#InternationalRelations, Twitter, 1/7/2020 9:46:27 AM, 219861


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#InternationalRelations_2020-01-06_21-37-02.xlsx
#InternationalRelations_2020-01-06_21-37-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2020
Short Description:
#InternationalRelations via NodeXL http://bit.ly/2twXRnX
@xtinataft
@ga_richardson
@umlandandreas
@water_steve
@fletcherschool
@websecurityit
@joseph_malekela
@saddiiqoktoobar
@ecpr
@newamerican_ix

Top hashtags:
#internationalrelations
#politics
#2019review

Description:
Description
The graph represents a network of 357 Twitter users whose tweets in the requested range contained "#InternationalRelations", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 January 2020 at 05:37 UTC.

The requested start date was Tuesday, 07 January 2020 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, 9-hour, 32-minute period from Tuesday, 24 December 2019 at 03:19 UTC to Monday, 06 January 2020 at 12:51 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 : 357
Unique Edges : 319
Edges With Duplicates : 214
Total Edges : 533
Number of Edge Types : 4
Tweet : 197
MentionsInRetweet : 177
Mentions : 145
Replies to : 14
Self-Loops : 197
Reciprocated Vertex Pair Ratio : 0.032967032967033
Reciprocated Edge Ratio : 0.0638297872340425
Connected Components : 127
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 95
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.763743
Graph Density : 0.00221886507411954
Modularity : 0.57294
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 357 Twitter users whose tweets in the requested range contained "#InternationalRelations", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 January 2020 at 05:37 UTC.

The requested start date was Tuesday, 07 January 2020 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, 9-hour, 32-minute period from Tuesday, 24 December 2019 at 03:19 UTC to Monday, 06 January 2020 at 12:51 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 : #InternationalRelations
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://carnegieendowment.org/files/Iran_Cyber_Final_Full_v2.pdf
[6] https://forms.gle/ZcCu2417ACH21Lj67
[5] https://www.foreignaffairs.com/lists/2019-12-19/best-books-2019?utm_medium=social&utm_source=twitter_cta&utm_campaign=cta_share_buttons
[5] https://spacewatch.global/2019/12/bleddyn-bown-spacewatchgl-oped-my-2019-in-a-review-by-bleddyn-bowen/
[3] https://www.embl.de/jobs/searchjobs/index.php?ref=EBI01569
[3] https://www.youtube.com/watch?v=18WhGN-xs40&feature=youtu.be

[3] http://efarmnewsar.com/
[2] https://filling-space.com/2018/11/16/nations-compete-in-the-space-club/
[2] https://www.rt.com/news/477028-pompeo-visit-kazakhstan-geopolitical-reasons/
[2] https://www.youtube.com/watch?v=3EhtFmtuVug


Top URLs in Tweet in G1:
[2] https://topnotchconsulting.wordpress.com/
[2] https://www.rt.com/news/477028-pompeo-visit-kazakhstan-geopolitical-reasons/
[2] https://filling-space.com/2018/11/16/nations-compete-in-the-space-club/
[1] https://www.linkedin.com/slink?code=dbi3TZE
[1] https://www.nytimes.com/2019/12/23/world/europe/russia-putin.html
[1] https://twitter.com/techreview/status/1209363623069593601
[1] https://www.freedompopradio.com/2018/01/fpr-blog-95-right-and-left-get-together.html
[1] https://www.freedompopradio.com
[1] https://www.cfr.org/article/2019-hot-spots-year-eleven-maps?utm_medium=social_owned&utm_source=tw&utm_content=122519
[1] https://www.cde.ual.es/en/eeas-vacancy-fg-ii-contract-agents/

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/slink?code=d7pP2sg
[1] https://www.linkedin.com/slink?code=d8CuquR
[1] https://www.facebook.com/events/556232091598258/
[1] https://www.linkedin.com/slink?code=dM6vxCz
[1] https://www.linkedin.com/slink?code=dbUNyjY
[1] https://www.linkedin.com/slink?code=db4ydb5

