marc_smith, Twitter, 2/28/2020 6:07:59 PM, 222108


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marc_smith_2020-02-28_03-13-04.xlsx
marc_smith_2020-02-28_03-13-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 28, 2020
Short Description:
marc_smith via NodeXL http://bit.ly/2PvltkP
@disneyanimation
@disneyfrozen
@almanaquedisney
@alittlejelee
@lovestranglosex
@ingridlavinea
@marc_smith
@jeavril93
@darkness447
@wcyasanoyoyuu

Top hashtags:
#frozen2
#machinelearning
#nyr
#artificialintelligence
#ml

Description:
Description
The graph represents a network of 2,239 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, 28 February 2020 at 11:13 UTC.

The requested start date was Friday, 28 February 2020 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, 13-hour, 39-minute period from Friday, 14 February 2020 at 02:16 UTC to Thursday, 27 February 2020 at 15:56 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 : 2239
Unique Edges : 2586
Edges With Duplicates : 454
Total Edges : 3040
Number of Edge Types : 4
MentionsInRetweet : 1948
Mentions : 699
Replies to : 161
Tweet : 232
Self-Loops : 232
Reciprocated Vertex Pair Ratio : 0.0272943037974684
Reciprocated Edge Ratio : 0.0531382364266461
Connected Components : 240
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 1241
Maximum Edges in a Connected Component : 1314
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.049736
Graph Density : 0.000518272032747927
Modularity : 0.70928
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 2,239 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, 28 February 2020 at 11:13 UTC.

The requested start date was Friday, 28 February 2020 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, 13-hour, 39-minute period from Friday, 14 February 2020 at 02:16 UTC to Thursday, 27 February 2020 at 15:56 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".

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:
[29] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-310-tickets-96959940793
[12] https://twitter.com/DisneyAnimation/status/1230537800098779137
[11] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[8] https://www.jamatlanta.com/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221567
[4] https://www.spreaker.com/user/www.sparkxradio.com
[4] http://Wepa.Fm
[4] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT
[3] http://www.snatchradio.com/
[3] https://www.widworthybarton.co.uk/

Top URLs in Tweet in G1:
[1] http://movies.disney.com/frozen-2

Top URLs in Tweet in G2:
[1] http://movies.disney.com/frozen-2

Top URLs in Tweet in G3:
[11] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221567
[3] https://www.zdnet.com/article/2020s-are-the-decade-of-commercial-quantum-computing-says-ibm/
[2] https://twitter.com/seesuiteuga/status/1229438449490497537
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.markgrowth.com%2Fsocial-connections-come-in-all-shapes-1dc8e3bf89fb%3Fsource%3Dfriends_link%26sk%3D0735205d4b85ca3e8bb05b89ca54f517
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221867
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221893
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221259
[1] https://theconversation.com/tyson-fury-defeated-deontay-wilder-in-the-social-media-fight-as-well-as-in-the-ring-132548?utm_source=twitter&utm_medium=bylinetwitterbutton

Top URLs in Tweet in G4:
[8] https://www.jamatlanta.com/
[4] http://Wepa.Fm
[4] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT
[4] https://www.spreaker.com/user/www.sparkxradio.com
[3] http://www.nyiskinny.com/2020/02/the-skinny-vegas-1-isles-0.html
[3] http://www.snatchradio.com/
[2] https://www.youtube.com/watch?v=c6iwSr90sUM&feature=share

[2] https://topmusic-radio.com/
[2] http://acrossthefader.com/radio/
[1] https://twitter.com/guideguardian/status/1228274413751209984

Top URLs in Tweet in G5:
[12] https://twitter.com/DisneyAnimation/status/1230537800098779137

Top URLs in Tweet in G7:
[1] https://www.lohud.com/story/sports/nhl/rangers/2020/02/25/ny-rangers-takeaways-alexandar-georgiev-steps-beat-islanders/4864011002/
[1] https://nypost.com/2020/02/14/david-quinn-rangers-missed-flu-ridden-marc-staal/?utm_campaign=iosapp&utm_source=twitter_app
[1] https://twitter.com/NYCTheMiC/status/1231075699412344832

Top URLs in Tweet in G9:
[29] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-310-tickets-96959940793
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-917-tickets-70083087401?aff=ebdssbdestsearch

