Digital War, Twitter, 2/18/2019 10:20:54 PM, 187191


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Digital War_2019-02-18_13-57-23.xlsx
Digital War_2019-02-18_13-57-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 18, 2019
Short Description:
Digital War via NodeXL http://bit.ly/2DRaTOx
@overlordexo
@realdonaldtrump
@genflynn
@storm_fa_q
@cordicon
@senficon
@bw
@subhamparas
@karolcummins
@hackerslist

Top hashtags:
#copyright
#wwg1wga
#digitalarmy
#security
#digitalwar
#goldenglobe
#digital
#kindle

Description:
Description
The graph represents a network of 3,421 Twitter users whose recent tweets contained "Digital War", 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 Monday, 18 February 2019 at 22:04 UTC.

The tweets in the network were tweeted over the 4-day, 14-hour, 29-minute period from Thursday, 14 February 2019 at 07:27 UTC to Monday, 18 February 2019 at 21:57 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 : 3421
Unique Edges : 4848
Edges With Duplicates : 211
Total Edges : 5059
Self-Loops : 340
Reciprocated Vertex Pair Ratio : 0.00781080494684313
Reciprocated Edge Ratio : 0.0155005382131324
Connected Components : 403
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 1132
Maximum Edges in a Connected Component : 1357
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.336228
Graph Density : 0.000397014654926315
Modularity : 0.811237
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://www.digital-war.org
[18] http://mybook.to/tsckw
[14] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Farcdigital.media%2Ftulsi-gabbard-is-not-anti-war-660e7d1e4ce1
[11] https://trib.al/khBRUtZ
[11] https://mybook.to/SouthernSons
[11] http://mitsloan.mit.edu/ideas-made-to-matter/you-may-already-have-talent-youre-looking?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=talent
[8] https://www.cdkeys.com/xbox-live/games/gears-of-war-4-xbox-one-digital-code?mw_aref=logrosxbox
[8] https://www.amazon.com/Remember-Forget-Contemporary-Christian-Romance-ebook/dp/B06XRNQ4G6/ref=sr_1_1?s=digital-text&ie=UTF8&qid=1490991795&sr=1-1&keywords=debra+ullrick
[8] https://trib.al/wnA15aK
[7] https://www.digital-war.org/

Top URLs in Tweet in G2:
[1] https://www.sueddeutsche.de/digital/urheberrecht-eu-upload-filter-kommentar-1.4023999
[1] http://www.sueddeutsche.de/digital/uploadfilter-ergebnis-eu-urheberrecht-1.4329775
[1] https://www.xing.com/news/insiders/articles/new-work-das-war-s-2065100

Top URLs in Tweet in G3:
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Farcdigital.media%2Ftulsi-gabbard-is-not-anti-war-660e7d1e4ce1
[5] http://mybook.to/tsckw
[4] https://www.zeit.de/digital/internet/2017-02/pewdiepie-antisemitismus-disney-youtube
[4] https://www.digitalmusicnews.com/2019/02/06/u-s-copyright-royalty-board-crb-war/
[4] https://www.amazon.com/Ryan-Chronicles-Books-1-6-ebook/dp/B01AOFMYPO/ref=as_li_ss_tl?s=digital-text&ie=UTF8&qid=1520190629&sr=1-15&keywords=The+Ryan+Chronicles&linkCode=sl1&tag=jetfuefic-20&linkId=217c993f19ed30c95988de36c8b11eb2
[3] https://www.digitalmusicnews.com/2019/02/06/u-s-copyright-royalty-board-crb-war/?fbclid=IwAR2WVkYk8nTndJDslnOEb8sYTDNOl3MdoNfxlrsZPHVDii_atoGPVqG6OSw
[3] https://dazeinfo.com/2019/02/11/russia-disconnect-internet-censorship/
[3] https://digiday.com/media/eu-copyright-laws-closer-finalized/
[2] https://www.digitalcameraworld.com/news/canon-eos-rp-declares-full-frame-war-262mp-440g-pound1399
[2] http://mitsloan.mit.edu/ideas-made-to-matter/you-may-already-have-talent-youre-looking?utm_source=mitsloantwitter&utm_medium=social&utm_campaign=talent

Top URLs in Tweet in G4:
[4] https://youtube.com/watch?v=V2MgTd
[2] https://www.breitbart.com/the-media/2019/02/16/networks-refuse-cover-senates-no-russia-collusion-report/
[2] https://www.youtube.com/watch?v=V2MgTd3LgB0

[1] https://twitter.com/love4thegameak/status/1095563543364087808
[1] https://twitter.com/tribunal_watch/status/1096944793215733760

