marc_smith, Twitter, 7/11/2019 7:52:33 AM, 202752


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marc_smith_2019-07-11_00-42-59.xlsx
marc_smith_2019-07-11_00-42-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/32iTWYN
@marc_smith
@bambam1a
@kissdatbam
@chidambara09
@edtech_stories
@alvinfoo
@vivianfrancos
@thomas_harrer
@claire_harris82
@benbendc

Top hashtags:
#nowplaying
#nodexl
#ai
#ff
#iot
#airport
#bigdata
#thinkatibm
#ufc239

Description:
Description
The graph represents a network of 884 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, 11 July 2019 at 07:43 UTC.

The requested start date was Thursday, 11 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, 14-hour, 18-minute period from Thursday, 27 June 2019 at 00:17 UTC to Wednesday, 10 July 2019 at 14:36 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 : 884
Unique Edges : 1177
Edges With Duplicates : 382
Total Edges : 1559
Number of Edge Types : 3
Tweet : 228
Mentions : 1208
Replies to : 123
Self-Loops : 228
Reciprocated Vertex Pair Ratio : 0.0302760463045414
Reciprocated Edge Ratio : 0.0587726879861711
Connected Components : 213
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 146
Maximum Edges in a Connected Component : 550
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.358688
Graph Density : 0.00148224635267471
Modularity : 0.684406
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] http://www.Fuerza943.com
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199355
[10] http://kq94.net/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201291
[6] http://www.lameta809.com/
[6] http://tunein.com/radio/La-Meta-809-s260327/
[6] https://twitter.com/evancranmrr/status/1145457286602809344
[5] http://www.ELBLOKERADIO.com
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202087
[4] https://www.motociclismo.es/mundial-motogp/articulo/10-estadisticas-gp-alemania-2019

Top URLs in Tweet in G1:
[1] https://www.instagram.com/p/BzkUYqCncS3/?igshid=1tn99f7qipgxd

Top URLs in Tweet in G2:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199355
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201291
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202087
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=150215
[2] https://www.eventbrite.com/e/social-media-digital-humanities-social-network-analysis-using-nodexl-tickets-59532362900
[1] https://twitter.com/SocMediaConf/status/1147564223846912000
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201703
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201902
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=202178
[1] https://socialmediaandsociety.org/2019-schedule/2019-workshops/

Top URLs in Tweet in G3:
[17] http://www.Fuerza943.com
[10] http://kq94.net/
[6] http://www.lameta809.com/
[6] http://tunein.com/radio/La-Meta-809-s260327/
[5] http://www.ELBLOKERADIO.com
[3] https://www.jamatlanta.com/
[3] http://Wepa.Fm
[2] https://zeno.fm/sparkx-radio
[2] http://www.sailorsweekly.com/radiosailors-marc.htm
[2] http://www.djnunradio.com/

Top URLs in Tweet in G4:
[2] https://finance.yahoo.com/news/u-oil-output-tops-12-120000720.html?soc_src=social-sh&soc_trk=tw
[2] https://dailycaller.com/2019/06/30/ted-cruz-fbi-investigate-portland-mayor/
[2] https://www.theepochtimes.com/for-the-first-time-ever-united-states-sells-rice-to-china_2989699.html
[1] https://thehill.com/homenews/media/450972-foxs-shepard-smith-calls-out-trump-joking-with-putin-russian-treatment-of
[1] https://www.youtube.com/watch?v=sgbVsq4zMA8&feature=youtu.be

Top URLs in Tweet in G6:
[2] https://www.digitalistmag.com/iot/2019/06/26/building-supply-chain-strategy-for-industry-4-0-06199020?utm_content=95849893&utm_medium=social&utm_source=twitter&hss_channel=tw-328329853

Top URLs in Tweet in G9:
[2] http://karencivil.com/2019/07/07/jaden-smith-launches-vegan-food-truck-for-the-less-fortunate/?preview=true&_thumbnail_id=166026

Top URLs in Tweet in G10:
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-723-tickets-63922063613
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-wfree-spider-man-movie-ticket-72-tickets-62786162101
[1] https://www.instagram.com/p/BzYi1GJBE25/?igshid=6xb1jn20fzxs

Top Domains
Top Domains in Tweet in Entire Graph:
[35] nodexlgraphgallery.org
[26] twitter.com
[17] fuerza943.com
[10] kq94.net
[8] youtube.com
[6] facebook.com
[6] lameta809.com
[6] tunein.com
[5] elblokeradio.com
[5] dailymgp.com

