media ecosystem, Twitter, 2/13/2018 5:00:20 PM, 140501


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media ecosystem Twitter NodeXL SNA Map and Report for Tuesday, 13 February 2018 at 15:55 UTC
media ecosystem Twitter NodeXL SNA Map and Report for Tuesday, 13 February 2018 at 15:55 UTC
From:
Marc_Smith
Uploaded on:
February 13, 2018
Short Description:
media ecosystem via NodeXL http://bit.ly/2soBUq6
@mindyfinn
@prasannavishy
@timoreilly
@jaydub2099
@varun18vijay
@vivekagnihotri
@evepeyser
@fava
@lucilleaustero2
@cadeepak7

Top hashtags:
#ico
#current
#crypto
#crnc
#tokensale
#larsenc
#bas
#plataformadehielo

Description:
Description
The graph represents a network of 3,645 Twitter users whose recent tweets contained "media ecosystem", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 February 2018 at 16:02 UTC.

The tweets in the network were tweeted over the 10-day, 0-hour, 17-minute period from Saturday, 03 February 2018 at 15:38 UTC to Tuesday, 13 February 2018 at 15:55 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 : 3679
Unique Edges : 4614
Edges With Duplicates : 3576
Total Edges : 8190
Number of Edge Types : 3
Mentions : 5284
Replies to : 399
Tweet : 2507
Self-Loops : 2507
Reciprocated Vertex Pair Ratio : 0.0177676537585421
Reciprocated Edge Ratio : 0.0349149507609669
Connected Components : 487
Single-Vertex Connected Components : 298
Maximum Vertices in a Connected Component : 1980
Maximum Edges in a Connected Component : 2877
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.642746
Graph Density : 0.000330195881242406
Modularity : 0.528799
NodeXL Version : 1.0.1.392

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[412] https://twitter.com/uppolice/status/960883769019318273
[103] https://tokensale.current.us/index.html
[69] https://www.rappler.com/nation/195779-live-democracy-and-disinformation-forum?utm_source=twitter&utm_medium=social&utm_campaign=nation
[30] https://socialmedia.market/
[22] https://current.us
[20] https://www.bas.ac.uk/media-post/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/
[17] https://t.me/CurrentCRNC
[13] http://vooglue.io/
[9] https://www.newsbtc.com/2018/02/09/crypto-pundit-mcafee-surveys-the-community-with-surprising-results/
[7] https://thedailybanter.com/2018/02/study-shows-trump-supporters-now-basically-unreachable/

Top URLs in Tweet in G1:
[1] https://twitter.com/kylegriffin1/status/961356444116406274
[1] https://twitter.com/mindyfinn/status/961361222062034944
[1] https://twitter.com/juddlegum/status/960894011736195072

Top URLs in Tweet in G2:
[392] https://twitter.com/uppolice/status/960883769019318273
[1] https://twitter.com/saliltripathi/status/960927541799342081
[1] https://twitter.com/toiindianews/status/959840182949351424
[1] https://t.co/czcAJHfyxX

Top URLs in Tweet in G3:
[3] https://www.vice.com/en_us/article/59k3bn/jesse-farrar-tweeted-about-drowning-conservatives-interview
[1] https://www.youtube.com/watch?v=VJw1XSLrYe8

[1] http://www.foxnews.com/world/2018/02/09/kim-jong-uns-sister-arrives-for-winter-olympics-meeting-with-moon.html
[1] http://www.foxnews.com/world/2018/02/07/kim-jong-uns-ivanka-set-for-winter-olympics-visit-with-north-korean-delegation.html
[1] https://twitter.com/oliverdarcy/status/963208983640182787
[1] https://twitter.com/oliverdarcy/status/962854667205185538
[1] http://money.cnn.com/2018/02/07/media/right-wing-media-fbi-text-message-clinton-investigation/index.html