Top URLs in Tweet in G6:
[28] https://www.digital-war.org
[6] https://www.digital-war.org/
[4] https://www.digital-war.org/blog/2019/2/13/the-uks-plans-for-drone-swarm-squadrons-what-does-gavin-williamson-mean-by-william-merrin
[1] https://www.digital-war.org/issue-1
[1] https://www.show.org.uk
[1] https://www.digital-war.org/board
[1] https://twitter.com/DigitalWarJnl/status/1095972163566428160
[1] https://www.digital-war.org/digital-war-introduction
[1] https://www.eventbrite.co.uk/e/digital-war-symposium-tickets-56427766970
[1] https://www.digital-war.org/blog/2019/2/10/digital-war-symposium

Top URLs in Tweet in G7:
[1] https://www.aninews.in/news/world/asia/pulwama-terror-attack-will-throw-regions-into-flames-of-war-altaf-hussain20190216200336/
[1] https://twitter.com/SaadAbedine/status/1096177729471500288

Top URLs in Tweet in G8:
[2] https://www.bloomberg.com/news/articles/2019-02-11/a-russian-neighbor-has-cybersecurity-lessons-for-the-rest-of-us

Top URLs in Tweet in G9:
[1] https://twitter.com/1hairyman/status/1097225325627338752
[1] https://www.adweek.com/digital/the-most-disturbing-booth-at-ces-is-actually-an-ad-for-netflixs-new-sci-fi-show/

Top URLs in Tweet in G10:
[1] https://www.bloomberg.com/news/articles/2019-02-11/a-russian-neighbor-has-cybersecurity-lessons-for-the-rest-of-us

Top Domains
Top Domains in Tweet in Entire Graph:
[52] amazon.com
[44] digital-war.org
[37] trib.al
[34] mybook.to
[27] twitter.com
[26] cdkeys.com
[22] youtube.com
[21] variety.com
[15] medium.com
[11] mit.edu

Top Domains in Tweet in G2:
[2] sueddeutsche.de
[1] xing.com

Top Domains in Tweet in G3:
[10] amazon.com
[9] twitter.com
[8] cdkeys.com
[8] mybook.to
[7] digitalmusicnews.com
[7] medium.com
[5] variety.com
[4] zeit.de
[4] slickdeals.net
[4] theguardian.com

Top Domains in Tweet in G4:
[6] youtube.com
[2] breitbart.com
[2] twitter.com

Top Domains in Tweet in G6:
[42] digital-war.org
[2] twitter.com
[1] org.uk
[1] co.uk

Top Domains in Tweet in G7:
[1] aninews.in
[1] twitter.com

Top Domains in Tweet in G8:
[2] bloomberg.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] copyright
[97] wwg1wga
[97] digitalarmy
[68] security
[28] digitalwar
[23] goldenglobe
[21] digital
[15] kindle
[14] audible
[14] northkorea



Top Hashtags in Tweet in G1:
[2] exo

Top Hashtags in Tweet in G2:
[318] copyright
[1] uploadfilter
[1] artikel13

Top Hashtags in Tweet in G3:
[13] digital
[11] kindle
[5] audible
[5] northkorea
[4] supernatural
[3] digitalart
[3] artist
[3] digitalartist
[3] marvel
[3] russia

Top Hashtags in Tweet in G4:
[97] digitalarmy
[96] wwg1wga
[3] tribunalwatch

Top Hashtags in Tweet in G5:
[1] mesmarvelcinefx
[1] yosoyxavi

Top Hashtags in Tweet in G6:
[27] digitalwar

Top Hashtags in Tweet in G7:
[2] pulwamaattack
[1] pakistan
[1] losebalochistan
[1] pulvama
[1] israel
[1] iran

Top Hashtags in Tweet in G8:
[1] security

Top Hashtags in Tweet in G9:
[1] maga
[1] jussiesmolletthoax
[1] trumptv

Top Hashtags in Tweet in G10:
[66] security
[1] digital
[1] defendingdemocracy
[1] hybridwar
[1] euelections2019

Top Words
Top Words in Tweet in Entire Graph:
[3604] Words in Sentiment List#1: Positive
[940] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[70084] Non-categorized Words
[74629] Total Words
[2125] digital
[1587] war
[1212] 4
[1170] 3
[1153] 1

Top Words in Tweet in G1:
[1129] exo
[1127] digital
[1127] album
[1127] music
[1127] 1
[1127] 2
[1127] love
[1127] 3
[1126] 100m
[1125] overlordexo

Top Words in Tweet in G2:
[636] bis
[326] war
[324] senficon
[322] dorobaer
[320] simonhurtz
[320] netzpolitik
[318] bertelsmann
[318] ende
[318] jeder
[318] gegen

Top Words in Tweet in G3:
[193] war
[142] digital
[29] 4
[25] one
[20] xbox
[17] s
[16] royalty
[13] kindle
[12] 1
[12] download

