marc_smith, Twitter, 11/22/2019 10:03:23 AM, 217002


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marc_smith_2019-11-22_01-38-36.xlsx
marc_smith_2019-11-22_01-38-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2s5A25T
@marc_smith
@edtech_stories
@enricomolinari
@vivianfrancos
@nodexl
@chidambara09
@alvinfoo
@uklabour
@mihkal
@mjoehlerich

Top hashtags:
#nodexl
#socialmedia
#ai
#ehealth
#medtech
#nowplaying
#marketing
#bigdata
#masconf

Description:
Description
The graph represents a network of 1,098 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, 22 November 2019 at 09:38 UTC.

The requested start date was Friday, 22 November 2019 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, 16-hour, 11-minute period from Friday, 08 November 2019 at 01:12 UTC to Thursday, 21 November 2019 at 17:23 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 : 1098
Unique Edges : 1563
Edges With Duplicates : 1713
Total Edges : 3276
Number of Edge Types : 3
Mentions : 2901
Replies to : 144
Tweet : 231
Self-Loops : 231
Reciprocated Vertex Pair Ratio : 0.0538418395961862
Reciprocated Edge Ratio : 0.102182011708356
Connected Components : 234
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 2155
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.835149
Graph Density : 0.00155997562486198
Modularity : 0.49093
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,098 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, 22 November 2019 at 09:38 UTC.

The requested start date was Friday, 22 November 2019 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, 16-hour, 11-minute period from Friday, 08 November 2019 at 01:12 UTC to Thursday, 21 November 2019 at 17:23 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214234
[17] https://www.hiig.de/events/lunch-talk-marc-smith/
[15] http://www.Fuerza943.com
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178487
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216205
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216513
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216514
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215720
[5] https://www.jamatlanta.com/
[4] https://eventbrite.fr/e/billets-its-time-think-link-with-nodexl-77801764171

Top URLs in Tweet in G1:
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214234
[16] https://www.hiig.de/events/lunch-talk-marc-smith/
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178487
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216205
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216513
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=216514
[4] https://eventbrite.fr/e/billets-its-time-think-link-with-nodexl-77801764171
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215720
[3] http://nodexlgraphgallery.org/Pages/Graph.as
[2] https://marketinganalyticssummit.de/session/connect-to-the-power-of-social-network-analysis-how-to-gain-insights-from-social-media-data-with-nodexl/

Top URLs in Tweet in G2:
[15] http://www.Fuerza943.com
[5] https://www.jamatlanta.com/
[4] http://acrossthefader.com/radio/
[3] https://www.tes.com/news/does-handing-out-merits-improve-behaviour
[3] https://www.youtube.com/watch?v=GMST-xRAF2Q

[3] https://www.youtube.com/watch?v=LgtM2WJJnTo

[2] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[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
[2] https://streettakeoverradio.airtime.pro/

Top URLs in Tweet in G3:
[1] https://straitsresearch.com/report/connected-car-market

Top URLs in Tweet in G6:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215720
[1] https://edutechstories.blogspot.com/2019/09/
[1] https://qz.com/179158/turns-out-twitter-is-even-more-politically-polarized-than-you-thought/
[1] http://www.tech-stories.co.uk/reports/EdChat_Resource_Plan.pdf
[1] https://www.microsoft.com/en-us/research/publication/voices-from-the-well-the-logic-of-the-virtual-commons/
[1] http://edutechstories.blogspot.com/2013/05/social-media-and-better-job-prospects.html
[1] https://carriemelissa.com/2015/06/24/recruiters-community/
[1] https://twitter.com/claganach/status/934075560225099776
[1] https://events.cmxhub.com/events/details/cmx-scotland-presents-education-social-media-and-community/
[1] https://twitter.com/CodeBaseSTL/status/1187292995923656704

Top URLs in Tweet in G9:
[1] https://collider.com/frozen-2-interview-marc-smith-normand-lemay/
[1] https://collider.com/frozen-2-interview-marc-smith-normand-lemay/?utm_campaign=collidersocial&utm_medium=twitter&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[82] nodexlgraphgallery.org
[26] twitter.com
[18] hiig.de
[15] fuerza943.com
[14] youtube.com
[7] co.uk
[6] facebook.com
[6] dailymgp.com
[6] instagram.com
[5] eventbrite.fr