Top Domains in Tweet in G1:
[1] instagram.com

Top Domains in Tweet in G2:
[35] nodexlgraphgallery.org
[3] twitter.com
[2] eventbrite.com
[2] lnkd.in
[1] socialmediaandsociety.org
[1] scimagojr.com
[1] charteredabs.org

Top Domains in Tweet in G3:
[17] fuerza943.com
[10] kq94.net
[6] twitter.com
[6] facebook.com
[6] lameta809.com
[6] tunein.com
[5] discovermoosejaw.com
[5] dailymgp.com
[5] elblokeradio.com
[3] jamatlanta.com

Top Domains in Tweet in G4:
[2] yahoo.com
[2] dailycaller.com
[2] theepochtimes.com
[1] thehill.com
[1] youtube.com

Top Domains in Tweet in G6:
[2] digitalistmag.com

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

Top Domains in Tweet in G10:
[2] eventbrite.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] nowplaying
[30] nodexl
[15] ai
[13] ff
[12] iot
[12] airport
[10] bigdata
[10] thinkatibm
[10] ufc239
[9] fatmanbeyond



Top Hashtags in Tweet in G1:
[1] koenigsegg
[1] agerars
[1] thor
[1] vader
[1] phoenix
[1] got7
[1] bambam

Top Hashtags in Tweet in G2:
[30] nodexl
[15] ai
[12] iot
[10] bigdata
[10] thinkatibm
[8] socialmedia
[7] machinelearning
[5] ibm
[5] futureofwork
[4] websci19

Top Hashtags in Tweet in G3:
[29] nowplaying
[7] sonando
[6] esturadio
[5] eg_00_marc_vds
[5] elblokeradio
[4] bradley_smith
[3] aprila_racing_team_gresini
[3] lamega105
[2] reggaeton
[2] urbanmusic

Top Hashtags in Tweet in G6:
[12] airport
[12] ff
[2] industry40
[2] technology
[1] internetofthings

Top Hashtags in Tweet in G7:
[1] ff
[1] fridayfeeiing
[1] comics
[1] ilovecomics

Top Hashtags in Tweet in G8:
[2] dhimi
[1] france

Top Hashtags in Tweet in G10:
[8] fatmanbeyond
[6] spidermanfarfromhome
[2] sdcc

Top Words
Top Words in Tweet in Entire Graph:
[329] Words in Sentiment List#1: Positive
[258] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[14341] Non-categorized Words
[14930] Total Words
[356] smith
[264] marc
[144] ig
[144] dan_am_i
[144] tsunami

Top Words in Tweet in G1:
[143] ig
[143] 190706
[143] dan_am_i
[143] tsunami
[143] koenigseggautomotive
[143] bambam1a
[143] x_marc_the_spot
[143] shinmikeyin
[143] carson_smith_
[142] kissdatbam

Top Words in Tweet in G2:
[83] nodexl
[49] marc_smith
[37] thomas_harrer
[32] vivianfrancos
[29] #nodexl
[26] ðÿ
[20] chidambara09
[18] smr_foundation
[15] was3210
[15] #ai

Top Words in Tweet in G3:
[142] smith
[135] marc
[95] anthony
[89] bad
[86] rico
[86] bunny
[37] está
[29] #nowplaying
[27] ft
[22] estã

Top Words in Tweet in G4:
[14] trump
[12] charliekirk11
[10] 4th
[10] july
[10] president
[9] american
[9] betsy
[9] ross
[9] flag
[8] s

Top Words in Tweet in G5:
[30] climate
[30] nba
[30] free
[30] agency
[30] reporting
[30] authenticity
[30] woj
[30] bukhari
[30] shams
[30] charania

Top Words in Tweet in G6:
[13] jeffreybuskey
[13] rtehrani
[13] andy_lucerne
[13] antgrasso
[13] ianljones98
[12] alvinfoo
[12] singapore
[12] #airport
[12] best
[12] world

Top Words in Tweet in G8:
[3] et
[3] les
[3] il
[3] est
[2] patrickcsuper
[2] agenttous
[2] fanix8888
[2] socrate2277
[2] avnersolal2
[2] marc___fournier

