marc_smith, Twitter, 2/21/2020 4:58:28 PM, 221709


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marc_smith_2020-02-21_03-13-04.xlsx
marc_smith_2020-02-21_03-13-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2020
Short Description:
marc_smith via NodeXL http://bit.ly/2VduWRE
@marc_smith
@wrix2
@edtech_stories
@alvinfoo
@enricomolinari
@eatonkrone
@tartanrosepost
@ronald_vanloon
@chidambara09
@wiprodigital

Top hashtags:
#iot
#ai
#happyweekend
#nyr
#machinelearning
#megatrends
#marketing

Description:
Description
The graph represents a network of 1,072 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, 21 February 2020 at 11:13 UTC.

The requested start date was Friday, 21 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, 14-hour, 19-minute period from Friday, 07 February 2020 at 01:34 UTC to Thursday, 20 February 2020 at 15:53 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 : 1072
Unique Edges : 1387
Edges With Duplicates : 671
Total Edges : 2058
Number of Edge Types : 4
Tweet : 202
MentionsInRetweet : 752
Replies to : 151
Mentions : 953
Self-Loops : 202
Reciprocated Vertex Pair Ratio : 0.0477863668306395
Reciprocated Edge Ratio : 0.0912139503688799
Connected Components : 221
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 383
Maximum Edges in a Connected Component : 1143
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.364262
Graph Density : 0.00129865378987416
Modularity : 0.646735
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,072 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, 21 February 2020 at 11:13 UTC.

The requested start date was Friday, 21 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, 14-hour, 19-minute period from Friday, 07 February 2020 at 01:34 UTC to Thursday, 20 February 2020 at 15:53 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:
[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://www.beaconjournal.com/sports/20200211/coach-marc-smith-has-north-basketball-program-on-upswing
[4] https://www.jamatlanta.com/
[3] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[3] https://www.spreaker.com/user/www.sparkxradio.com
[3] https://www.zdnet.com/article/2020s-are-the-decade-of-commercial-quantum-computing-says-ibm/
[3] http://www.nyiskinny.com/2020/02/the-skinny-vegas-1-isles-0.html
[3] https://www.youtube.com/watch?v=2rzxAyY7D7k&app=desktop

[3] https://mobile.twitter.com/Sfm36/status/1223743477521043456
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221567

Top URLs in Tweet in G1:
[3] https://www.youtube.com/watch?v=2rzxAyY7D7k&app=desktop

[3] https://mobile.twitter.com/Sfm36/status/1223743477521043456
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221567
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220925
[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://twitter.com/i/web/status/1230332025099276289
[1] https://twitter.com/seesuiteuga/status/1229438449490497537
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220897
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221259

Top URLs in Tweet in G2:
[4] https://www.jamatlanta.com/
[3] http://www.nyiskinny.com/2020/02/the-skinny-vegas-1-isles-0.html
[3] https://www.spreaker.com/user/www.sparkxradio.com
[2] http://acrossthefader.com/radio/
[2] https://parentsecurityonline.com/schoolshooting-coach-marc-smith-has-north-basketball-program-on-the-upswing-sports-akron-beacon-journal/
[2] https://www.youtube.com/watch?v=c6iwSr90sUM&feature=share

[2] http://Wepa.Fm
[2] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT
[1] http://cashboxcanada.ca/features-music/btw-john-borra-honey-harper-nature-marc-bolan-tiny-fighter-union-duke-two-car-train
[1] http://www.snatchradio.com/

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
[3] https://www.zdnet.com/article/2020s-are-the-decade-of-commercial-quantum-computing-says-ibm/
[1] https://nodexlgraphgallery.org/Pages/Registration.aspx
[1] https://www.youtube.com/channel/UCkQh9qGxuFE-mtcwf1ioXOQ
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217416
[1] http://r.socialstudio.radian6.com/487e6bc7-1c00-4e23-8a40-d9d32c18f693

Top URLs in Tweet in G6:
[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 URLs in Tweet in G9:
[1] https://nypost.com/2020/02/08/inside-donald-trumps-aggressive-outreach-to-black-voters/

Top URLs in Tweet in G10:
[1] https://nypost.com/2020/02/14/david-quinn-rangers-missed-flu-ridden-marc-staal/?utm_campaign=iosapp&utm_source=twitter_app

Top Domains
Top Domains in Tweet in Entire Graph:
[39] twitter.com
[15] youtube.com
[13] theguardian.com
[8] co.uk
[8] nodexlgraphgallery.org
[7] beaconjournal.com
[4] jamatlanta.com
[3] spreaker.com
[3] zdnet.com
[3] nyiskinny.com