Top Domains in Tweet in G1:
[79] nodexlgraphgallery.org
[17] hiig.de
[5] eventbrite.fr
[3] vivianfrancos.com
[3] youtube.com
[3] twitter.com
[2] linkedin.com
[2] marketinganalyticssummit.de
[1] pewresearch.org
[1] pewinternet.org

Top Domains in Tweet in G2:
[15] fuerza943.com
[10] youtube.com
[6] facebook.com
[6] dailymgp.com
[5] jamatlanta.com
[4] twitter.com
[4] acrossthefader.com
[3] tes.com
[2] bleedingcool.com
[2] instagram.com

Top Domains in Tweet in G3:
[1] straitsresearch.com

Top Domains in Tweet in G6:
[3] blogspot.com
[3] nodexlgraphgallery.org
[3] twitter.com
[1] qz.com
[1] co.uk
[1] microsoft.com
[1] carriemelissa.com
[1] cmxhub.com
[1] theguardian.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] nodexl
[39] socialmedia
[37] ai
[28] ehealth
[28] medtech
[24] nowplaying
[23] marketing
[23] bigdata
[19] masconf
[18] marketingdigital



Top Hashtags in Tweet in G1:
[81] nodexl
[36] socialmedia
[23] bigdata
[20] marketing
[19] masconf
[18] marketingdigital
[17] digitalresponsable
[17] seohashtag
[17] ai
[14] iot

Top Hashtags in Tweet in G2:
[24] nowplaying
[7] iuhealthldi
[6] bradley_smith
[4] marc_marquez
[4] maverick_vinales
[3] readingfc
[3] aprila_racing_team_gresini
[3] lcr_honda
[3] alexis_espargaro
[3] andrea_dovizioso

Top Hashtags in Tweet in G3:
[27] ehealth
[27] medtech
[20] ai
[17] robotic
[11] healthcare
[10] sensors
[10] autonomousvehicles
[9] selfdrivingcar
[9] retailtech
[9] tech

Top Hashtags in Tweet in G6:
[4] bbcqt
[3] ge2019
[2] brexit
[1] permanentrecord
[1] votelabour19
[1] ge19
[1] generalelection2019
[1] indyref
[1] edchat
[1] digilearnscot

Top Hashtags in Tweet in G8:
[1] equiparacionya

Top Hashtags in Tweet in G9:
[9] frozen2
[3] normandlemay
[3] marcsmith

Top Hashtags in Tweet in G10:
[2] happysunday

Top Words
Top Words in Tweet in Entire Graph:
[434] Words in Sentiment List#1: Positive
[207] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[19836] Non-categorized Words
[20478] Total Words
[441] smith
[380] marc
[319] nodexl
[235] marc_smith
[112] vivianfrancos

Top Words in Tweet in G1:
[304] nodexl
[211] marc_smith
[112] vivianfrancos
[81] #nodexl
[77] smr_foundation
[74] was3210
[68] chidambara09
[64] social
[58] connectedaction
[56] media

Top Words in Tweet in G2:
[127] smith
[113] marc
[42] rico
[41] anthony
[39] bad
[39] bunny
[29] está
[24] #nowplaying
[15] zbm
[15] solo

Top Words in Tweet in G3:
[86] enricomolinari
[45] ty
[27] #ehealth
[27] #medtech
[26] intengineering
[20] #ai
[17] next
[17] generation
[17] #robotic
[17] system

Top Words in Tweet in G4:
[6] rek14684306
[6] d_ast777
[6] leonesweet12
[6] sjturner_author
[6] eshasharan
[6] galdrafodr
[6] lailadoncaster
[6] marc_a_dupuis
[5] phandi
[5] vclinebarton

Top Words in Tweet in G5:
[2] mieux
[2] avec

Top Words in Tweet in G6:
[7] nodexl
[7] bbcquestiontime
[7] aaronbastani
[7] kirstene4angus
[7] toryfibs
[6] marc_smith
[6] thesnp
[5] michaelh14
[5] luckyheronsay
[5] humzayousaf

Top Words in Tweet in G8:
[11] ortega_smith
[8] vox_es
[6] madrid_vox
[6] ivanedlm
[6] pedro_fhz
[6] españa
[6] q
[5] va
[5] hasta
[4] pedir

Top Words in Tweet in G9:
[16] story
[11] marc
[9] smith
[9] #frozen2
[8] head
[8] director
[8] talk
[8] creation
[8] evolution
[7] family