Top URLs in Tweet in G5:
[8] https://carnegieendowment.org/files/Iran_Cyber_Final_Full_v2.pdf
[2] https://www.linkedin.com/slink?code=g55a77t
[1] https://www.linkedin.com/slink?code=d6b7cfn
[1] https://www.linkedin.com/slink?code=g4BJbUw

Top URLs in Tweet in G6:
[6] https://forms.gle/ZcCu2417ACH21Lj67

Top URLs in Tweet in G7:
[1] https://www.timeshighereducation.com/features/new-world-disorder-academys-role-upholding-internationalism
[1] https://fletcher.admissions.tufts.edu/register/deadlinechat2020

Top URLs in Tweet in G9:
[1] https://ecpr.eu/Events/SectionDetails.aspx?SectionID=912&EventID=132
[1] https://ecpr.eu/Events/SectionDetails.aspx?SectionID=908&EventID=132

Top URLs in Tweet in G10:
[2] http://rangelprogram.org/summer-enrichment-program/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[271] internationalrelations
[21] politics
[21] 2019review
[21] astropolitics
[20] diplomacã©
[15] economics
[15] china
[14] timun2020
[12] diplomacy
[11] middleeast



Top Hashtags in Tweet in G1:
[123] internationalrelations
[20] diplomacã©
[9] apcompgov
[7] conferenceinkualalumpur
[7] internationalmun
[7] malaysia
[6] conferenceinmalaysia
[6] identitycrisis
[6] kualalumpur
[6] studyinkualalumpur

Top Hashtags in Tweet in G2:
[2] internationalrelations
[1] mba
[1] changetheworld
[1] cyberbullying
[1] identity
[1] organizedcrime
[1] digital
[1] media
[1] mafia
[1] diplomats

Top Hashtags in Tweet in G3:
[5] canzuk
[5] internationalrelations
[2] uk
[2] brexit
[2] eu
[1] queensrealms
[1] cdnpoli
[1] auspol
[1] nzpol
[1] ukpoli

Top Hashtags in Tweet in G4:
[7] internationalrelations
[7] ukraine
[3] децентрализация
[3] украина
[3] россия
[3] политика
[3] russian
[3] russia
[2] internacional
[2] spps

Top Hashtags in Tweet in G5:
[10] infosec
[10] australian
[10] nationalsecurity
[10] challenges
[8] cyberthreat
[8] espionage
[8] sabotage
[8] revenge
[3] cyberwarfare
[3] internationalrelations

Top Hashtags in Tweet in G6:
[14] timun2020
[5] arusha
[3] yunatz
[3] modelunitednations
[3] youth
[3] internationalrelations
[3] internationalglobalnetwork
[3] tanzania
[3] sdgs2030
[2] visittanzania

Top Hashtags in Tweet in G7:
[8] climatechange
[8] gradschools
[2] deadline
[2] internationalrelations
[1] fletcherdean
[1] fletcheradmit
[1] gradschool
[1] internationalaffairs

Top Hashtags in Tweet in G8:
[10] realistic
[10] economics
[10] internationalrelations
[10] developmentstudies
[1] article

Top Hashtags in Tweet in G9:
[8] ecprgc20
[6] china
[2] internationalrelations
[2] networks
[2] ordering
[1] europeanpolitics
[1] foreignpolicy
[1] politicalsociology

Top Hashtags in Tweet in G10:
[2] careersthatmatter
[2] diplomacy
[2] internationalrelations
[2] foreignaffairs

Top Words
Top Words in Tweet in Entire Graph:
[170] Words in Sentiment List#1: Positive
[144] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[7696] Non-categorized Words
[8010] Total Words
[270] #internationalrelations
[34] 2019
[28] 2020
[25] iran
[25] world

Top Words in Tweet in G1:
[123] #internationalrelations
[20] #diplomacã
[18] šï
[9] #apcompgov
[7] #conferenceinkualalumpur
[7] #internationalmun
[7] #malaysia
[7] god
[6] year
[6] #conferenceinmalaysia