Top Domains in Tweet in G1:
[10] twitter.com
[6] nodexlgraphgallery.org
[4] youtube.com
[2] medium.com
[2] johnjohnston.info
[1] pewresearch.org
[1] psu.edu
[1] vivianfrancos.com
[1] snip.ly
[1] mdpi.com

Top Domains in Tweet in G2:
[17] twitter.com
[5] co.uk
[4] youtube.com
[4] jamatlanta.com
[3] nyiskinny.com
[3] spreaker.com
[2] acrossthefader.com
[2] etonline.com
[2] parentsecurityonline.com
[2] af-chicago.org

Top Domains in Tweet in G3:
[11] theguardian.com
[3] zdnet.com
[2] nodexlgraphgallery.org
[1] youtube.com
[1] radian6.com

Top Domains in Tweet in G6:
[4] twitter.com
[2] capecodwhalers.com

Top Domains in Tweet in G9:
[1] nypost.com

Top Domains in Tweet in G10:
[1] nypost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] iot
[34] ai
[30] happyweekend
[30] nyr
[25] machinelearning
[23] megatrends
[21] marketing
[21] quantumcomputing
[21] technology
[21] ibm



Top Hashtags in Tweet in G1:
[4] iaday
[4] ai
[4] communication
[3] nodexl
[3] tobaccocontrol
[2] intelligentautomation
[2] rpa
[2] automation
[2] aainfluencer
[2] iiot

Top Hashtags in Tweet in G2:
[10] nowplaying
[4] nhl
[4] reggaeton
[4] urbanmusic
[4] latinmusic
[3] schoolshooting
[3] vgk
[3] isles
[3] theskinny
[3] nhlstats

Top Hashtags in Tweet in G3:
[23] megatrends
[21] quantumcomputing
[21] technology
[21] ibm
[21] ciso
[21] security
[16] iot
[15] ai
[12] datascience
[11] smartcities360

Top Hashtags in Tweet in G5:
[22] happyweekend
[16] machinelearning
[2] googlemaps

Top Hashtags in Tweet in G6:
[8] nobleshockey
[1] rollcards
[1] rollwhale
[1] possiblylacrossealso
[1] mcproud
[1] massproud
[1] rollstorm

Top Hashtags in Tweet in G7:
[1] cmonaussie

Top Hashtags in Tweet in G8:
[31] iot
[17] marketing
[15] 3dprinted
[15] ai
[15] fintech
[13] climatechange
[4] digital
[4] innovation
[4] data
[1] proptech

Top Hashtags in Tweet in G9:
[2] demdebate
[1] foxfriendsfirst
[1] wwg1wga

Top Hashtags in Tweet in G10:
[30] nyr
[1] nyrvscbj
[1] playlikeanewyorker

Top Words
Top Words in Tweet in Entire Graph:
[613] Words in Sentiment List#1: Positive
[257] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[17508] Non-categorized Words
[18379] Total Words
[431] smith
[359] marc
[86] open
[70] marc_smith
[65] staal

Top Words in Tweet in G1:
[35] marc_smith
[23] nodexl
[11] twitter
[10] claganach
[9] social
[9] dgilmour
[9] zeemaps
[8] top
[8] mrsmathswizard
[8] edtechstories

Top Words in Tweet in G2:
[129] smith
[116] marc
[34] anthony
[33] bad
[32] bunny
[31] rico
[14] scott
[13] leishman
[12] adam
[10] #nowplaying

Top Words in Tweet in G3:
[24] ronald_vanloon
[23] #megatrends
[21] mvollmer1
[21] #quantumcomputing
[21] #technology
[21] #ibm
[21] #ciso
[21] #security
[21] 2020s
[21] decade

Top Words in Tweet in G4:
[2] authormbdavis
[2] joanne_paulson
[2] wordsmith66
[2] sarahdresser70
[2] bratzchloebaby
[2] lilylawson22
[2] tracyjh8
[2] awesomerex_
[2] phandi
[2] wrix2

Top Words in Tweet in G5:
[22] #happyweekend
[22] alvinfoo
[17] 1896
[16] artist
[16] using
[16] #machinelearning
[16] upscale
[16] vintage
[16] video
[16] 4k

Top Words in Tweet in G6:
[41] marc
[34] smith
[30] nobleshockey
[23] wesleyan
[21] commitment
[21] marc_smith_01
[17] two
[14] congratulations
[14] smitty
[13] thank

Top Words in Tweet in G7:
[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 G8:
[58] enricomolinari
[31] ty
[31] #iot
[17] businessinsider
[17] #marketing
[16] boat
[16] need
[16] dock
[16] crawl
[16] land