Top Words in Tweet in G10:
[2] crazy
[2] maneuver
[2] double
[2] flip
[2] 7
[2] whips
[2] #happysunday
[2] mvollmer1
[2] marcusborba
[2] marc_meyer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] nodexl,marc_smith
[77] marc,smith
[60] marc_smith,was3210
[59] social,media
[46] nodexl,nodexl
[46] marc,anthony
[43] was3210,topcybernews
[40] bad,bunny
[33] nodexl,vivianfrancos
[32] smith,bad

Top Word Pairs in Tweet in G1:
[78] nodexl,marc_smith
[60] marc_smith,was3210
[55] social,media
[46] nodexl,nodexl
[43] was3210,topcybernews
[33] nodexl,vivianfrancos
[29] vivianfrancos,nodexl
[29] 13,nov
[28] #nodexl,nodexl
[28] vivianfrancos,chidambara09

Top Word Pairs in Tweet in G2:
[41] marc,anthony
[39] bad,bunny
[31] smith,bad
[30] anthony,smith
[29] está,rico
[17] marc,smith
[17] #nowplaying,está
[15] rico,zbm
[15] zbm,marc
[15] bunny,solo

Top Word Pairs in Tweet in G3:
[27] enricomolinari,#ehealth
[27] #ehealth,#medtech
[25] ty,intengineering
[23] intengineering,enricomolinari
[17] next,generation
[17] generation,#robotic
[17] #robotic,system
[17] system,assists
[17] assists,surgeons
[17] surgeons,ty

Top Word Pairs in Tweet in G4:
[6] rek14684306,d_ast777
[6] d_ast777,leonesweet12
[6] leonesweet12,sjturner_author
[6] sjturner_author,eshasharan
[6] eshasharan,galdrafodr
[6] galdrafodr,lailadoncaster
[6] lailadoncaster,marc_a_dupuis
[5] phandi,rek14684306
[5] marc_a_dupuis,vclinebarton
[5] vclinebarton,joanne_paulson

Top Word Pairs in Tweet in G6:
[7] nodexl,bbcquestiontime
[7] bbcquestiontime,aaronbastani
[7] aaronbastani,kirstene4angus
[7] kirstene4angus,toryfibs
[5] toryfibs,michaelh14
[5] michaelh14,luckyheronsay
[5] luckyheronsay,humzayousaf
[5] humzayousaf,iamalrightjack
[5] iamalrightjack,rachael_swindon
[5] rachael_swindon,thesnp

Top Word Pairs in Tweet in G8:
[6] ivanedlm,ortega_smith
[6] ortega_smith,pedro_fhz
[5] madrid_vox,ivanedlm
[5] pedro_fhz,vox_es
[4] pedir,perdón
[3] r_rengifo_c,madrid_vox
[2] piqué,sobre
[2] sobre,l'1
[2] l'1,lopetegui
[2] lopetegui,ramos

Top Word Pairs in Tweet in G9:
[9] marc,smith
[8] #frozen2,head
[8] head,story
[8] director,story
[8] talk,creation
[8] creation,evolution
[6] animation,family
[6] family,made
[6] made,beautiful
[6] beautiful,movie

Top Word Pairs in Tweet in G10:
[2] crazy,maneuver
[2] maneuver,double
[2] double,flip
[2] flip,7
[2] 7,whips
[2] whips,#happysunday
[2] #happysunday,mvollmer1
[2] mvollmer1,marcusborba
[2] marcusborba,marc_meyer
[2] marc_meyer,marc_smith

Top Replied-To
Top Replied-To in Entire Graph:
@marc_smith
@vivianfrancos
@nodexl
@enricomolinari
@katypearce
@eric__smith
@marcbernardin
@drandrewrowe
@oletna
@mattprescott

Top Replied-To in G1:
@vivianfrancos
@marc_smith
@nodexl
@drandrewrowe
@oletna
@mattprescott
@omondra
@mihkal
@likely75463987
@nephondemand

Top Replied-To in G3:
@enricomolinari
@wrix2

Top Replied-To in G4:
@phandi
@lilylawson22
@writeethan

Top Replied-To in G5:
@walter_boujenah

Top Replied-To in G6:
@marc_smith
@margaretferrier

Top Replied-To in G7:
@mmaformguide

Top Replied-To in G8:
@madrid_vox
@r_rengifo_c
@vox_es

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@nodexl
@vivianfrancos
@smr_foundation
@was3210
@chidambara09
@connectedaction
@mikequindazzi
@enricomolinari
@topcybernews