Top URLs in Tweet in G10:
[2] https://twitter.com/marc_smith_01/status/1229092481163235330
[1] https://twitter.com/nobleshockey/status/1229129409480790021
[1] https://twitter.com/capecodwhalers/status/1229109365396905988
[1] http://capecodwhalers.com/news.php?news_id=1868619
[1] http://capecodwhalers.com/news.php?news_id=1865683

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[31] eventbrite.com
[14] nodexlgraphgallery.org
[11] theguardian.com
[10] amazon.com
[9] youtube.com
[8] jamatlanta.com
[5] co.uk
[4] spreaker.com
[4] wepa.fm

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

Top Domains in Tweet in G2:
[1] disney.com

Top Domains in Tweet in G3:
[14] nodexlgraphgallery.org
[11] theguardian.com
[5] twitter.com
[3] zdnet.com
[2] youtube.com
[2] medium.com
[1] theconversation.com
[1] eventbrite.com
[1] substack.com
[1] psu.edu

Top Domains in Tweet in G4:
[12] twitter.com
[10] amazon.com
[8] jamatlanta.com
[4] dailymgp.com
[4] wepa.fm
[4] spreaker.com
[3] nyiskinny.com
[3] youtube.com
[3] lematin.ch
[3] snatchradio.com

Top Domains in Tweet in G5:
[12] twitter.com

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

Top Domains in Tweet in G9:
[30] eventbrite.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] capecodwhalers.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1203] frozen2
[46] machinelearning
[40] nyr
[30] artificialintelligence
[30] ml
[26] datascience
[26] iot
[24] megatrends
[23] technology
[22] quantumcomputing



Top Hashtags in Tweet in G1:
[734] frozen2

Top Hashtags in Tweet in G2:
[442] frozen2

Top Hashtags in Tweet in G3:
[46] machinelearning
[30] artificialintelligence
[30] ml
[26] datascience
[25] iot
[24] megatrends
[23] technology
[22] quantumcomputing
[22] ibm
[22] ciso

Top Hashtags in Tweet in G4:
[16] nowplaying
[4] nhl
[4] reggaeton
[4] urbanmusic
[4] latinmusic
[4] bradley_smith
[4] lamega105
[3] vgk
[3] isles
[3] theskinny

Top Hashtags in Tweet in G5:
[25] frozen2

Top Hashtags in Tweet in G6:
[2] frozen2

Top Hashtags in Tweet in G7:
[35] nyr
[1] nyrvscbj

Top Hashtags in Tweet in G8:
[1] cmonaussie

Top Hashtags in Tweet in G9:
[2] fatmanbeyond

Top Hashtags in Tweet in G10:
[9] nobleshockey
[1] rollcards
[1] rollwhale
[1] possiblylacrossealso
[1] mcproud
[1] massproud
[1] rollstorm

Top Words
Top Words in Tweet in Entire Graph:
[594] Words in Sentiment List#1: Positive
[1639] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[46267] Non-categorized Words
[48500] Total Words
[1257] elsa
[1211] watch
[1205] final
[1204] dark
[1204] storyboard

Top Words in Tweet in G1:
[734] disneyanimation
[734] watch
[734] elsa
[734] journey
[734] dark
[734] sea
[734] evolve
[734] storyboard
[734] final
[734] frame

Top Words in Tweet in G2:
[442] watch
[442] elsa
[442] journey
[442] dark
[442] sea
[442] evolve
[442] storyboard
[442] final
[442] frame
[442] #frozen2

Top Words in Tweet in G3:
[49] marc_smith
[46] ronald_vanloon
[46] #machinelearning
[42] nodexl
[31] enricomolinari
[30] #artificialintelligence
[30] #ml
[26] #datascience
[25] #iot
[24] #megatrends

Top Words in Tweet in G4:
[141] smith
[137] marc
[47] bad
[46] bunny
[46] anthony
[44] rico
[16] #nowplaying
[13] video
[13] reilly
[12] staal

Top Words in Tweet in G5:
[56] absolutely
[56] incredible
[56] marc
[56] smith
[55] alittlejelee
[25] watch
[25] elsa
[25] journey
[25] dark
[25] sea

Top Words in Tweet in G6:
[56] elsa
[54] veja
[54] evolução
[54] cena
[54] frozen
[54] ii
[54] onde
[54] enfrenta
[54] mar
[54] sombrio

Top Words in Tweet in G7:
[60] staal
[57] marc
[47] smith
[35] #nyr
[30] kreider
[29] tony
[26] strome
[25] brendan
[18] trade
[18] 5th