Top URLs in Tweet in G4:
[80] https://tokensale.current.us/index.html
[15] https://current.us
[15] https://socialmedia.market/
[9] http://vooglue.io/
[7] https://t.me/CurrentCRNC
[6] https://socialmedia.market/en
[6] https://www.newsbtc.com/2018/02/09/crypto-pundit-mcafee-surveys-the-community-with-surprising-results/
[5] https://www.bas.ac.uk/media-post/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/
[5] https://appics.com/
[4] https://fabrictoken.io/media/Fabric-Token-Ecosystem-White-Paper-EN.pdf

Top URLs in Tweet in G5:
[12] https://www.bas.ac.uk/media-post/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/
[4] https://www.bas.ac.uk/media-post/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/?utm_medium=social&utm_source=twitter
[2] https://www.ceh.ac.uk/news-and-media/news/new-guide-selecting-ecosystem-service-models-decision-making
[2] http://poie.infor-matt.fr/worldfnature/?url=https://www.ceh.ac.uk/news-and-media/news/new-guide-selecting-ecosystem-service-models-decision-making&utm_source=OverNewser&utm_medium=WorldfNature&utm_campaign=article
[1] https://museumsvictoria.com.au/media-releases/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/
[1] https://www.bas.ac.uk/media-post/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/?utm_content=buffer98e49&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.bas.ac.uk.convey.pro/l/Eg6XY43

Top URLs in Tweet in G6:
[2] https://www.bas.ac.uk/media-post/first-scientific-expedition-to-newly-exposed-antarctic-ecosystem/

Top URLs in Tweet in G7:
[10] https://twitter.com/uppolice/status/960883769019318273
[1] https://twitter.com/srirambjp/status/963277644853858304
[1] https://twitter.com/kunalkohli/status/960709599979438081

Top URLs in Tweet in G8:
[4] https://twitter.com/uppolice/status/960883769019318273
[1] https://economictimes.indiatimes.com/news/politics-and-nation/the-messaging-war-dear-bjp-you-are-losing/articleshow/62894764.cms
[1] https://twitter.com/by2kaafi/status/961142505558499330
[1] https://twitter.com/ShefVaidya/status/959646065120100352
[1] https://twitter.com/arvindneela/status/962652455241527298
[1] https://www.ndtv.com/india-news/rss-ready-to-fight-on-border-if-needed-mohan-bhagwat-says-1811437
[1] https://twitter.com/TSA1976/status/961836161554563072
[1] https://twitter.com/IndiaToday/status/961668912000655360

Top URLs in Tweet in G9:
[1] https://referral.current.us/?mwr=6402-5674678b

Top URLs in Tweet in G10:
[1] https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/McKinsey%20Digital/Our%20Insights/Why%20digital%20strategies%20fail/Why-digital-strategies-fail.ashx

Top Domains
Top Domains in Tweet in Entire Graph:
[815] youtube.com
[508] twitter.com
[161] current.us
[72] rappler.com
[41] socialmedia.market
[31] ac.uk
[21] twimg.com
[18] vooglue.io
[17] t.me
[15] medium.com

Top Domains in Tweet in G1:
[3] twitter.com

Top Domains in Tweet in G2:
[394] twitter.com
[1] t.co

Top Domains in Tweet in G3:
[3] vice.com
[2] foxnews.com
[2] twitter.com
[1] youtube.com
[1] cnn.com

Top Domains in Tweet in G4:
[809] youtube.com
[124] current.us
[29] twitter.com
[22] socialmedia.market
[10] com.au
[9] linkedin.com
[9] vimeo.com
[9] vooglue.io
[7] t.me
[7] ac.uk

Top Domains in Tweet in G5:
[19] ac.uk
[2] infor-matt.fr
[1] com.au
[1] convey.pro

Top Domains in Tweet in G6:
[2] ac.uk

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

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

Top Domains in Tweet in G9:
[1] current.us

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[310] ico
[214] current
[194] crypto
[192] crnc
[184] tokensale
[175] larsenc
[170] bas
[170] plataformadehielo
[170] antartica
[170] ecosistema