Top Words in Tweet in G4:
[205] tribunal_watch
[115] digital
[106] war
[102] army
[99] genflynn
[99] duty
[97] digitalarmy
[96] new
[96] qdrop
[96] real

Top Words in Tweet in G5:
[191] avagofrac
[96] gana
[96] cassette
[96] guardianes
[96] galaxia
[96] playera
[96] infinity
[96] war
[96] sigue
[96] cinefx_digital

Top Words in Tweet in G6:
[66] something
[51] digitalwarjnl
[49] journal
[42] war
[38] new
[33] digital
[28] field
[27] born
[27] digitalwar
[27] palgravejournal

Top Words in Tweet in G7:
[31] war
[22] ani_digital
[20] ani
[11] pakistan
[7] digital
[7] pak
[6] against
[5] india
[4] attack
[4] want

Top Words in Tweet in G8:
[177] s
[82] karolcummins
[60] estonia
[60] online
[60] militia
[60] offers
[60] advice
[59] one
[59] russia
[59] neighbors

Top Words in Tweet in G9:
[21] war
[20] realdonaldtrump
[16] digital
[7] trump
[6] guy
[6] memetic
[6] warfare
[6] successful
[6] general
[6] troll

Top Words in Tweet in G10:
[135] s
[67] one
[67] russia
[67] neighbors
[67] security
[67] lessons
[67] rest
[67] estonia
[67] online
[67] militia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1129] digital,album
[1125] overlordexo,exo
[1125] exo,digital
[1125] album,streaming
[1125] streaming,count
[1125] count,xiami
[1125] xiami,music
[1125] music,china
[1125] china,1
[1125] 1,xoxo

Top Word Pairs in Tweet in G1:
[1127] digital,album
[1124] overlordexo,exo
[1124] exo,digital
[1124] album,streaming
[1124] streaming,count
[1124] count,xiami
[1124] xiami,music
[1124] music,china
[1124] china,1
[1124] 1,xoxo

Top Word Pairs in Tweet in G2:
[320] dorobaer,netzpolitik
[318] senficon,bis
[318] bis,dorobaer
[318] netzpolitik,bis
[318] bis,bertelsmann
[318] bertelsmann,ende
[318] ende,war
[318] war,jeder
[318] jeder,gegen
[318] gegen,copyright

Top Word Pairs in Tweet in G3:
[16] war,4
[16] xbox,one
[14] 4,xbox
[13] war,digital
[11] gears,war
[10] infinity,war
[10] digital,download
[9] digital,war
[9] u,s
[8] world,war

Top Word Pairs in Tweet in G4:
[96] new,qdrop
[96] qdrop,war
[96] war,real
[96] real,tribunal_watch
[96] tribunal_watch,join
[96] join,digital
[96] digital,army
[96] army,wwg1wga
[96] wwg1wga,genflynn
[96] genflynn,digitalarmy

Top Word Pairs in Tweet in G5:
[96] gana,cassette
[96] cassette,guardianes
[96] guardianes,galaxia
[96] galaxia,playera
[96] playera,infinity
[96] infinity,war
[96] war,sigue
[96] sigue,cinefx_digital
[96] cinefx_digital,avagofrac
[95] avagofrac,gana

Top Word Pairs in Tweet in G6:
[33] digital,war
[27] field,born
[27] born,digitalwar
[27] digitalwar,palgravejournal
[26] digitalwarjnl,field
[24] new,journal
[24] journal,digital
[14] delighted,officially
[14] officially,announce
[14] announce,establishment

Top Word Pairs in Tweet in G7:
[17] ani_digital,ani
[3] against,pakistan
[3] war,against
[3] bhak_bhosdike,ani_digital
[2] terror,attack
[2] imrankhanpti,few
[2] few,pak
[2] pak,active
[2] active,social
[2] social,media

Top Word Pairs in Tweet in G8:
[60] estonia,s
[60] online,militia
[60] militia,offers
[60] offers,advice
[59] one,russia
[59] russia,s
[59] s,neighbors
[59] neighbors,security
[59] security,lessons
[59] lessons,rest

Top Word Pairs in Tweet in G9:
[11] digital,war
[6] realdonaldtrump,memetic
[6] memetic,warfare
[6] warfare,successful
[6] successful,general
[6] general,troll
[6] troll,trolls
[6] trolls,sun
[6] sun,trump
[6] trump,art

Top Word Pairs in Tweet in G10:
[67] one,russia
[67] russia,s
[67] s,neighbors
[67] neighbors,security
[67] security,lessons
[67] lessons,rest
[67] rest,estonia
[67] estonia,s
[67] online,militia
[67] militia,offers

Top Replied-To
Top Replied-To in Entire Graph:
@ani_digital
@teamcheese2
@wgaeast
@darealmastalin
@desivigyan
@avishekpanda5
@zwingy_de
@robertliefeld
@rusembindia
@digital_pimp_