Top Words in Tweet in G8:
[79] open
[39] australian
[39] far
[39] smith
[39] lucas
[39] herbert
[38] wins
[38] 2020
[38] wade
[38] ormsby

Top Words in Tweet in G9:
[87] back
[32] marcbernardin
[29] guess
[29] again
[29] fatman
[29] tell
[29] friend
[3] show
[3] marc
[3] smith

Top Words in Tweet in G10:
[33] marc
[26] smith
[23] commitment
[23] wesleyan
[23] nobleshockey
[21] marc_smith_01
[15] congratulations
[14] thank
[14] smitty
[14] two

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1203] watch,elsa
[1203] elsa,journey
[1203] journey,dark
[1203] dark,sea
[1203] sea,evolve
[1203] evolve,storyboard
[1203] storyboard,final
[1203] final,frame
[1203] frame,#frozen2
[1203] #frozen2,digital

Top Word Pairs in Tweet in G1:
[734] watch,elsa
[734] elsa,journey
[734] journey,dark
[734] dark,sea
[734] sea,evolve
[734] evolve,storyboard
[734] storyboard,final
[734] final,frame
[734] frame,#frozen2
[734] #frozen2,digital

Top Word Pairs in Tweet in G2:
[442] watch,elsa
[442] elsa,journey
[442] journey,dark
[442] dark,sea
[442] sea,evolve
[442] evolve,storyboard
[442] storyboard,final
[442] final,frame
[442] frame,#frozen2
[442] #frozen2,digital

Top Word Pairs in Tweet in G3:
[29] #machinelearning,#artificialintelligence
[29] #artificialintelligence,#ml
[22] #quantumcomputing,#technology
[22] #technology,#megatrends
[22] #megatrends,#ibm
[22] #ibm,#ciso
[22] #ciso,#security
[22] #security,2020s
[22] 2020s,decade
[22] decade,commercial

Top Word Pairs in Tweet in G4:
[46] bad,bunny
[46] marc,anthony
[31] anthony,smith
[30] smith,bad
[14] bunny,rico
[13] smith,marc
[13] reilly,smith
[12] marc,staal
[11] brendan,smith
[11] marc,andre

Top Word Pairs in Tweet in G5:
[56] absolutely,incredible
[56] incredible,marc
[56] marc,smith
[55] alittlejelee,absolutely
[25] watch,elsa
[25] elsa,journey
[25] journey,dark
[25] dark,sea
[25] sea,evolve
[25] evolve,storyboard

Top Word Pairs in Tweet in G6:
[54] veja,evolução
[54] evolução,cena
[54] cena,frozen
[54] frozen,ii
[54] ii,onde
[54] onde,elsa
[54] elsa,enfrenta
[54] enfrenta,mar
[54] mar,sombrio
[54] sombrio,seu

Top Word Pairs in Tweet in G7:
[55] marc,staal
[25] brendan,smith
[17] here's,#nyr
[17] #nyr,keeps
[17] keeps,kreider
[17] kreider,tony
[17] tony,strome
[17] strome,trade
[17] trade,smith
[17] smith,5th

Top Word Pairs in Tweet in G8:
[39] lucas,herbert
[38] australian,wins
[38] wins,far
[38] far,2020
[38] 2020,wade
[38] wade,ormsby
[38] ormsby,hong
[38] hong,kong
[38] kong,open
[38] open,cam

Top Word Pairs in Tweet in G9:
[29] guess,back
[29] back,back
[29] back,again
[29] again,fatman
[29] fatman,back
[29] back,tell
[29] tell,friend
[28] marcbernardin,guess
[2] hey,friends
[2] friends,next

Top Word Pairs in Tweet in G10:
[26] marc,smith
[18] commitment,wesleyan
[12] smitty,highlights
[12] highlights,honor
[12] honor,commitment
[12] wesleyan,marc
[12] smith,backbone
[12] backbone,team
[12] team,two
[11] nobleshockey,smitty

Top Replied-To
Top Replied-To in Entire Graph:
@marc_smith_01
@marc_smith
@swinxy
@edtech_stories
@haroldsinnott
@johnjohnston
@gisby_marc
@eric__smith
@marbell28
@ronald_vanloon

Top Replied-To in G1:
@disneyanimation

Top Replied-To in G3:
@haroldsinnott
@unosml
@marc_smith
@ronald_vanloon
@thomas_harrer
@nodexl
@jnkka
@topcybernews
@chidambara09
@vivianfrancos