Top Words in Tweet in G9:
[16] smith
[11] stephen
[8] jaden
[6] free
[6] truck
[4] vegan
[4] food
[4] espn
[4] waking
[4] up

Top Words in Tweet in G10:
[8] #fatmanbeyond
[6] marcbernardin
[6] 7
[6] 2
[6] gonna
[6] fookin'
[6] doozy
[6] want
[6] free
[6] screening

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[144] dan_am_i,tsunami
[144] tsunami,koenigseggautomotive
[144] koenigseggautomotive,bambam1a
[144] bambam1a,x_marc_the_spot
[144] x_marc_the_spot,shinmikeyin
[144] shinmikeyin,carson_smith_
[143] ig,190706
[143] 190706,dan_am_i
[142] kissdatbam,ig
[142] carson_smith_,randy

Top Word Pairs in Tweet in G1:
[143] ig,190706
[143] 190706,dan_am_i
[143] dan_am_i,tsunami
[143] tsunami,koenigseggautomotive
[143] koenigseggautomotive,bambam1a
[143] bambam1a,x_marc_the_spot
[143] x_marc_the_spot,shinmikeyin
[143] shinmikeyin,carson_smith_
[142] kissdatbam,ig
[142] carson_smith_,randy

Top Word Pairs in Tweet in G2:
[21] nodexl,vivianfrancos
[19] #nodexl,nodexl
[17] vivianfrancos,smr_foundation
[14] thomas_harrer,#nodexl
[13] top,hashtags
[13] nodexl,ðÿ
[13] ðÿ,nodexl
[12] smr_foundation,chidambara09
[10] marc_smith,was3210
[9] #ai,#iot

Top Word Pairs in Tweet in G3:
[95] marc,anthony
[86] bad,bunny
[69] smith,bad
[59] anthony,smith
[37] está,rico
[20] estã,rico
[20] rico,marc
[19] bunny,está
[17] rico,zbm
[17] zbm,marc

Top Word Pairs in Tweet in G4:
[10] 4th,july
[9] betsy,ross
[7] doesn,t
[6] president,trump
[5] marc_smith_1,trueeyethespy
[5] t,want
[4] portland,mayor
[4] bernie,sanders
[4] ross,flag
[4] july,celebration

Top Word Pairs in Tweet in G5:
[30] climate,nba
[30] nba,free
[30] free,agency
[30] agency,reporting
[30] reporting,authenticity
[30] authenticity,woj
[30] woj,bukhari
[30] bukhari,shams
[30] shams,charania
[30] charania,muslim

Top Word Pairs in Tweet in G6:
[13] jeffreybuskey,rtehrani
[13] rtehrani,andy_lucerne
[13] andy_lucerne,antgrasso
[13] antgrasso,ianljones98
[12] singapore,#airport
[12] #airport,best
[12] best,world
[12] world,#ff
[12] #ff,jeffreybuskey
[11] alvinfoo,singapore

Top Word Pairs in Tweet in G8:
[3] il,est
[2] patrickcsuper,agenttous
[2] agenttous,fanix8888
[2] fanix8888,socrate2277
[2] socrate2277,avnersolal2
[2] avnersolal2,marc___fournier
[2] marc___fournier,ninasev332212
[2] ninasev332212,urbbrpatriote
[2] maire,ps
[2] ps,marc

Top Word Pairs in Tweet in G9:
[11] stephen,smith
[4] jaden,smith
[4] vegan,food
[4] food,truck
[4] espn,waking
[4] waking,stephen
[4] smith,up
[4] up,2
[4] 2,report
[4] report,kawhi

Top Word Pairs in Tweet in G10:
[6] 7,2
[6] 2,#fatmanbeyond
[6] #fatmanbeyond,gonna
[6] gonna,fookin'
[6] fookin',doozy
[6] doozy,want
[6] want,free
[6] free,screening
[6] screening,#spidermanfarfromhome
[5] marcbernardin,7

Top Replied-To
Top Replied-To in Entire Graph:
@eric__smith
@was3210
@uren_marc
@j02604482
@optionsman1
@topcybernews
@washingtonpost
@bernardamus
@thomas_harrer
@shanley_13

Top Replied-To in G2:
@was3210
@thomas_harrer
@topcybernews
@bernardamus
@smr_foundation
@benedicterios
@docassar
@sjsaragusa
@beyonderltd
@vivianfrancos

