Trump NATO spending, Twitter, 8/22/2019 11:46:12 PM, 207553


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Trump NATO spending_2019-08-22_14-30-51.xlsx
Trump NATO spending_2019-08-22_14-30-51.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 22, 2019
Short Description:
Trump NATO spending via NodeXL http://bit.ly/2NpSfnf
@realsaavedra
@ddale8
@cyrustoulabi
@realdonaldtrump
@epochtimes
@asheschow
@timfaulkner81
@nato
@syr829
@realmarkkennedy

Top hashtags:
#factcheck
#foxnews
#nato
#trump
#denmark
#news
#greenland
#germany

Description:
Description
The graph represents a network of 3,730 Twitter users whose recent tweets contained "Trump NATO spending", 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 Thursday, 22 August 2019 at 23:32 UTC.

The tweets in the network were tweeted over the 9-day, 9-hour, 16-minute period from Tuesday, 13 August 2019 at 11:54 UTC to Thursday, 22 August 2019 at 21:10 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 : 3730
Unique Edges : 4007
Edges With Duplicates : 410
Total Edges : 4417
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.000989119683481701
Reciprocated Edge Ratio : 0.00197628458498024
Connected Components : 185
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 2182
Maximum Edges in a Connected Component : 2365
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.594262
Graph Density : 0.000291031024856264
Modularity : 0.672577
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[43] https://www.zerohedge.com/news/2019-08-21/trump-hammers-nasty-greenland-pm-knocks-nato-spending
[31] https://www.foxnews.com/politics/trump-turns-up-heat-on-denmark-over-nato-spending-after-greenland-offer-spurned
[21] https://www.infowars.com/trump-hammers-nasty-greenland-pm-knocks-nato-spending/
[8] https://www.politifact.com/truth-o-meter/statements/2018/jul/12/donald-trump/donald-trump-misleads-us-defense-spending-nato-bud/
[8] https://foreignpolicy.com/2017/05/25/trump-nato-meeting-brussels-defense-spending-transatlantic-alliance/
[8] https://www.telegraph.co.uk/news/2019/01/27/nato-members-increase-defence-spending-100-billion-donald-trump/
[6] https://www.nytimes.com/2017/05/26/world/europe/nato-trump-spending.html
[5] https://www.newswars.com/trump-hammers-nasty-greenland-pm-knocks-nato-spending/
[5] http://time.com/5335111/donald-trump-nato-spending-facts/?xid=tcoshare
[5] https://www.businessinsider.com/how-nato-budget-is-funded-2018-7?utm_source=twitter&utm_medium=referral&utm_content=topbar&utm_term=desktop&referrer=twitter

Top URLs in Tweet in G1:
[1] https://www.infowars.com/trump-hammers-nasty-greenland-pm-knocks-nato-spending/
[1] https://www.foxnews.com/politics/trump-turns-up-heat-on-denmark-over-nato-spending-after-greenland-offer-spurned
[1] https://www.foxnews.com/politics/trump-turns-up-heat-on-denmark-over-nato-spending-after-greenland-offer-spurned?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://www.cnn.com/2018/07/12/politics/trump-nato-spending-claims-reaction-intl/index.html

Top URLs in Tweet in G3:
[4] https://www.politifact.com/truth-o-meter/statements/2018/jul/12/donald-trump/donald-trump-misleads-us-defense-spending-nato-bud/
[3] https://www.nytimes.com/2017/05/26/world/europe/nato-trump-spending.html
[1] https://www.nytimes.com/2019/03/19/world/europe/germany-nato-spending-target.html
[1] https://www.usnews.com/news/world/articles/2019-04-03/natos-increases-in-defense-spending-have-little-to-do-with-trump?context=amp
[1] https://www.npr.org/2018/07/09/627417425/greece-is-one-of-few-nato-members-to-have-met-defense-spending-goal
[1] https://www.iiss.org/blogs/military-balance/2018/07/us-and-nato-allies-costs-and-value
[1] https://m.washingtontimes.com/news/2019/aug/21/buying-greenland-trump-haters-mock-the-idea-but-ch/
[1] https://foreignpolicy.com/2019/03/10/pentagon-eyes-windfall-as-trump-seeks-750-billion-defense-budget-military/
[1] https://www.npr.org/templates/story/story.php?storyId=628137185&utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.nytimes.com/2018/07/09/us/politics/fact-check-donald-trump-nato-spending.html

