marc_smith, Twitter, 9/6/2019 10:40:44 AM, 208970


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marc_smith_2019-09-06_01-05-28.xlsx
marc_smith_2019-09-06_01-05-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2LsYK6d
@topcybernews
@marc_smith
@alvinfoo
@thatkevinsmith
@chidambara09
@edtech_stories
@docassar
@enricomolinari
@realcolinmac
@ronald_vanloon

Top hashtags:
#ai
#automotiveindustry
#automotive
#selfdriving
#autonomousvehicles

Description:
Description
The graph represents a network of 1,081 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, 06 September 2019 at 08:05 UTC.

The requested start date was Thursday, 05 September 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, 22-hour, 27-minute period from Thursday, 22 August 2019 at 01:18 UTC to Wednesday, 04 September 2019 at 23:46 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 : 1081
Unique Edges : 1809
Edges With Duplicates : 646
Total Edges : 2455
Number of Edge Types : 3
Replies to : 164
Mentions : 2081
Tweet : 210
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0515916575192097
Reciprocated Edge Ratio : 0.0981210855949896
Connected Components : 205
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 1315
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.154298
Graph Density : 0.00164114160413883
Modularity : 0.656938
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] http://www.Fuerza943.com
[15] https://nodexlgraphgallery.org/Pages/Registration.aspx
[9] https://www.jamatlanta.com/
[6] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[5] http://imagine.enpc.fr/~shenx/Watermark/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207856
[4] http://www.ELBLOKERADIO.com
[3] https://twitter.com/el_branbran/status/1168669939965685761
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208080
[3] https://zeno.fm/sparkx-radio

Top URLs in Tweet in G1:
[15] https://nodexlgraphgallery.org/Pages/Registration.aspx
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207856
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208080
[2] http://asonam.cpsc.ucalgary.ca/2019/FinalProgram.php
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207654
[1] https://developer.cisco.com/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208346
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208342
[1] https://twitter.com/nodexl/status/1166148577468399619?s=12
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208064

Top URLs in Tweet in G2:
[1] https://www.linkedin.com/feed/update/urn:li:activity:6544809437037719552
[1] https://www.agasmauritius.com/
[1] https://foreignpolicy.com/2019/08/09/china-one-child-policy-nanfu-wang-film-sundance-one-child-nation-amazon-films/

Top URLs in Tweet in G3:
[19] http://www.Fuerza943.com
[9] https://www.jamatlanta.com/
[4] http://www.ELBLOKERADIO.com
[3] https://zeno.fm/sparkx-radio
[2] https://jazzlives.wordpress.com/2019/08/24/pappy-and-juniors-western-swing-all-stars-part-two-dave-pappy-stuckey-hal-junior-smith-elana-james-marc-caparone-jonathan-doyle-dan-walton-james-m/
[2] https://jazzlives.wordpress.com/2019/08/23/pappy-and-juniors-western-swing-all-stars-part-one-dave-pappy-stuckey-hal-junior-smith-elana-james-marc-caparone-jonathan-doyle-dan-walton-james-mason-rusty-blake-chris-wilkinson/
[2] https://Canal507.com
[2] https://zeno.fm/canal507
[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

Top URLs in Tweet in G4:
[1] https://www.montgomerycountymd.gov/HHS-Program/CYF/ECEPO/EarlyCareEducationPolicyOffice.html
[1] https://www.washingtonpost.com/opinions/marc-thiessen-obamas-weakness-emboldens-putin/2014/03/03/28def926-a2e2-11e3-84d4-e59b1709222c_story.html
[1] https://www.excelsior.com.mx/nacional/marina-armada-de-mexico-aseguro-importante-carga-de-fentanilo/1332243
[1] https://twitter.com/ABC7Kevin/status/1166380686065971200

Top URLs in Tweet in G5:
[2] https://courses.researchingsocialmedia.com/courses/social-media-digital-humanities-methods-approaches-for-social-scientists
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208064
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208278
[1] https://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/