Top Replied-To in G4:
@j02604482
@optionsman1
@marc_smith_1
@trueeyethespy
@sampembroke3
@loudobbs
@vivianb28322922
@femmenatale89

Top Replied-To in G6:
@alvinfoo

Top Replied-To in G8:
@patrickcsuper

Top Mentioned
Top Mentioned in Entire Graph:
@bambam1a
@kissdatbam
@nodexl
@marc_smith
@kr156
@thomas_harrer
@vivianfrancos
@chidambara09
@smr_foundation

Top Mentioned in G1:
@bambam1a
@kissdatbam

Top Mentioned in G2:
@nodexl
@marc_smith
@thomas_harrer
@vivianfrancos
@chidambara09
@smr_foundation
@was3210
@ronald_vanloon
@statmaven
@gmacscotland

Top Mentioned in G3:
@xadriancarrillo

Top Mentioned in G4:
@charliekirk11
@realdonaldtrump
@trueeyethespy
@marc_smith_1
@chuckwoolery
@aoc
@foxnews
@donnabrazile
@cnn
@marc_lotter

Top Mentioned in G5:
@kr156

Top Mentioned in G6:
@jeffreybuskey
@rtehrani
@andy_lucerne
@antgrasso
@ianljones98
@alvinfoo
@ianknowlson
@iainljbrown
@mvollmer1
@marc_smith

Top Mentioned in G7:
@davcuriel
@charliekirchoff
@jt_cr
@thekylestarks
@philjimeneznyc
@sinkevitch
@cagle_evan
@charlieadlard
@jenseguraz
@procreate

Top Mentioned in G8:
@agenttous
@fanix8888
@socrate2277
@avnersolal2
@marc___fournier
@ninasev332212
@danielpilotte
@patrickcsuper

Top Mentioned in G9:
@kingfavre
@mkebucks34
@mymixtapez
@big_business_
@karencivil
@living_lolo
@jaden
@neimannsmith

Top Mentioned in G10:
@marcbernardin
@thatkevinsmith
@svcantina
@darknatereturns

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@danielpilotte
@nosqldigest
@chidambara09
@eraser
@elblokeradio
@fuerza943fm
@business
@foxnews
@sharon_smith_1

Top Tweeters in G1:
@wonholytatts_x
@patchafan
@jjonhom
@pepperpery
@tooktik_zenith
@lotveb
@bjp_bento
@nicha_92
@bj_bas14
@m_bam1a

Top Tweeters in G2:
@sectest9
@nosqldigest
@chidambara09
@business
@muzaffar1969
@forbes
@justcoachit
@ipfconline1
@wef
@flipgrid

Top Tweeters in G3:
@elblokeradio
@fuerza943fm
@sharon_smith_1
@kq945
@motherjuniper
@lameta809
@radiotes1
@djnunradio
@radiolafusion
@wepafmspotlight

Top Tweeters in G4:
@foxnews
@dailycaller
@cnn
@yahoofinance
@pinkwvpink
@ksd371
@jackposobiec
@femmenatale89
@chuckwoolery
@donnabrazile

Top Tweeters in G5:
@ihearthabibtis
@bwoynemo
@yqxif
@king_khan531
@otahirkhan
@fabrahim20
@rimmelondon
@pratamaditya
@rivaldiarie
@faroukbabs

Top Tweeters in G6:
@emocionycambio
@akwyz
@rtehrani
@tamaramccleary
@janicebg
@mvollmer1
@2ndleprechaun
@drjdrooghaag
@alvinfoo
@iainljbrown

Top Tweeters in G7:
@robertliefeld
@thekylestarks
@philjimeneznyc
@procreate
@sinkevitch
@markerguru
@charliekirchoff
@patmillscomics
@charlieadlard
@juan_gedeon

Top Tweeters in G8:
@danielpilotte
@flocalinous
@ninasev332212
@fanix8888
@elisabeth92390
@avnersolal2
@mariett64686240
@marc___fournier
@hofetz_haim
@agenttous

Top Tweeters in G9:
@marc_gianni
@kingfavre
@marc_myword
@marc__1k
@karencivil
@big_business_
@living_lolo
@neimannsmith
@marc_235_
@mymixtapez

Top Tweeters in G10:
@marcbernardin
@conventionscene
@thatkevinsmith
@linusknight
@shannondenton
@darknatereturns
@scorpiusjones
@1159and59second
@dpniemi
@svcantina