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marcom_2018-01-12_11-55-41.xlsx
marcom_2018-01-12_11-55-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2018
Short Description:
marcom via NodeXL http://bit.ly/2FyM2Pt
@tidalscale
@toni_florido
@reputation_inst
@uwimona
@vff_usa
@ajcvierling
@roadtrekin
@reputmgt

Description:
Description
The graph represents a network of 289 Twitter users whose tweets in the requested range contained "marcom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 January 2018 at 19:56 UTC.

The requested start date was Friday, 12 January 2018 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 12-day, 20-hour, 59-minute period from Friday, 29 December 2017 at 01:01 UTC to Wednesday, 10 January 2018 at 22:01 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 : 289
Unique Edges : 257
Edges With Duplicates : 110
Total Edges : 367
Self-Loops : 158
Reciprocated Vertex Pair Ratio : 0.0198019801980198
Reciprocated Edge Ratio : 0.0388349514563107
Connected Components : 105
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 60
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.776539
Graph Density : 0.00247500961168781
Modularity : 0.629853
NodeXL Version : 1.0.1.390

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[60] https://www.tidalscale.com/hubfs/Marcom/White%20Papers/Test-Automation-with-Jenkins-n-TidalScale-WaveRunner.pdf?t=1509953091530
[8] http://sanfordlocalnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[8] http://appalachianweekly.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[6] https://yamahaoutboards.com/
[5] http://dcgrapevine.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] http://laketahoegrapevine.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] http://extonnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] https://go.echoworx.com/hubfs/Reports/Echoworx_Overcoming_Digital_Commitment_Gap.pdf?utm_campaign=Website
[5] -
[5] Resource

Top URLs in Tweet in G1:
[58] https://www.tidalscale.com/hubfs/Marcom/White%20Papers/Test-Automation-with-Jenkins-n-TidalScale-WaveRunner.pdf?t=1509953091530
[2] https://www.tidalscale.com/hubfs/Marcom/White%20Papers/Amdahl_Gustafson.pdf?t=1510185260546
[1] https://twitter.com/i/web/status/950849765855678464
[1] https://twitter.com/i/web/status/948554543536791553

Top URLs in Tweet in G2:
[8] http://sanfordlocalnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] https://yamahaoutboards.com/
[5] http://shreveportcitynews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] http://extonnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] http://laketahoegrapevine.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[5] http://dcgrapevine.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[3] http://fortmeyersgrapevine.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[3] http://newenglandnewsonline.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[3] http://brokenarrowlocalnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[3] http://santabarbaragrapevine.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/951169104907587584

Top URLs in Tweet in G4:
[2] https://www.independent.ie/business/in-the-workplace/gina-london-four-ways-to-improve-csr-and-communicate-vision-36463784.html?utm_content=65404564&utm_medium=social&utm_source=twitter
[2] https://www.comstocksmag.com/article/moral-support?utm_content=65006845&utm_medium=social&utm_source=twitter
[2] https://hubs.ly/H09vv790
[1] https://twitter.com/i/web/status/950721923025162240
[1] https://twitter.com/i/web/status/950382414479708161
[1] https://twitter.com/i/web/status/946736414586294274
[1] https://twitter.com/i/web/status/948911643597115392

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/950832155365728257

Top URLs in Tweet in G6:
[4] https://marcom.stratfor.com/horizons/fellows/andrew-trabulsi/01122017-brief-history-propaganda?utm_source=Twitter&utm_medium=social&utm_campaign=article
[1] https://marcom.stratfor.com/horizons/top-10-geopolitical-takeaways-2017?utm_campaign=B2C_LL_Push&utm_source=hs_email&utm_medium=email&utm_content=59682164&_hsenc=p2ANqtz-8hYvumfCQ2Sl7hXNNTZloy1WVCV4RqMrD6uCPmh9WpFLZeRYb3u1EkU5P3_JxwtB4fJUCdLGm7TPOE1evPmjA86xOpzg&_hsmi=59682550

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/951184421675323392
[1] https://twitter.com/i/web/status/950731410167488512
[1] https://twitter.com/i/web/status/950819676212334592
[1] https://twitter.com/i/web/status/951184394768797696

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/950725901804888065

Top URLs in Tweet in G9:
[8] http://appalachianweekly.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[1] http://aikenlocalnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[1] http://virginiaweeklynews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[1] http://beckleylocalnews.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/
[1] http://newsintraviscounty.com/yamaha-marine-wins-2017-platinum-marcom-award-for-yamahaoutboards-com/

Top URLs in Tweet in G10:
[5] https://www.mauritshuis.nl/vacatures
[1] https://twitter.com/i/web/status/951175600680701952