Top Hashtags in Tweet in G1:
[1] potus45
[1] 11thhour
[1] maddow
[1] thecriminaljew

Top Hashtags in Tweet in G3:
[1] goplies
[1] trumplies
[1] foxlies

Top Hashtags in Tweet in G4:
[164] current
[154] ico
[146] crnc
[144] crypto
[135] tokensale
[40] socialmediamarket
[24] blockchain
[23] voogluetokensale
[10] cryptocurrency
[9] media

Top Hashtags in Tweet in G5:
[105] antarctica
[9] larsenc
[8] bbcgms
[4] larsencbenthos
[4] bas
[4] plataformadehielo
[4] antartica
[4] ecosistema
[3] ecosystemservices
[2] antarctic

Top Hashtags in Tweet in G6:
[166] bas
[166] plataformadehielo
[166] larsenc
[166] antartica
[166] ecosistema
[1] iceberga68

Top Hashtags in Tweet in G8:
[1] ankitsaxena

Top Hashtags in Tweet in G9:
[91] presaleico
[91] ico
[91] preico

Top Hashtags in Tweet in G10:
[74] innovation
[73] digital
[73] disruption
[73] businessmodel
[1] strategy
[1] ecosystem
[1] tech
[1] transformation

Top Words
Top Words in Tweet in Entire Graph:
[3230] Words in Sentiment List#1: Positive
[2536] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[112089] Non-categorized Words
[117859] Total Words
[2639] ecosystem
[2545] media
[774] free
[768] open
[751] 2016

Top Words in Tweet in G1:
[741] media
[741] ecosystem
[740] kremlin
[740] weaponized
[740] free
[740] open
[740] influence
[740] 2016
[740] election
[740] hacked

Top Words in Tweet in G2:
[510] ecosystem
[509] media
[506] vivekagnihotri
[393] lies
[393] spread
[393] reports
[392] facts
[115] strategy
[115] promotes
[115] rubbish

Top Words in Tweet in G3:
[354] fox
[344] evepeyser
[316] story
[314] friends
[313] spoke
[313] bronzehammer
[313] charlie
[313] kirk
[313] troll
[313] making

Top Words in Tweet in G4:
[389] media
[378] ecosystem
[306] current
[198] blockchain
[172] ico
[158] crypto
[157] crnc
[150] enabled
[144] stream
[141] incentivized

Top Words in Tweet in G5:
[174] antarctica
[164] bas_news
[159] ecosystem
[154] led
[147] team
[146] scientists
[146] week
[145] investigate
[145] marine
[143] heads

Top Words in Tweet in G6:
[180] campaña
[179] inicia
[179] bas
[179] hacia
[167] ecosistema
[167] q
[167] estuvo
[166] colegas
[166] plataformadehielo
[166] larsenc

Top Words in Tweet in G7:
[234] pic
[172] media
[165] ecosystem
[131] left
[131] tried
[131] defaming
[131] manoharparrikar
[131] beer
[131] comment
[117] one

Top Words in Tweet in G8:
[136] groups
[103] media
[76] prasannavishy
[68] academia
[68] christian
[68] donor
[68] astroturfed
[68] ngo's
[68] congress
[68] party

Top Words in Tweet in G9:
[182] ico
[91] join
[91] presale
[91] current
[91] media
[91] incentivized
[91] blockchain
[91] enabled
[91] multimedia
[91] ecosystem

Top Words in Tweet in G10:
[74] innovation
[73] digital
[73] gt
[73] building
[73] app
[73] survive
[73] disruption
[73] means
[73] crafting
[73] new

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[933] media,ecosystem
[748] weaponized,free
[748] free,open
[748] open,media
[744] kremlin,weaponized
[744] ecosystem,influence
[744] influence,2016
[744] 2016,election
[744] election,hacked
[744] hacked,voter