Top Words in Tweet in G9:
[11] marc_lotter
[10] realdonaldtrump
[7] timmurtaugh
[7] parscale
[6] teamtrump
[6] trumpwarroom
[6] kayleighmcenany
[4] people
[4] vote
[4] follow

Top Words in Tweet in G10:
[47] staal
[45] marc
[32] smith
[30] #nyr
[27] brendan
[24] defense
[22] vzmercogliano
[17] kreider
[17] buchnevich
[16] panarin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] marc,smith
[61] marc,staal
[47] marc,anthony
[46] lucas,herbert
[44] cam,smith
[42] brendan,smith
[42] wade,ormsby
[40] bad,bunny
[40] open,cam
[38] australian,wins

Top Word Pairs in Tweet in G1:
[8] marc_smith,zeemaps
[7] dgilmour,mrsmathswizard
[6] unomaha,communo
[6] claganach,dgilmour
[6] mrsmathswizard,marc_smith
[5] automationanywh,kirkdborne
[5] kirkdborne,adamsconsulting
[5] adamsconsulting,irmaraste
[5] irmaraste,jowyang
[5] top,hashtags

Top Word Pairs in Tweet in G2:
[33] marc,anthony
[32] bad,bunny
[24] anthony,smith
[22] smith,bad
[13] marc,leishman
[12] smith,marc
[12] bunny,rico
[12] marc,smith
[11] adam,scott
[10] cameron,smith

Top Word Pairs in Tweet in G3:
[21] #quantumcomputing,#technology
[21] #technology,#megatrends
[21] #megatrends,#ibm
[21] #ibm,#ciso
[21] #ciso,#security
[21] #security,2020s
[21] 2020s,decade
[21] decade,commercial
[21] commercial,quantum
[21] quantum,computing

Top Word Pairs in Tweet in G4:
[2] authormbdavis,joanne_paulson
[2] joanne_paulson,wordsmith66
[2] wordsmith66,sarahdresser70
[2] sarahdresser70,bratzchloebaby
[2] bratzchloebaby,lilylawson22
[2] lilylawson22,tracyjh8
[2] tracyjh8,awesomerex_
[2] awesomerex_,phandi
[2] phandi,wrix2
[2] wrix2,impulsivecookie

Top Word Pairs in Tweet in G5:
[16] artist,using
[16] using,#machinelearning
[16] #machinelearning,upscale
[16] upscale,vintage
[16] vintage,video
[16] video,1896
[16] 1896,4k
[16] 4k,60fps
[16] 60fps,output
[16] output,amazing

Top Word Pairs in Tweet in G6:
[34] 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 Word Pairs in Tweet in G7:
[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 G8:
[16] boat,need
[16] need,dock
[16] dock,crawl
[16] crawl,land
[16] land,ty
[16] ty,businessinsider
[15] enricomolinari,boat
[15] #3dprinted,house
[15] house,took
[15] took,48

Top Word Pairs in Tweet in G9:
[7] timmurtaugh,marc_lotter
[6] realdonaldtrump,teamtrump
[6] teamtrump,trumpwarroom
[6] trumpwarroom,parscale
[6] parscale,kayleighmcenany
[6] kayleighmcenany,timmurtaugh
[3] danscavino,realdonaldtrump
[2] make,sure
[2] sure,tune
[2] tune,tomorrow

Top Word Pairs in Tweet in G10:
[44] marc,staal
[27] brendan,smith
[15] staal,taking
[15] kreider,zibanejad
[15] zibanejad,buchnevich
[15] buchnevich,panarin
[15] panarin,strome
[14] rushes,#nyr
[14] #nyr,warmups
[13] brettcyrgalis,marc

Top Replied-To
Top Replied-To in Entire Graph:
@marc_smith_01
@haroldsinnott
@edtech_stories
@edtechstories
@johnjohnston
@cvcaathletics
@gisby_marc
@thefulltoss
@marc_smith
@roscoe_m

Top Replied-To in G1:
@edtech_stories
@johnjohnston
@edtechstories
@unosml
@nodexl
@tilarmaz
@hlib2lux
@marc_smith
@vivianfrancos
@carol_stephen

Top Replied-To in G3:
@haroldsinnott
@thomas_harrer
@chidambara09
@marc_smith
@guzmand
@ronald_vanloon

Top Replied-To in G4:
@authormbdavis

Top Replied-To in G5:
@alvinfoo

Top Replied-To in G6:
@marc_smith_01
@roscoe_m
@seano29
@nestormhockey
@njanfaza18
@benefitguy
@capecodwhalers
@cady_donna
@fiannessa
@masscrease