Top URLs in Tweet in G8:
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-93-tickets-70082918897?aff=ebdssbeac
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-93-tickets-70082918897
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-917-tickets-70083087401
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-924-tickets-70083354199
[1] https://www.eventbrite.com/e/fatman-beyond-w-kevin-smith-marc-bernardin-at-scum-villainy-cantina-820-tickets-65886007823

Top URLs in Tweet in G9:
[1] https://twitter.com/MGrundel/status/1142856667442401283

Top Domains
Top Domains in Tweet in Entire Graph:
[30] nodexlgraphgallery.org
[30] twitter.com
[19] fuerza943.com
[9] jamatlanta.com
[8] youtube.com
[7] iheart.com
[6] facebook.com
[5] enpc.fr
[5] zeno.fm
[5] wordpress.com

Top Domains in Tweet in G1:
[28] nodexlgraphgallery.org
[2] ucalgary.ca
[1] cisco.com
[1] twitter.com

Top Domains in Tweet in G2:
[1] linkedin.com
[1] agasmauritius.com
[1] foreignpolicy.com

Top Domains in Tweet in G3:
[19] fuerza943.com
[13] twitter.com
[9] jamatlanta.com
[6] facebook.com
[5] wordpress.com
[5] zeno.fm
[4] elblokeradio.com
[3] spotify.com
[3] amazon.com
[2] youtube.com

Top Domains in Tweet in G4:
[1] montgomerycountymd.gov
[1] washingtonpost.com
[1] com.mx
[1] twitter.com

Top Domains in Tweet in G5:
[2] nodexlgraphgallery.org
[2] researchingsocialmedia.com
[1] pewinternet.org

Top Domains in Tweet in G8:
[5] eventbrite.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] ai
[35] automotiveindustry
[35] automotive
[35] selfdriving
[35] autonomousvehicles
[32] nowplaying
[31] fatmanbeyond
[19] dyk
[19] nodexl
[15] didyouknow



Top Hashtags in Tweet in G1:
[19] dyk
[19] nodexl
[15] didyouknow
[8] happyweekend
[8] sustainability
[8] nature
[6] bigdata
[5] ciscoimpact
[4] socialmedia
[4] ciscose

Top Hashtags in Tweet in G2:
[43] ai
[35] automotiveindustry
[35] automotive
[35] selfdriving
[35] autonomousvehicles
[8] artificialintelligence
[8] datascience
[3] happyweekend
[3] sustainability
[3] nature

Top Hashtags in Tweet in G3:
[31] nowplaying
[12] ahorasuena
[12] rumba107
[12] bachatas
[12] salsa
[12] merengues
[12] urbana
[12] estadosunidos
[12] promo
[4] elblokeradio

Top Hashtags in Tweet in G4:
[2] firstdayofschool
[2] illegalaliens
[2] nottinghillcarnival
[1] maryland
[1] nine2noon

Top Hashtags in Tweet in G5:
[2] tech
[2] datascience
[2] unojmc404
[2] apsa2019
[2] phdchat
[2] ecrchat
[2] socailmedia
[2] ssuchat
[1] journalisti
[1] polcomm

Top Hashtags in Tweet in G7:
[1] 3facts5scientists

Top Hashtags in Tweet in G8:
[30] fatmanbeyond
[2] mastersoftheuniverse
[2] heman

Top Words
Top Words in Tweet in Entire Graph:
[539] Words in Sentiment List#1: Positive
[307] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[16957] Non-categorized Words
[17803] Total Words
[344] smith
[250] marc
[100] nodexl
[94] anthony
[89] bad

Top Words in Tweet in G1:
[91] nodexl
[43] marc_smith
[20] hashtags
[19] chidambara09
[19] #dyk
[19] #nodexl
[19] enricomolinari
[18] topcybernews
[18] network
[16] now