Top Domains
Top Domains in Tweet in Entire Graph:
[77] twitter.com
[62] tidalscale.com
[21] paper.li
[8] sanfordlocalnews.com
[8] appalachianweekly.com
[7] yamahaoutboards.com
[6] stratfor.com
[5] dcgrapevine.com
[5] laketahoegrapevine.com
[5] extonnews.com

Top Domains in Tweet in G1:
[60] tidalscale.com
[2] twitter.com

Top Domains in Tweet in G2:
[24] twitter.com
[8] sanfordlocalnews.com
[5] yamahaoutboards.com
[5] shreveportcitynews.com
[5] extonnews.com
[5] laketahoegrapevine.com
[5] dcgrapevine.com
[4] medienjobs.ch
[3] careerarc.com
[3] paper.li

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

Top Domains in Tweet in G4:
[4] twitter.com
[2] independent.ie
[2] comstocksmag.com
[2] hubs.ly

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

Top Domains in Tweet in G6:
[5] stratfor.com

Top Domains in Tweet in G7:
[4] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[8] appalachianweekly.com
[1] aikenlocalnews.com
[1] virginiaweeklynews.com
[1] beckleylocalnews.com
[1] newsintraviscounty.com

Top Domains in Tweet in G10:
[5] mauritshuis.nl
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] devops
[62] datacenter
[59] cloud
[27] marketing
[14] marcom
[10] vacature
[8] hspinbusiness
[6] jobs
[5] digitaltransformation
[5] job



Top Hashtags in Tweet in G1:
[60] devops
[60] datacenter
[58] cloud
[2] softwaredefined
[2] bigdata
[1] machinelearning

Top Hashtags in Tweet in G2:
[7] marketing
[5] hiring
[4] internship
[4] jobs
[4] medienjobs
[4] schweiz
[3] marcom
[2] job
[2] careerarc
[2] communications

Top Hashtags in Tweet in G4:
[2] csr
[2] comms
[2] reputation
[1] pr

Top Hashtags in Tweet in G6:
[4] history
[4] propaganda

Top Hashtags in Tweet in G7:
[4] vr
[4] india
[4] empowered

Top Hashtags in Tweet in G10:
[5] vacature
[5] marketing

Top Words
Top Words in Tweet in Entire Graph:
[251] Words in Sentiment List#1: Positive
[102] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4501] Non-categorized Words
[4854] Total Words
[117] tidalscale
[70] marcom
[64] white
[64] test
[62] paper

Top Words in Tweet in G1:
[115] tidalscale
[60] white
[60] paper
[60] devops
[60] datacenter
[58] cloud
[58] test
[58] automation
[58] jenkins
[58] waverunner

Top Words in Tweet in G2:
[36] marcom
[36] yamaha
[31] outboards
[28] award
[26] website
[23] winning
[21] new
[21] out
[18] marketing
[16] 2017

Top Words in Tweet in G3:
[17] separatists
[17] performed
[17] strongly
[17] last
[17] regional
[17] election
[17] suggesting
[17] frictions
[17] between
[17] catalonia

Top Words in Tweet in G4:
[9] reputation
[7] reputation_inst
[7] top
[7] 10
[7] macro
[7] trends
[7] ceo
[7] know
[5] look
[5] upcoming

Top Words in Tweet in G5:
[10] dr
[10] sonjah
[10] stanley
[10] niaah
[10] appointed
[10] senior
[10] research
[10] associate
[10] department
[10] fine

Top Words in Tweet in G6:
[8] stratfor
[4] brief
[4] history
[4] propaganda
[4] global
[4] fellow
[4] andrewtrabulsi

Top Words in Tweet in G7:
[8] take
[4] vr
[4] trip
[4] india
[4] meet
[4] empowered
[4] women
[4] entrepreneurs

Top Words in Tweet in G9:
[9] yamaha
[9] outboards
[5] gt
[4] marketing
[4] award
[4] winning
[4] website
[3] check
[3] out
[3] again

Top Words in Tweet in G10:
[5] ben
[5] jij
[5] marketeer
[5] wij
[5] zoeken
[5] meer
[5] info
[5] deadline
[5] 15
[5] januari

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[62] white,paper
[62] devops,datacenter
[60] paper,test
[60] test,automation
[60] automation,jenkins
[60] jenkins,tidalscale
[60] tidalscale,waverunner
[60] waverunner,devops
[59] datacenter,cloud
[57] tidalscale,white

Top Word Pairs in Tweet in G1:
[60] white,paper
[60] devops,datacenter
[58] datacenter,cloud
[58] paper,test
[58] test,automation
[58] automation,jenkins
[58] jenkins,tidalscale
[58] tidalscale,waverunner
[58] waverunner,devops
[57] tidalscale,white

Top Word Pairs in Tweet in G2:
[31] yamaha,outboards
[19] award,winning
[15] check,out
[15] winning,website
[9] new,award
[6] outboards,gt
[6] new,website
[5] marketing,plan
[5] 2017,mar
[5] mar,com