Top URLs in Tweet in G4:
[1] https://twitter.com/realDonaldTrump/status/1164228810310426624

Top URLs in Tweet in G5:
[20] https://www.foxnews.com/politics/trump-turns-up-heat-on-denmark-over-nato-spending-after-greenland-offer-spurned
[19] https://www.zerohedge.com/news/2019-08-21/trump-hammers-nasty-greenland-pm-knocks-nato-spending
[14] https://www.infowars.com/trump-hammers-nasty-greenland-pm-knocks-nato-spending/
[5] https://www.newswars.com/trump-hammers-nasty-greenland-pm-knocks-nato-spending/
[3] https://twitter.com/realDonaldTrump/status/1164231651351617536
[1] https://www.jpost.com/International/Germanys-Merkel-reneges-on-NATO-defense-pledge-causing-friction-with-US-598646
[1] https://www.cnbc.com/2018/07/11/trumps-nato-criticism-is-valid-europe-isnt-spending-enough-on-def.html?__source=sharebar|twitter&par=sharebar
[1] https://twitter.com/intent/tweet?url=https://www.politifact.com/truth-o-meter/statements/2018/jul/12/donald-trump/donald-trump-misleads-us-defense-spending-nato-bud/&text=No,%20US%20does%20not%20pay%20for%2070%20or%2090%20percent%20of%20NATO&hashtags=&via=PolitiFact
[1] https://www.huffpost.com/entry/trump-takes-credit-for-nato-boost_n_5b476f35e4b09ef1652b29f7
[1] https://twitter.com/realdonaldtrump/status/1164228810310426624

Top URLs in Tweet in G6:
[1] https://www.theepochtimes.com/trump-notes-denmark-isnt-meeting-nato-commitment-as-spat-over-greenland-intensifies_3051050.html
[1] https://twitter.com/realdonaldtrump/status/1164228805562552326

Top URLs in Tweet in G7:
[14] https://www.zerohedge.com/news/2019-08-21/trump-hammers-nasty-greenland-pm-knocks-nato-spending
[1] https://www.dailywire.com/news/50834/germany-will-now-work-meet-nato-obligations-after-ashe-schow

Top URLs in Tweet in G8:
[1] https://www.vox.com/2019/8/21/20826436/trump-denmark-state-visit-greenland-frederiksen?utm_campaign=vox.social&utm_content=1566412245&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[1] https://twitter.com/moverhaus/status/1162304310308417536

Top Domains
Top Domains in Tweet in Entire Graph:
[43] zerohedge.com
[35] foxnews.com
[21] twitter.com
[21] infowars.com
[12] nytimes.com
[12] politifact.com
[9] foreignpolicy.com
[8] co.uk
[7] businessinsider.com
[6] npr.org

Top Domains in Tweet in G1:
[2] foxnews.com
[1] infowars.com

Top Domains in Tweet in G2:
[1] cnn.com

Top Domains in Tweet in G3:
[6] nytimes.com
[4] politifact.com
[3] npr.org
[1] usnews.com
[1] iiss.org
[1] washingtontimes.com
[1] foreignpolicy.com
[1] pgpf.org
[1] facebook.com
[1] cnn.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[20] foxnews.com
[19] zerohedge.com
[14] infowars.com
[9] twitter.com
[5] newswars.com
[3] facebook.com
[3] trendolizer.com
[2] foxbusiness.com
[2] google.com
[2] linkedin.com

Top Domains in Tweet in G6:
[1] theepochtimes.com
[1] twitter.com

Top Domains in Tweet in G7:
[14] zerohedge.com
[1] dailywire.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[299] factcheck
[16] foxnews
[12] nato
[11] trump
[5] denmark
[5] news
[4] greenland
[3] germany
[2] defensespending
[1] thursdaythoughts