Top Words in Tweet in G2:
[60] alvinfoo
[43] #ai
[37] companies
[36] brands
[36] car
[35] 14
[35] control
[35] combined
[35] 54
[35] #automotiveindustry

Top Words in Tweet in G3:
[128] smith
[126] marc
[83] anthony
[74] bad
[74] bunny
[73] rico
[61] está
[31] #nowplaying
[25] ft
[19] zbm

Top Words in Tweet in G4:
[17] county
[15] s
[14] realdonaldtrump
[11] obama
[10] president
[10] million
[9] t
[8] executive
[8] smith
[8] joe

Top Words in Tweet in G5:
[12] social
[7] nodexl
[7] online
[7] 30
[6] new
[6] marc_smith
[5] media
[5] introduction
[4] part
[4] course

Top Words in Tweet in G6:
[10] patriote_fier
[10] in_the_matrice
[10] mchristine55
[10] hofetz_haim
[10] danielpilotte
[9] agenttous
[9] marc__fournier
[9] patrickctop
[8] valentiniback
[5] fleur_

Top Words in Tweet in G7:
[4] natalieacwelden
[3] kiernansummer
[3] lilliepurser
[3] h_jparker
[3] sarahcaffry
[3] davidpe38
[3] bevbriley
[3] pipetteprincesa
[3] jnbrutman
[3] klmagoncology

Top Words in Tweet in G8:
[30] #fatmanbeyond
[25] marcbernardin
[25] new
[20] tonight
[16] svcantina
[16] batman
[14] thatkevinsmith
[13] darknatereturns
[13] september
[13] 2019

Top Words in Tweet in G9:
[2] kdhungerford
[2] jmcjohnston
[2] beyonderltd
[2] thehappylass
[2] ufitrust
[2] lindafabianisnp
[2] goutcherd
[2] jamiehepburn
[2] ianstuart66
[2] forward

Top Words in Tweet in G10:
[16] smith
[12] t
[7] bears
[7] packers
[6] year
[6] s
[5] preston
[5] one
[4] years
[4] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] marc,anthony
[83] bad,bunny
[69] está,rico
[68] smith,bad
[56] anthony,smith
[35] 14,car
[35] car,companies
[35] companies,control
[35] control,combined
[35] combined,54

Top Word Pairs in Tweet in G1:
[16] #nodexl,nodexl
[16] nodexl,nodexl
[15] #dyk,#didyouknow
[15] #didyouknow,now
[15] now,order
[15] order,beautiful
[15] beautiful,maps
[15] maps,#nodexl
[15] nodexl,network
[15] network,insights

Top Word Pairs in Tweet in G2:
[35] 14,car
[35] car,companies
[35] companies,control
[35] control,combined
[35] combined,54
[35] 54,brands
[35] brands,#automotiveindustry
[35] #automotiveindustry,#automotive
[35] #automotive,#selfdriving
[35] #selfdriving,#autonomousvehicles

Top Word Pairs in Tweet in G3:
[83] marc,anthony
[73] bad,bunny
[61] está,rico
[60] smith,bad
[47] anthony,smith
[26] bunny,está
[22] #nowplaying,está
[19] rico,zbm
[19] zbm,marc
[19] bunny,solo

Top Word Pairs in Tweet in G4:
[8] county,executive
[8] joe,biden
[6] bernie,sanders
[5] extension,enrichment
[5] enrichment,engagement
[5] engagement,emmanuel
[5] emmanuel,jean
[5] jean,phillipe
[5] phillipe,principal
[5] principal,arcola

Top Word Pairs in Tweet in G5:
[5] social,media
[4] new,online
[4] online,30
[4] 30,part
[4] part,course
[4] course,social
[4] media,digital
[4] digital,humanities
[4] humanities,methods
[4] methods,approaches