Top Mentioned in G1:
@marc_smith
@nodexl
@vivianfrancos
@smr_foundation
@was3210
@chidambara09
@connectedaction
@mikequindazzi
@topcybernews
@impulsaeventos

Top Mentioned in G3:
@enricomolinari
@intengineering
@wef
@c4trends
@globaliqx
@orangeman7
@hudson_chatbots
@tomhall
@meghanmbiro
@marc_smith

Top Mentioned in G4:
@rek14684306
@d_ast777
@leonesweet12
@sjturner_author
@eshasharan
@galdrafodr
@lailadoncaster
@marc_a_dupuis
@vclinebarton
@joanne_paulson

Top Mentioned in G5:
@jose_pinheiro2
@agenttous
@patrickctop
@danielpilotte
@_eliseetmoi_
@alwally18
@marc__fournier
@hofetz_haim
@fleur_de_bambu
@godefroy_62

Top Mentioned in G6:
@nodexl
@bbcquestiontime
@aaronbastani
@kirstene4angus
@toryfibs
@michaelh14
@luckyheronsay
@humzayousaf
@iamalrightjack
@rachael_swindon

Top Mentioned in G7:
@ufc
@pcraigmma
@danhotchocolate
@daveygrantmma
@darrentill2
@stevenraymma
@darren_mma
@meatballmolly
@johnphillipsmma
@marc_diakiese

Top Mentioned in G8:
@ortega_smith
@vox_es
@ivanedlm
@pedro_fhz
@madrid_vox
@3gerardpique
@sanchezcastejon
@jusapol
@jmangues
@aneshali

Top Mentioned in G9:
@alittlejelee
@_paul_briggs_
@collider
@disneyanimation
@christinaradish
@lyrikris10
@kristenbell
@joshgad
@idinamenzel
@grizandnorm

Top Mentioned in G10:
@mvollmer1
@marcusborba
@marc_meyer
@marc_smith
@drjdrooghaag
@sdgs4good
@stephanenappo
@stevewal63
@schmarzo
@wswmuc

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@danielpilotte
@vinaco21
@chidambara09
@bso
@lovetogive2
@fuerza943fm
@aneshali
@santchiweb
@euethnic

Top Tweeters in G1:
@arkangelscrap
@chidambara09
@lovetogive2
@cybersec_feeds
@valaafshar
@curiocat13
@caring_mobile
@spanishdan1
@rwang0
@mjoehlerich

Top Tweeters in G2:
@fuerza943fm
@radionovesei96
@daniellompa
@djpee521
@frommsb
@carmenmrin
@bobthecaptainn
@wxatgp500
@driver_bd_bot
@ice_n_berg

Top Tweeters in G3:
@santchiweb
@alejandrator2
@vivmilano
@meghanmbiro
@2601manish
@openmarketingtv
@wrix2
@vanillaweb
@ene3112
@vivekghosal

Top Tweeters in G4:
@d_ast777
@vclinebarton
@detective_files
@dbcarterauthor
@wittymystic
@lailadoncaster
@billingreeves
@mooneira
@joanne_paulson
@sjturner_author

Top Tweeters in G5:
@danielpilotte
@anesucre
@samarien79
@eddiedonovan
@elisabeth92390
@valentiniback
@marc3777
@ninasev332212
@sudradio
@valeurs

Top Tweeters in G6:
@euethnic
@iamalrightjack
@michaelh14
@aaronbastani
@rachael_swindon
@toryfibs
@davidspinks
@thesnp
@edtech_stories
@kdhungerford

Top Tweeters in G7:
@ufc
@ufceurope
@danawhite
@danhardymma
@drkneevil
@johngoodenuk
@arnoldbfa
@btsportufc
@meatballmolly
@darren_mma

Top Tweeters in G8:
@aneshali
@ciudadanoscs
@makinavajo
@psoe
@r_rengifo_c
@marc_ava
@vox_es
@madrid_vox
@_marc_mateo
@ortega_smith

Top Tweeters in G9:
@nano_particula
@chrisscottyluke
@one_abud
@ejunkie2014
@collider
@mosene_
@rose_pinkkkkk
@joshgad
@dollface713
@christinaradish

Top Tweeters in G10:
@saeedbaygi
@stevewal63
@mvollmer1
@avrohomg
@drjdrooghaag
@supplychain2030
@alvinfoo
@wswmuc
@ravikikan
@iainljbrown


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