Top Replied-To in G2:
@zwingy_de
@scub4
@horstwilmes
@geronimo_draws
@darthsquig
@sz_digital

Top Replied-To in G4:
@joelcheney

Top Replied-To in G6:
@drbvaler

Top Replied-To in G7:
@ani_digital
@desivigyan
@avishekpanda5
@rusembindia
@sardesairajdeep
@b8bunty
@daljit_singh05
@zartajgulwazir
@imrankhanpti
@leomanojk310

Top Replied-To in G9:
@fuctupmike
@m2madness
@enigmawerner
@realdonaldtrump
@lisamei62
@just2bizi
@santapatriot

Top Mentioned
Top Mentioned in Entire Graph:
@overlordexo
@senficon
@dorobaer
@simonhurtz
@netzpolitik
@tribunal_watch
@genflynn
@avagofrac
@cinefx_digital
@karolcummins

Top Mentioned in G1:
@overlordexo
@weareoneexo
@b_hundred_hyun
@layzhang

Top Mentioned in G2:
@senficon
@dorobaer
@simonhurtz
@netzpolitik
@kommunedigital
@thomas_michl
@habbel
@anncathrin87
@rgies
@agileverwaltung

Top Mentioned in G3:
@katrintae

Top Mentioned in G4:
@tribunal_watch
@genflynn
@joelcheney
@cordicon
@crooklyniii
@chapulincolored

Top Mentioned in G5:
@avagofrac
@cinefx_digital

Top Mentioned in G6:
@digitalwarjnl
@palgravejournal
@william_merrin
@warmatters
@digita
@ajbousquet
@ahjackman
@chrisfogarty16
@newsprof1
@gavinwilliamson

Top Mentioned in G7:
@ani
@ani_digital
@narendramodi
@meaindia
@bhak_bhosdike
@tajinderbagga
@imrankhanpti
@its_arun1
@newindia_rt
@mfa_russia

Top Mentioned in G8:
@karolcummins
@defenddemocracy

Top Mentioned in G9:
@realdonaldtrump
@painefultruths
@brianhassine
@danscavino
@saracarterdc
@seanhannity
@fbi
@john_f_kennnedy
@fuctupmike
@m2madness

Top Mentioned in G10:
@defenddemocracy
@karolcummins

Top Tweeters
Top Tweeters in Entire Graph:
@cyberdomain
@cybertoolsbooks
@geoffrey_payne
@jiocare
@4prina
@raymond_norman
@cnnnews18
@woitekj
@twicexonation_
@captainamerica

Top Tweeters in G1:
@twicexonation_
@niestellarkase
@hh_teetyeh
@vilbib1511
@nyingyingg
@dbsj_kings
@nattamon0212
@ppangss_
@pcaxz_
@ktycxxx

Top Tweeters in G2:
@schmidtlepp
@morvjn
@heiderosie
@steph80335
@marie_laveau_
@fotokunst66
@hexaflexagon
@textundblog
@frecklesfairy
@wiese_r

Top Tweeters in G3:
@cyberdomain
@cybertoolsbooks
@3ative
@joeytweetsit
@udealu
@noticierouniv
@davidlogan2020
@abinmbr
@aubadge
@shashanks3007

Top Tweeters in G4:
@woitekj
@lattydian
@biegenzahn
@marilyn2617
@melanieusn1979
@goodnightma
@annie_amountain
@deberdoo000
@freenaynow
@spradlinok

Top Tweeters in G5:
@aiejandro_esva
@nanokabina
@soyalexcampos
@i_mblanca
@duamila97
@marixch22
@trujis
@moni010786
@sxrcasmz
@lerxst_alex

Top Tweeters in G6:
@forcesreviewuk
@airminded
@drbexl
@ric_cole
@warmatters
@nicolasloubet
@paullev
@mikedwyermike
@lawdavf
@bwiedwards

Top Tweeters in G7:
@cnnnews18
@indiatoday
@httweets
@indianexpress
@timesofindia
@newsx
@ani
@the_hindu
@toiindianews
@pib_india

Top Tweeters in G8:
@ndylan1
@wellness4you13
@melissajpeltier
@karolcummins
@lauriespoon
@isa97
@thenakedparty
@vcoon53
@midusamom
@audreygarden

Top Tweeters in G9:
@nbcla
@tanyagkasim
@viking_smithv
@real2offendisok
@fleurcompassion
@pwoodfall
@newthor
@lapidostrous
@langanmary
@ohroyalone

Top Tweeters in G10:
@samhainnight
@planetscape
@lindakws1
@stunnedvoter
@frankie1654
@garrettruby
@hewasahero
@dankaszeta
@utleyjacobite
@ybbkaren


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