Top Word Pairs in Tweet in G3:
[17] separatists,performed
[17] performed,strongly
[17] strongly,last
[17] last,regional
[17] regional,election
[17] election,suggesting
[17] suggesting,frictions
[17] frictions,between
[17] between,catalonia
[16] toni_florido,'catalan

Top Word Pairs in Tweet in G4:
[7] top,10
[7] 10,reputation
[7] reputation,macro
[7] macro,trends
[7] trends,ceo
[7] ceo,know
[5] look,upcoming
[5] upcoming,webinar
[5] webinar,topic
[5] topic,top

Top Word Pairs in Tweet in G5:
[10] dr,sonjah
[10] sonjah,stanley
[10] stanley,niaah
[10] niaah,appointed
[10] appointed,senior
[10] senior,research
[10] research,associate
[10] associate,department
[10] department,fine
[10] fine,art

Top Word Pairs in Tweet in G6:
[4] brief,history
[4] history,propaganda
[4] propaganda,stratfor
[4] stratfor,global
[4] global,fellow
[4] fellow,andrewtrabulsi
[3] stratfor,brief

Top Word Pairs in Tweet in G7:
[4] take,vr
[4] vr,trip
[4] trip,india
[4] india,meet
[4] meet,empowered
[4] empowered,women
[4] women,entrepreneurs
[4] entrepreneurs,take

Top Word Pairs in Tweet in G9:
[9] yamaha,outboards
[3] check,out
[3] award,winning
[3] winning,website
[3] outboards,gt
[3] gt,again
[2] out,great
[2] marketing,communication
[2] new,award
[2] perfect,example

Top Word Pairs in Tweet in G10:
[5] ben,jij
[5] jij,marketeer
[5] marketeer,wij
[5] wij,zoeken
[5] zoeken,meer
[5] meer,info
[5] info,deadline
[5] deadline,15
[5] 15,januari
[5] januari,vacature

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tidalscale
@toni_florido
@uwimona
@reputation_inst
@stratfor
@andrewtrabulsi
@mauritshuis
@ingluxembourg
@gailperrync
@hendersonr

Top Mentioned in G1:
@tidalscale

Top Mentioned in G3:
@toni_florido

Top Mentioned in G4:
@reputation_inst
@theginalondon
@indobusiness
@comstocksmag

Top Mentioned in G5:
@uwimona

Top Mentioned in G6:
@stratfor
@andrewtrabulsi

Top Mentioned in G7:
@cgcgiving

Top Mentioned in G8:
@nato
@nato_marcom
@thebelgiannavy
@lv_nato

Top Mentioned in G9:
@appalachiannewz
@aiken_localnews
@roanoke_news_
@beckley_news
@travis_co_news

Top Mentioned in G10:
@mauritshuis

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@toyota_venza
@libertad717
@heavengianna
@alice44567
@maeliebouchard
@utarsystems
@viviengertsch
@roadtrekin
@stevegagne99

Top Tweeters in G1:
@toyota_venza
@heavengianna
@alice44567
@maeliebouchard
@viviengertsch
@stevegagne99
@annajanoschek
@nissan__xterra
@antoniagreb
@bennatureaddict

Top Tweeters in G2:
@greensboro_newz
@conchrepublic_
@new_englandnews
@dc_grapevine
@santabarbara_gv
@outerbanks_gv
@extonnews
@shreveport_la_
@salina_local
@fortmeyers_gv

Top Tweeters in G3:
@metatron19
@focaiguaiterra
@ebonydawnmarsh
@albertmaj
@enigmahearttrue
@lescorniflaire
@barnazen
@columnae1
@fenixnegre
@llopineiv

Top Tweeters in G4:
@comstocksmag
@indobusiness
@theginalondon
@reputation_inst
@mantzavinosgrp
@tiisy_kay
@danieledalli
@reputationfr
@reputmgt
@knusmann

Top Tweeters in G5:
@twittatimes
@bigblackbarry
@lb_kojo
@biancawelds
@oleskyflorez
@annaliesalin
@andrewfrancis5
@shandaydavis
@jaybritz
@uwimona

Top Tweeters in G6:
@libertad717
@jaras808
@stratfor
@hksteen
@andrewtrabulsi
@cable_mag

Top Tweeters in G7:
@heidirichards
@aidajingram
@leahthehunter
@vff_usa
@jhofherr29
@cgcgiving

Top Tweeters in G8:
@nato
@lv_nato
@thebelgiannavy
@nato_marcom
@ajcvierling
@belgiumdefence

Top Tweeters in G9:
@roadtrekin
@travis_co_news
@aiken_localnews
@beckley_news
@roanoke_news_
@appalachiannewz

Top Tweeters in G10:
@chrisderboven
@espyrite
@martinspoel
@mauritshuis
@tigerstromdan