Top Replied-To in G8:
@enricomolinari

Top Replied-To in G9:
@realdonaldtrump
@timmurtaugh
@rmconservative
@danscavino

Top Replied-To in G10:
@callyjr1

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@luke_elvy
@enricomolinari
@nobleshockey
@nodexl
@alvinfoo
@ronald_vanloon
@mvoll
@mvollmer1
@vzmercogliano

Top Mentioned in G1:
@marc_smith
@nodexl
@claganach
@dgilmour
@zeemaps
@mrsmathswizard
@unomaha
@communo
@automationanywh
@kirkdborne

Top Mentioned in G2:
@illinoisdcfs

Top Mentioned in G3:
@ronald_vanloon
@mvollmer1
@nodexl
@mikequindazzi
@wef
@marc_smith
@hubofml
@marciasgreen
@andrewmorrisuk
@chidambara09

Top Mentioned in G4:
@joanne_paulson
@wordsmith66
@sarahdresser70
@bratzchloebaby
@lilylawson22
@tracyjh8
@awesomerex_
@phandi
@wrix2
@impulsivecookie

Top Mentioned in G5:
@alvinfoo
@mvoll
@marcusborba
@marc_smith
@ianknowlson
@iainljbrown
@ianljones98
@marc_
@marc_meyer
@andreaspages

Top Mentioned in G6:
@nobleshockey
@nzprephockey
@marc_smith_01
@hockeycommits
@nehockeyjournal
@ehfselectsusphl
@capecodwhalers
@danhickling
@noblesbvl

Top Mentioned in G7:
@luke_elvy
@pgatour
@europeantour
@asiantourgolf
@adamscott

Top Mentioned in G8:
@enricomolinari
@businessinsider
@mashable
@wrix2
@c4trends
@globaliqx
@treeschannels
@orangeman7
@hudson_chatbots
@tomhall

Top Mentioned in G9:
@marc_lotter
@parscale
@realdonaldtrump
@teamtrump
@trumpwarroom
@kayleighmcenany
@timmurtaugh
@potus
@danscavino
@mercedesschlapp

Top Mentioned in G10:
@vzmercogliano
@brettcyrgalis
@barnled02
@nyp_brooksie
@nypostsports
@contribute_ee

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@evankirstel
@cybersec_feeds
@businessinsider
@guardian
@rolandsmartin
@calcaware
@femtech_
@mashable

Top Tweeters in G1:
@evankirstel
@cybersec_feeds
@calcaware
@femtech_
@trippbraden
@jacobussystems
@adamsconsulting
@jeremyhl
@carol_stephen
@wil_bielert

Top Tweeters in G2:
@snatchradiouk
@djpee521
@deletedbymps
@shaun_xl5
@escuchamosfm
@jrfm_latin_beat
@wepafmspotlight
@chavalier24
@vogue_virgo
@record_sport

Top Tweeters in G3:
@sectest9
@chidambara09
@guardian
@andrewmorrisuk
@zdnet
@enrirosasdiaz
@marciasgreen
@newsneus
@jblefevre60
@wef

Top Tweeters in G4:
@alleycat579
@vernsanders
@amina_leeds
@dbcarterauthor
@johnldeboer
@joanne_paulson
@carlyspade
@authormbdavis
@cgrcevichauthor
@honeycakebooks

Top Tweeters in G5:
@saeedbaygi
@thecuriousluke
@rtehrani
@mclynd
@cybersecboardrm
@nancymurden
@avrohomg
@ianknowlson
@gdprai
@chboursin

Top Tweeters in G6:
@danhickling
@roscoe_m
@noblesathletics
@nzprephockey
@nehockeyjournal
@eileen33c
@team_steak
@nescacicehockey
@hockeycommits
@kevinkavanagh

Top Tweeters in G7:
@drahero39
@corinnasladey
@pgatour
@golfsportint55
@europeantour
@josephryan79
@asiantourgolf
@tourmiss
@duncanfine
@luke_elvy

Top Tweeters in G8:
@businessinsider
@mashable
@entwistletx
@meghanmbiro
@2601manish
@vivekghosal
@wrix2
@serpil_ozguven
@ftbxubp5mxq4lt4
@gb07011950

Top Tweeters in G9:
@boston25
@rockprincess818
@jar_smith
@donnawr8
@cptcookswife
@codeofvets
@foxandfriends
@rmconservative
@sm00_smith
@bigricanman

Top Tweeters in G10:
@nycthemic
@brassnevich1989
@avery16fan
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