Top Word Pairs in Tweet in G1:
[741] media,ecosystem
[740] kremlin,weaponized
[740] weaponized,free
[740] free,open
[740] open,media
[740] ecosystem,influence
[740] influence,2016
[740] 2016,election
[740] election,hacked
[740] hacked,voter

Top Word Pairs in Tweet in G2:
[393] lies,spread
[393] spread,ecosystem
[393] ecosystem,media
[393] media,reports
[392] reports,facts
[392] vivekagnihotri,lies
[115] strategy,ecosystem
[115] ecosystem,promotes
[115] promotes,rubbish
[115] rubbish,media

Top Word Pairs in Tweet in G3:
[314] fox,friends
[313] spoke,bronzehammer
[313] bronzehammer,charlie
[313] charlie,kirk
[313] kirk,troll
[313] troll,making
[313] making,onto
[313] onto,fox
[313] friends,story
[313] story,perfect

Top Word Pairs in Tweet in G4:
[150] blockchain,enabled
[141] incentivized,blockchain
[132] crnc,ico
[125] ico,tokensale
[125] choose,stream
[123] streaming,ecosystem
[123] stream,pay
[123] pay,media
[122] ecosystem,lets
[121] lets,choose

Top Word Pairs in Tweet in G5:
[146] team,scientists
[145] scientists,led
[145] antarctica,week
[145] week,investigate
[143] heads,antarctica
[137] marine,ecosystem
[135] investigate,mysterious
[135] mysterious,marine
[96] ecosystem,s
[93] led,bas

Top Word Pairs in Tweet in G6:
[179] inicia,campaña
[166] campaña,colegas
[166] colegas,bas
[166] bas,hacia
[166] hacia,plataformadehielo
[166] plataformadehielo,larsenc
[166] larsenc,antartica
[166] antartica,estudiar
[166] estudiar,ecosistema
[166] ecosistema,q

Top Word Pairs in Tweet in G7:
[142] ecosystem,media
[131] left,ecosystem
[131] media,tried
[131] tried,defaming
[131] defaming,manoharparrikar
[131] manoharparrikar,beer
[131] beer,comment
[117] pic,one
[117] one,left
[117] comment,pic

Top Word Pairs in Tweet in G8:
[68] media,academia
[68] academia,christian
[68] christian,donor
[68] donor,groups
[68] groups,astroturfed
[68] astroturfed,ngo's
[68] ngo's,congress
[68] congress,party
[68] party,thinktanks
[68] thinktanks,honestly

Top Word Pairs in Tweet in G9:
[91] join,presale
[91] presale,ico
[91] ico,current
[91] current,media
[91] media,incentivized
[91] incentivized,blockchain
[91] blockchain,enabled
[91] enabled,multimedia
[91] multimedia,ecosystem
[91] ecosystem,presaleico

Top Word Pairs in Tweet in G10:
[73] digital,innovation
[73] innovation,gt
[73] gt,building
[73] building,app
[73] app,survive
[73] survive,disruption
[73] disruption,means
[73] means,crafting
[73] crafting,new
[73] new,businessmodel

Top Replied-To
Top Replied-To in Entire Graph:
@cheriangeorge
@acharya27
@lentecurrite
@dikgaj
@current_crnc
@socialmedia_io
@puertorock77_
@daniel_rivieria
@pintumullick
@thoneycombs

Top Replied-To in G2:
@kanchangupta

Top Replied-To in G3:
@oliverdarcy
@guypbenson
@kfile

Top Replied-To in G4:

Top Replied-To in G5:
@simon_sat
@bas_news

Top Replied-To in G7:
@srirambjp
@sardesairajdeep
@sagarikaghose

Top Replied-To in G8:
@gauravcsawant
@rajivmessage
@majorgauravarya

Top Mentioned
Top Mentioned in Entire Graph:
@mindyfinn
@vivekagnihotri
@evepeyser
@bronzehammer
@antarcticacl
@bas_news
@manoharparrikar
@incindia
@officeofrg
@rishibagree