Top Words in Tweet in G2:
[6] realamberheard
[5] brianlazek
[4] xtinataft
[4] cle
[4] thebadass_army
[4] ccrinitiative
[4] nicolearbour
[4] knowbody1185
[4] _d_a_n_i_e_l__b
[4] bkstyl3

Top Words in Tweet in G3:
[6] canzuk
[5] society
[5] #canzuk
[5] #internationalrelations
[3] moderating
[3] need
[3] canzuknews
[2] elected
[2] #uk
[2] integral

Top Words in Tweet in G4:
[7] #internationalrelations
[7] #ukraine
[3] umlandandreas
[3] forumistorii
[3] #децентрализация
[3] #украина
[3] #россия
[3] #политика
[3] #russian
[3] ibidem11

Top Words in Tweet in G5:
[10] #infosec
[10] citizens
[10] frontline
[10] actors
[10] todayâ
[10] #nationalsecurity
[10] #challenges
[10] need
[10] engaged
[8] ready

Top Words in Tweet in G6:
[14] #timun2020
[11] apply
[8] joseph_malekela
[6] applications
[6] still
[6] open
[5] those
[5] know
[5] held
[5] #arusha

Top Words in Tweet in G7:
[8] fletcherschool
[8] conversation
[8] around
[8] vision
[8] fletcher
[8] #climatechange
[8] future
[8] #gradschools
[4] #internationalrelatiâ
[3] #internationalrelati

Top Words in Tweet in G8:
[11] waa
[11] ama
[10] #realistic
[10] nasiib
[10] daro
[10] qof
[10] dhammeeyay
[10] #economics
[10] #internationalrelations
[10] #developmentstudies

Top Words in Tweet in G9:
[8] #ecprgc20
[8] section
[8] politics
[6] ecpr
[6] world
[6] order
[6] featuring
[6] powerful
[6] china
[6] unfold

Top Words in Tweet in G10:
[8] deadline
[8] rangel
[8] summer
[8] enrichment
[8] program
[8] february
[8] 2020
[8] more
[8] information
[8] apply

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] second,op'ed
[21] op'ed,holiday
[21] holiday,season
[21] season,series
[21] series,2019
[21] 2019,review
[21] review,dr
[21] dr,bleddyn
[21] bleddyn,bowen
[21] bowen,#2019review

Top Word Pairs in Tweet in G1:
[20] #diplomacã,#internationalrelations
[18] #internationalrelations,šï
[8] #apcompgov,#internationalrelations
[7] #conferenceinkualalumpur,#internationalrelations
[7] #internationalrelations,#internationalmun
[6] #conferenceinmalaysia,#conferenceinkualalumpur
[6] #kualalumpur,#malaysia
[6] #malaysia,#studyinkualalumpur
[5] #youthpower,#identitycrisis
[5] #identitycrisis,#diversity

Top Word Pairs in Tweet in G2:
[4] realamberheard,cle
[4] cle,thebadass_army
[4] thebadass_army,ccrinitiative
[4] ccrinitiative,nicolearbour
[4] nicolearbour,knowbody1185
[4] knowbody1185,brianlazek
[4] brianlazek,_d_a_n_i_e_l__b
[4] _d_a_n_i_e_l__b,bkstyl3
[3] xtinataft,realamberheard
[3] bkstyl3,kapla

Top Word Pairs in Tweet in G3:
[4] canzuk,society
[2] #uk,integral
[2] integral,part
[2] part,transnational
[2] transnational,canzuk
[2] society,#brexit
[2] #brexit,enables
[2] enables,#canzuk
[2] #canzuk,emerge
[2] emerge,moderating

Top Word Pairs in Tweet in G4:
[3] forumistorii,#децентрализация
[3] #децентрализация,#украина
[3] #украина,#россия
[3] #россия,#политика
[3] #политика,#internationalrelations
[3] #internationalrelations,#ukraine
[3] #ukraine,#russian
[3] ibidem11,columbiaup
[2] umlandandreas,forumistorii
[2] call,editor

Top Word Pairs in Tweet in G5:
[10] citizens,frontline
[10] frontline,actors
[10] actors,todayâ
[10] todayâ,#nationalsecurity
[10] #nationalsecurity,#challenges
[10] #challenges,need
[10] need,engaged
[8] ready,know
[8] know,enemy
[8] enemy,iran