Top Word Pairs in Tweet in G6:
[10] patriote_fier,in_the_matrice
[10] in_the_matrice,mchristine55
[10] mchristine55,hofetz_haim
[9] marc__fournier,patriote_fier
[8] danielpilotte,valentiniback
[7] hofetz_haim,patrickctop
[6] patrickctop,danielpilotte
[5] agenttous,marc__fournier
[5] valentiniback,fleur_
[4] agenttous,danielpilotte

Top Word Pairs in Tweet in G7:
[3] kiernansummer,lilliepurser
[3] lilliepurser,h_jparker
[3] h_jparker,sarahcaffry
[3] sarahcaffry,davidpe38
[3] davidpe38,bevbriley
[3] bevbriley,pipetteprincesa
[3] pipetteprincesa,jnbrutman
[3] jnbrutman,klmagoncology
[3] klmagoncology,mazasp
[3] mazasp,evannahatqueen

Top Word Pairs in Tweet in G8:
[11] tonight,brand
[11] brand,new
[11] new,#fatmanbeyond
[11] #fatmanbeyond,marcbernardin
[11] marcbernardin,dish
[11] dish,secrets
[11] secrets,grayskull
[11] grayskull,new
[10] thatkevinsmith,tonight
[10] new,mastersofficia

Top Word Pairs in Tweet in G9:
[2] kdhungerford,jmcjohnston
[2] jmcjohnston,beyonderltd
[2] beyonderltd,thehappylass
[2] thehappylass,ufitrust
[2] ufitrust,lindafabianisnp
[2] lindafabianisnp,goutcherd
[2] goutcherd,jamiehepburn
[2] jamiehepburn,ianstuart66

Top Word Pairs in Tweet in G10:
[4] preston,smith
[4] don,t
[3] doesn,t
[3] adler_danny,ejayjones3
[3] ejayjones3,79illwill
[3] 79illwill,gil_brandt
[3] roquan,smith
[3] smith,boys
[2] 5,years
[2] za,darius

Top Replied-To
Top Replied-To in Entire Graph:
@alvinfoo
@nodexl
@marc_regal
@gamecockszn
@topcybernews
@whatever174
@gisby_marc
@marc_sneakers
@geishatorres
@silviakspiva

Top Replied-To in G1:
@nodexl
@topcybernews
@vivianfrancos
@docassar
@silviakspiva
@wil_bielert
@arobotti

Top Replied-To in G2:
@alvinfoo
@andreaspages
@wswmuc
@ronald_vanloon
@enricomolinari
@cyrilcoste

Top Replied-To in G4:
@realdonaldtrump
@dineshdsouza
@gop
@realjack

Top Replied-To in G5:
@sophiemaerowitz
@pippan15
@marc_smith
@chrisstrub
@infovisionsocio

Top Replied-To in G6:
@marc__fournier
@patriote_fier
@colasrudy

Top Replied-To in G7:
@margaridawieira
@sarahmarley86
@kiernansummer

Top Replied-To in G8:
@marcbernardin

Top Replied-To in G9:
@kdhungerford

Top Replied-To in G10:
@whatever174
@marc_sneakers
@bnazty_
@simplebutttrue
@adler_danny
@mcockenerberry
@zacharyst13
@packerforce
@amar3455

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@alvinfoo
@nodexl
@enricomolinari
@ronald_vanloon
@marcusborba
@marc_meyer
@mvollmer1
@marcbernardin
@cyrilcoste

Top Mentioned in G1:
@marc_smith
@nodexl
@chidambara09
@santchiweb
@mashable
@smr_foundation
@topcybernews
@enricomolinari
@docassar
@cisco

Top Mentioned in G2:
@alvinfoo
@marc_smith
@marcusborba
@marc_meyer
@cyrilcoste
@ronald_vanloon
@enricomolinari
@mvollmer1
@frronconi
@diioannid