Top Mentioned in G1:
@mindyfinn
@starbuck13502

Top Mentioned in G2:
@vivekagnihotri
@incindia
@officeofrg
@prasannavishy

Top Mentioned in G3:
@evepeyser
@bronzehammer
@oliverdarcy
@mekosoff
@sykescharlie
@guypbenson
@marthamaccallum
@mindyfinn
@petehegseth
@rcamposduffy

Top Mentioned in G4:
@alt_airdrops
@currentmedia786

Top Mentioned in G5:
@bas_news
@griffiths_huw
@emm_pearce
@b
@melkmack
@museumsvictoria
@bbcgaryr
@bbcradioscot
@scotmarineinst
@nercscience

Top Mentioned in G6:
@antarcticacl
@inach_gob
@bas_news
@evegaartigues
@mleppe
@paulina_rojas_p

Top Mentioned in G7:
@manoharparrikar
@rishibagree
@vivekagnihotri
@modifiedvikas
@svivekanand123
@srirambjp
@incindia
@officeofrg
@sardesairajdeep
@pmoindia

Top Mentioned in G8:
@prasannavishy
@sriram_et
@misstiiq
@vivekagnihotri
@shashitharoor
@nsitharaman
@narendramodi
@anandashivoham
@rajivmessage
@arunjaitley

Top Mentioned in G9:
@avadafund

Top Mentioned in G10:
@immbm

Top Tweeters
Top Tweeters in Entire Graph:
@marcylauren
@arkangelscrap
@mikkil
@dichristine
@ehfoundation237
@rohitagarwal86
@sectest9
@libertad717
@yahyaalireal
@ginniasa

Top Tweeters in G1:
@plantflowes
@hoeitsrocuervo
@netminnow
@paxnostrum
@akuma_river
@gpwriter
@phillip92321
@catlover1943
@tottenbill
@davidlance3

Top Tweeters in G2:
@rohitagarwal86
@agrwal_akhil
@hindustanse
@vinodshadija
@samgold21
@250praveen
@harvansh_batra
@nkumar_
@sri9011
@namo_namah23

Top Tweeters in G3:
@dichristine
@alizardx
@hardcor_barra
@c001357
@mlobrovich
@rachel_mcrea
@gregjobe95
@wolf_six
@tigerbeat
@morr_1980

Top Tweeters in G4:
@yahyaalireal
@rosnqueen
@cool8769
@blkchninstitute
@deppil90
@inmarketingoz
@mazedaarcat
@edimosip
@exchangenews
@bhs7rocks

Top Tweeters in G5:
@sydnets
@mr_spock
@yllekonadnerb
@batman710
@bhasantika
@worldfnature
@teadrivendev
@laplapv3
@elleallever
@deadblurryface

Top Tweeters in G6:
@libertad717
@ginniasa
@elybetca
@vaacpy
@elvirasivelo
@catalina_valpo
@boletusedulius
@lali_amiga
@coahuilaytexas
@jcs_58

Top Tweeters in G7:
@parthpa07241800
@dhruvbhim
@puravapakash
@jeetensingh
@cpraghav
@chandbrajesh
@miliktailor
@golpuri
@a_truthsayer
@lalithkris

Top Tweeters in G8:
@inirajverma
@nitinkapoor2020
@vinirish
@neelnabh
@economictimes
@jemin_p
@vikas1689
@babajibaala
@aditya5bahl
@prasannavishy

Top Tweeters in G9:
@bugzza
@oskreyk
@raquelrdamico
@alinbardin654
@rovenakaza785
@sakvvssinoa
@stromilofekl
@vonyrkay
@notiimil
@votihcip

Top Tweeters in G10:
@monalisazelf
@andrewmorrisuk
@2601manish
@jblefevre60
@therudingroup
@flocon2005
@neel__c
@ussmo
@dondrwdrw
@pedra999