Top Hashtags in Tweet in G3:
[7] factcheck
[1] 25thamedmentnow
[1] usdeficit
[1] trump
[1] dkpol
[1] maga
[1] usarmy
[1] germany
[1] poland

Top Hashtags in Tweet in G4:
[292] factcheck

Top Hashtags in Tweet in G5:
[10] foxnews
[7] trump
[6] nato
[2] germany
[2] denmark
[2] greenland
[1] news
[1] politics
[1] freakout
[1] fail

Top Hashtags in Tweet in G6:
[1] denmark
[1] nato
[1] danish

Top Words
Top Words in Tweet in Entire Graph:
[5836] Words in Sentiment List#1: Positive
[2651] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[152068] Non-categorized Words
[160555] Total Words
[4307] nato
[4031] spending
[3609] trump
[3573] germany
[2306] s

Top Words in Tweet in G1:
[3350] germany
[2085] trump
[2085] spending
[2085] nato
[2083] u
[2083] s
[2083] ambassador
[2083] ric
[2083] grenell
[2083] see

Top Words in Tweet in G2:
[830] nato
[417] trump
[415] falsely
[415] spending
[415] 2015
[415] 2016
[415] countries
[415] 2014
[415] 2
[415] guideline

Top Words in Tweet in G3:
[458] nato
[364] spending
[303] realdonaldtrump
[230] response
[200] trump
[177] countries
[165] defense
[143] president
[134] money
[126] cut

Top Words in Tweet in G4:
[587] spending
[584] obama
[584] agreed
[584] increases
[298] nato
[295] 2
[295] gdp
[295] until
[295] trump
[292] #factcheck

Top Words in Tweet in G5:
[110] nato
[105] trump
[104] spending
[67] greenland
[43] denmark
[43] nasty
[38] hammers
[38] pm
[38] knocks
[29] up

Top Words in Tweet in G6:
[104] nato
[104] spending
[104] trump
[82] 2
[76] president
[74] record
[74] denmark
[74] 1
[74] 35
[74] gdp

Top Words in Tweet in G7:
[97] spending
[97] nato
[97] trump
[92] germany
[74] obligations
[74] president
[65] now
[65] increase
[65] military
[65] won

Top Words in Tweet in G8:
[98] trump
[98] nato
[49] wanted
[49] buy
[49] greenland
[49] denmark
[49] s
[49] prime
[49] minister
[49] mette

Top Words in Tweet in G9:
[37] germany
[34] spending
[34] nato
[34] trump
[29] 1
[29] fair
[29] obama
[29] bush
[29] done
[29] anything

Top Words in Tweet in G10:
[40] poland
[40] t
[40] europe
[20] disagreement
[20] principle
[20] isn
[20] interested
[20] divisions
[20] transatlantic
[20] relations

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2156] u,s
[2136] ambassador,germany
[2123] s,ambassador
[2122] germany,ric
[2122] ric,grenell
[1361] defense,spending
[1317] spending,less
[1312] less,obligations
[1309] germans,spending
[1309] obligations,nato

Top Word Pairs in Tweet in G1:
[2083] u,s
[2083] s,ambassador
[2083] ambassador,germany
[2083] germany,ric
[2083] ric,grenell
[1267] grenell,rips
[1267] rips,germany
[1267] germany,particularly
[1267] particularly,troubling
[1267] troubling,many

Top Word Pairs in Tweet in G2:
[415] trump,falsely
[415] 2015,2016
[415] nato,countries
[413] falsely,nato
[413] nato,members'
[413] members',military
[413] military,spending
[413] spending,going
[413] going,downward
[413] downward,until

Top Word Pairs in Tweet in G3:
[216] realdonaldtrump,nato
[150] defense,spending
[118] cut,defense
[116] graph,president
[116] very,unfair
[115] nato,let's
[115] let's,clear
[115] clear,reasonable
[115] reasonable,response
[115] response,graph

Top Word Pairs in Tweet in G4:
[295] 2,gdp
[292] #factcheck,thanks
[292] thanks,president
[292] president,obama
[292] obama,allies
[292] allies,agreed
[292] agreed,increase
[292] increase,nato
[292] nato,defense
[292] defense,spending

