2] nygovcuomo,petebuttigieg
[2] petebuttigieg,many
[2] many,others
[2] others,don
[2] don,t
[2] t,want

Top Word Pairs in Tweet in G7:
[21] m,saying
[20] re,gonna
[20] gonna,celebrate
[20] s,birthday
[20] birthday,next
[20] s,#fatmanbeyond
[20] #fatmanbeyond,svcantina
[16] iâ,m
[12] saying,re
[12] celebrate,thatkevinsmith

Top Word Pairs in Tweet in G8:
[2] stewartbrand,hrheingold
[2] sarahdateechur,stanbridge
[2] stanbridge,sxswedu
[2] sxswedu,johnmcalaney
[2] johnmcalaney,declara
[2] bk,gt

Top Word Pairs in Tweet in G9:
[2] davcuriel,charliekirchoff
[2] charliekirchoff,jt_cr
[2] jt_cr,thekylestarks
[2] thekylestarks,philjimeneznyc
[2] philjimeneznyc,sinkevitch
[2] charlieadlard,jenseguraz
[2] jenseguraz,procreate
[2] procreate,markerguru
[2] markerguru,robertliefeld
[2] robertliefeld,juan_gedeon

Top Word Pairs in Tweet in G10:
[3] bokamotoespn,arielhelwani
[3] arielhelwani,marc_raimondi
[2] espnmma,bokamotoespn
[2] middle,weight
[2] smith,santos
[2] fubushabazz,grosenstein
[2] grosenstein,arielhelwani
[2] arielhelwani,bokamotoespn
[2] bokamotoespn,marc_raimondi
[2] marc_raimondi,jonnybones

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl
@thomas_harrer
@marc_lotter
@bigkev67
@njhcricket
@gisby_marc
@fabulistpappas
@cricaussiefan
@prohockeyrumors
@sarahdateechur

Top Replied-To in G1:
@thomas_harrer
@topcybernews
@faabio
@jackcoleman219
@docassar
@alexfenton

Top Replied-To in G2:
@nodexl
@thomas_harrer
@9339wingmen

Top Replied-To in G5:
@marc_lotter
@parscale
@lafnguy
@gop

Top Replied-To in G6:
@marc_solomon

Top Replied-To in G7:
@marcbernardin

Top Replied-To in G8:
@sarahdateechur

Top Replied-To in G9:
@marc_deering

Top Replied-To in G10:
@cold_scar
@espnmma
@chris_willo_14
@leonknott16
@thehulkmma

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@topcybernews
@marc_smith
@thomas_harrer
@ballsquets
@ibmsystems
@evankirstel
@ibm
@ibmitalia

Top Mentioned in G1:
@nodexl
@chidambara09
@topcybernews
@thomas_harrer
@marc_smith
@ibmsystems
@evankirstel
@ibm
@ibmitalia
@ibmz

Top Mentioned in G2:
@nodexl
@topcybernews
@marc_smith
@chidambara09
@ipfconline1
@thomas_harrer
@heinzvhoenen
@enricomolinari
@ibmsystems

Top Mentioned in G3:

Top Mentioned in G4:
@ballsquets

Top Mentioned in G5:
@marc_lotter
@realdonaldtrump
@gop
@scottwalker
@donaldjtrumpjr
@loudobbs
@foxnews
@flotus
@timmurtaugh
@katrinapierson

Top Mentioned in G6:
@lis_smith
@barackobama
@nycmayor
@nygovcuomo
@petebuttigieg
@amyrchapman
@rubenbolling
@steverabinowitz
@azi
@bznotes

Top Mentioned in G7:
@svcantina
@marcbernardin
@thatkevinsmith
@darknatereturns

Top Mentioned in G8:
@marc_smith
@stewartbrand
@hrheingold
@stanbridge
@lindafabianisnp
@sxswedu
@johnmcalaney
@declara
@cmx
@katiehafner

Top Mentioned in G9:
@davcuriel
@charliekirchoff
@jt_cr
@thekylestarks
@philjimeneznyc
@sinkevitch
@charlieadlard
@jenseguraz
@procreate
@markerguru

Top Mentioned in G10:
@bokamotoespn
@arielhelwani
@marc_raimondi
@jonnybones
@grosenstein
@fubushabazz
@stopgetdastrap
@espnmma
@blessedmma

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dynamocooligan
@nosqldigest
@edinburghwatch
@monicasloves
@evankirstel
@jilliemary
@ranasilvia63
@ssscoop475
@rosatrunk

Top Tweeters in G1:
@nosqldigest
@evankirstel
@chidambara09
@mjoehlerich
@ssxman2
@fmfrancoise
@jeremylittau
@kirkdborne
@dubengeldu
@vladobotsvadze

Top Tweeters in G2:
@sectest9
@monicasloves
@jilliemary
@ranasilvia63
@ssscoop475
@rosatrunk
@lovetogive2
@wahlborn
@spencerjames211
@swydersk

Top Tweeters in G3:
@elblokeradio
@fuerza943fm
@israqm
@rumba107
@ari_shanae
@djnunradio
@marc_leibowitz
@radiolafusion
@riglo
@wepafmspotlight

Top Tweeters in G4:
@unclebuckqpr
@daraspring
@tomnicholss
@smiffdaaaa
@thomasqprkehoe2
@andrewnobleqpr
@wheresmeporsche
@bobbylaw88
@fili_edd
@keytesrob

Top Tweeters in G5:
@foxnews
@dailycaller
@jar_smith
@lafnguy
@oann
@sm00_smith
@sebgorka
@katrinapierson
@realdonaldtrump
@gop

Top Tweeters in G6:
@azi
@jonahnro
@ny1
@christinelu
@amyrchapman
@marc_almond
@lizzieohreally
@rogerclark41
@lis_smith
@bznotes

Top Tweeters in G7:
@dynamocooligan
@stevensaucedo95
@simonmyers4
@anthonybachman
@marcbernardin
@johnclavis
@shittybonmots
@thatkevinsmith
@jasonckillpack
@brianpbrewster

Top Tweeters in G8:
@sarahdateechur
@edtech_stories
@hrheingold
@everytown
@stanbridge
@ellieprimary1
@declara
@lindafabianisnp
@cmx
@stewartbrand

Top Tweeters in G9:
@robertliefeld
@thekylestarks
@philjimeneznyc
@procreate
@sinkevitch
@markerguru
@charliekirchoff
@patmillscomics
@charlieadlard
@juan_gedeon

Top Tweeters in G10:
@arielhelwani
@marc_raimondi
@grosenstein
@bokamotoespn
@blessedmma
@jonnybones
@fubushabazz
@chris_willo_14
@jameswalley6
@espnmma