Top Mentioned in G3:
@illinoisdcfs

Top Mentioned in G4:
@realdonaldtrump
@charliekirk11
@marc_lotter
@montgomerycomd
@marc_elrich
@willjawando
@mcps
@barackobama
@donnabrazile
@dineshdsouza

Top Mentioned in G5:
@nodexl
@marc_smith
@social_shakeup
@coxbusiness
@jasonkeath
@isocialfanz
@jwatson_wx
@unosml
@unomaha
@communo

Top Mentioned in G6:
@in_the_matrice
@mchristine55
@hofetz_haim
@danielpilotte
@agenttous
@patriote_fier
@patrickctop
@marc__fournier
@valentiniback
@fleur_

Top Mentioned in G7:
@lilliepurser
@h_jparker
@sarahcaffry
@davidpe38
@bevbriley
@pipetteprincesa
@jnbrutman
@klmagoncology
@mazasp
@evannahatqueen

Top Mentioned in G8:
@marcbernardin
@svcantina
@thatkevinsmith
@darknatereturns
@mastersofficial
@netflix
@brianhezza
@awesomemergency

Top Mentioned in G9:
@jmcjohnston
@beyonderltd
@thehappylass
@ufitrust
@lindafabianisnp
@goutcherd
@jamiehepburn
@ianstuart66
@sfm36
@gibsoni

Top Mentioned in G10:
@ejayjones3
@weshod
@aroundthenfl
@79illwill
@gil_brandt
@westleybill
@adler_danny
@k_smith2471
@aaronlemingnfl
@aarondgreig

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@danielpilotte
@dynamocooligan
@evankirstel
@chidambara09
@bloggedbyrain
@nhlsabresnews
@elblokeradio
@elisahk92
@msavaarmstrong

Top Tweeters in G1:
@chidambara09
@el_pais
@santchiweb
@mashable
@forbes
@academicchatter
@wef
@wil_bielert
@gamespot
@dme_health

Top Tweeters in G2:
@sectest9
@evankirstel
@grattonboy
@debraruh
@meghanmbiro
@kuriharan
@saeedbaygi
@spirosmargaris
@ene3112
@ricardo_ik_ahau

Top Tweeters in G3:
@elblokeradio
@fuerza943fm
@rumba107
@djpee521
@zayheath
@fmfrancoise
@radiolafusion
@wepafmspotlight
@jrfm_latin_beat
@newsflashn

Top Tweeters in G4:
@msavaarmstrong
@foxnews
@jar_smith
@cvpayne
@toddstarnes
@sm00_smith
@ryangirdusky
@donnabrazile
@kthopkins
@charliekirk11

Top Tweeters in G5:
@isocialfanz
@jeremyhl
@chrisstrub
@jasonkeath
@skylightbraille
@jwatson_wx
@ethanz
@audienseco
@coxbusiness
@unomaha

Top Tweeters in G6:
@danielpilotte
@elisahk92
@gg3428
@ertseled491
@sandrafellous_
@samarien79
@flocalinous
@cheyen_vendn_85
@valentiniback
@mchristine55

Top Tweeters in G7:
@sou_o_velez
@margaridawieira
@sunny__smith
@dralexford
@sarahcaffry
@sarahmarley86
@pipetteprincesa
@mazasp
@marine_conserve
@ims_marc

Top Tweeters in G8:
@dynamocooligan
@brokenbridgegxb
@realtarx9
@maccamcmanus
@fantasticmrmac
@brucerockac
@anthonybachman
@marcbernardin
@awesomemergency
@thatkevinsmith

Top Tweeters in G9:
@skype
@marksbabbitt
@rhappe
@edtech_stories
@kdhungerford
@ianstuart66
@hrheingold
@skypeclassroom
@iste
@claganach

Top Tweeters in G10:
@ejayjones3
@bigbear_bren10
@aaronlemingnfl
@aroundthenfl
@weshod
@amar3455
@buckshustle
@gil_brandt
@westleybill
@bnazty_