Top Word Pairs in Tweet in G5:
[75] nato,spending
[38] hammers,nasty
[37] pm,knocks
[37] knocks,nato
[36] trump,hammers
[36] nasty,greenland
[36] greenland,pm
[24] up,heat
[23] over,nato
[23] turns,up

Top Word Pairs in Tweet in G6:
[94] nato,spending
[75] president,trump
[74] record,denmark
[74] denmark,1
[74] 1,35
[74] 35,gdp
[74] gdp,nato
[74] spending,wealthy
[74] wealthy,country
[74] country,2

Top Word Pairs in Tweet in G7:
[65] now,germany
[65] germany,increase
[65] increase,military
[65] military,spending
[65] spending,won
[65] won,t
[65] t,meet
[65] meet,nato
[65] nato,obligations
[65] obligations,until

Top Word Pairs in Tweet in G8:
[49] trump,wanted
[49] wanted,buy
[49] buy,greenland
[49] greenland,denmark
[49] denmark,s
[49] s,prime
[49] prime,minister
[49] minister,mette
[49] mette,frederiksen
[49] frederiksen,idea

Top Word Pairs in Tweet in G9:
[29] germany,1
[29] 1,spending
[29] spending,nato
[29] nato,fair
[29] fair,obama
[29] obama,bush
[29] bush,done
[29] done,anything
[29] anything,stop
[29] stop,theft

Top Word Pairs in Tweet in G10:
[20] disagreement,principle
[20] principle,poland
[20] poland,isn
[20] isn,t
[20] t,interested
[20] interested,divisions
[20] divisions,europe
[20] europe,transatlantic
[20] transatlantic,relations
[20] relations,keeping

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@phildecarolis
@commonpatriot
@mattmurph24
@cagney1991
@souljahsingh
@joefreedomlove
@gottalaff
@cherokeesher2
@dancas2

Top Tweeters in G1:
@souljahsingh
@joefreedomlove
@lovtoridemytrek
@davealvord164
@raybae689
@patriotmarie
@starcoreone02
@lauracgilleslil
@amyloukingery
@scribbledpages1

Top Tweeters in G2:
@missb62
@mattmurph24
@gottalaff
@cherokeesher2
@dancas2
@argojournal
@talkintou
@debilu2
@rachel_mcrea
@riskyliberal

Top Tweeters in G3:
@syr829
@chatbycc
@allan_wrestle
@_dralaterdzo
@lrihendry
@debratdmbg
@lladybing
@skepmi
@cabird6
@cnn

Top Tweeters in G4:
@cagney1991
@rhiles2760
@pollsstar
@bistycsross
@amyayers16
@suzanneinlgb
@trumpwatchnews
@teckiegirl
@ethomas3915
@maxrafaelwaller

Top Tweeters in G5:
@billm9
@alenkarabegovic
@therussophile
@tomwoods55
@jackiemcreath1
@ussanews
@fxbooklttg
@dubvnow
@politiciandirec
@emctsprime

Top Tweeters in G6:
@kassandratroy
@melissa31920880
@rockie_springer
@grannygethealth
@simplify77
@miltonespinozaf
@hmmngbrd508
@waywordknight
@novaculus
@cigar_hoe

Top Tweeters in G7:
@phildecarolis
@schwingcat
@icare4america16
@24hrtvmazi
@zerohedge
@danegerus
@rlyor
@tanya10049407
@alabamamangreg
@buzz_commander

Top Tweeters in G8:
@teetweetshere
@corinneam
@vivs1man
@thepowerofmeow
@katgodspell
@oldsoutherndem
@voxdotcom
@cre8tvdeb
@kenn264
@mikalvision

Top Tweeters in G9:
@bluebirdtrini
@eluin_g8
@heidil_rn
@tcarmistead
@clantro
@flconserve941
@lupo4cl2
@aruliusmarcus
@diannecannis9
@clayhostetter1

Top Tweeters in G10:
@twitkcg
@ektrit
@pburdzy
@ezrotehexe
@andrzejdabrowka
@slawomirdebski
@szybszy
@elss_a
@robertmcutler
@kjpiorkowska