Top Replied-To in G7:
@callyjr1

Top Replied-To in G9:
@curiouspenguin
@rhinosaur
@marcbernardin

Top Replied-To in G10:
@marc_smith_01
@sportshhs
@nestormhockey
@njanfaza18
@benefitguy
@roscoe_m
@capecodwhalers
@cady_donna
@fiannessa
@masscrease

Top Mentioned
Top Mentioned in Entire Graph:
@disneyanimation
@disneyfrozen
@marc_smith
@alittlejelee
@almanaquedisney
@ronald_vanloon
@luke_elvy
@marcbernardin
@nodexl

Top Mentioned in G1:
@disneyanimation

Top Mentioned in G2:
@disneyfrozen
@disneyanimation
@movies_anywhere

Top Mentioned in G3:
@marc_smith
@ronald_vanloon
@nodexl
@businessinsider
@cambridge_uni
@enricomolinari
@mvollmer1
@mikequindazzi
@chidambara09
@philipcball

Top Mentioned in G4:
@glams_radio
@illinoisdcfs

Top Mentioned in G5:
@alittlejelee
@disneyanimation
@disneyfrozen

Top Mentioned in G6:
@almanaquedisney
@disneyfrozen

Top Mentioned in G7:
@vzmercogliano
@donnyonthehorn
@brettcyrgalis
@otghockey
@jcalabrese1
@nyrangerfanclub
@webleedbluenyc
@gardenfaithful
@barnled02
@nyp_brooksie

Top Mentioned in G8:
@luke_elvy
@pgatour
@europeantour
@asiantourgolf
@adamscott

Top Mentioned in G9:
@marcbernardin
@thatkevinsmith
@svcantina
@therickbaker
@criticalrole
@titmouseinc
@primevideo
@chinesetheatres

Top Mentioned in G10:
@nobleshockey
@nzprephockey
@marc_smith_01
@hockeycommits
@nehockeyjournal
@capecodwhalers
@ehfselectsusphl
@caleb_hammett
@danhickling

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dynamocooligan
@hessasangels
@gamergeeknews
@chidambara09
@evankirstel
@businessinsider
@guardian
@nerds4lifee
@kimushun199839

Top Tweeters in G1:
@hessasangels
@kimushun199839
@g4merbyun
@usachanizm
@itspursszn
@saintsghost
@kwangkundesu
@irasynovolveras
@k8_wasg
@incredible_meg

Top Tweeters in G2:
@nerds4lifee
@chinx_z
@snb_qk
@austinlouis5
@nirakhunbear
@isilme_silpion
@zaliyana
@pearl9s_gene
@iamkarenpang
@darkambience

Top Tweeters in G3:
@sectest9
@gamergeeknews
@chidambara09
@evankirstel
@businessinsider
@guardian
@calcaware
@femtech_
@trippbraden
@andrewmorrisuk

Top Tweeters in G4:
@glams_radio
@news_suisse
@snatchradiouk
@yfw_directory
@shaun_xl5
@8newsnow
@wsvn
@escuchamosfm
@ticinonline
@driver_bd_bot

Top Tweeters in G5:
@jeavril93
@marvolochaw
@utena11221
@amaanibee
@badlands75
@elsashoneymaren
@dlthings
@imdcathsmeow
@coolanya84
@fangirlingjess

Top Tweeters in G6:
@miastylex
@ingradias
@mjdelfino
@swiftpixar
@agbareilles
@sergiof_
@disneyeffect
@_pabinha
@firstrouble
@midgxrdian

Top Tweeters in G7:
@nycthemic
@brassnevich1989
@avery16fan
@neilyc123
@nypostsports
@dailyfaceoff
@not_trouba
@jcalabrese1
@vzmercogliano
@madissson__

Top Tweeters in G8:
@drahero39
@corinnasladey
@pgatour
@golfsportint55
@europeantour
@josephryan79
@asiantourgolf
@tourmiss
@duncanfine
@luke_elvy

Top Tweeters in G9:
@dynamocooligan
@simon_lindsell
@brazil201
@brucerockac
@marcbernardin
@dvdmike
@primevideo
@ohgodscrewthis
@rhinosaur
@nickindallas

Top Tweeters in G10:
@danhickling
@roscoe_m
@sportshhs
@noblesathletics
@nzprephockey
@nehockeyjournal
@eileen33c
@team_steak
@nescacicehockey
@hockeycommits


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