Top Word Pairs in Tweet in G6:
[6] applications,still
[6] still,open
[5] those,know
[5] know,#timun2020
[5] #timun2020,held
[5] held,#arusha
[5] #arusha,facts
[5] facts,apply
[4] applied,attend
[4] attend,#timun2020

Top Word Pairs in Tweet in G7:
[8] conversation,around
[8] around,vision
[8] vision,fletcher
[8] fletcher,#climatechange
[8] #climatechange,future
[8] future,#gradschools
[7] fletcherschool,conversation
[4] #gradschools,#internationalrelatiâ
[3] #gradschools,#internationalrelati
[2] still,lingering

Top Word Pairs in Tweet in G8:
[10] #realistic,waa
[10] waa,nasiib
[10] nasiib,daro
[10] daro,qof
[10] qof,dhammeeyay
[10] dhammeeyay,#economics
[10] #economics,#internationalrelations
[10] #internationalrelations,#developmentstudies
[10] #developmentstudies,ama
[10] ama,cilmiga

Top Word Pairs in Tweet in G9:
[8] #ecprgc20,section
[6] world,order
[6] order,featuring
[6] featuring,powerful
[6] powerful,china
[6] china,unfold
[6] unfold,#ecprgc20
[6] section,rising
[6] rising,#china
[6] #china,politics

Top Word Pairs in Tweet in G10:
[8] deadline,rangel
[8] rangel,summer
[8] summer,enrichment
[8] enrichment,program
[8] program,february
[8] february,2020
[8] 2020,more
[8] more,information
[8] information,apply
[6] rangelprogram,deadline

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@spacewatchgl
@saddiiqoktoobar
@joseph_malekela
@fletcherschool
@water_steve
@canzuk
@rangelprogram
@ecpr
@foreignaffairs
@newamerican_ix

Top Mentioned in G2:
@realamberheard
@brianlazek
@xtinataft
@cle
@thebadass_army
@ccrinitiative
@nicolearbour
@knowbody1185
@_d_a_n_i_e_l__b
@bkstyl3

Top Mentioned in G3:
@canzuk
@canzuknews
@lugey6
@morrisons
@conservatives
@brexitparty_uk
@brexit_support
@brexitparty_mcr
@justintrudeau
@scottmorrisonmp

Top Mentioned in G4:
@umlandandreas
@ibidem11
@columbiaup
@forumistorii
@dgapev
@apsatweets
@aseeestudies
@basees
@dvpw
@aaus_says

Top Mentioned in G5:
@water_steve
@newamerican_ix
@danaphamau
@infosecsw

Top Mentioned in G6:
@joseph_malekela
@muntanz
@muntanzania
@yuna_tz

Top Mentioned in G7:
@fletcherschool
@rkyte365
@jg_the
@timeshighered
@cierp_fletcher

Top Mentioned in G8:
@saddiiqoktoobar

Top Mentioned in G9:
@ecpr
@alexdukalskis
@sennmartin
@stoecklkristina

Top Mentioned in G10:
@rangelprogram

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ratingsnetwork
@cybersec_feeds
@annoula64
@morrisons
@washingtonpost
@malikanura876
@jimmy_the_newb
@adriansysnet
@toxzak

Top Tweeters in G1:
@malikanura876
@adriansysnet
@palomabeise
@amibelart
@bostonreview
@docfbpe
@freedompopradio
@eurotopics_en
@cricketwales
@politucation

Top Tweeters in G2:
@jimmy_the_newb
@toxzak
@raidersmera
@_d_a_n_i_e_l__b
@google
@futureshift
@splcenter
@xtinataft
@nicolearbour
@lindadhoward

Top Tweeters in G3:
@morrisons
@smh
@ga_richardson
@gingermarauder
@bevanshields
@buchanan17
@justintrudeau
@conservatives
@ajssaveouruk
@rsskeptic

Top Tweeters in G4:
@umlandandreas
@terekmedia
@ecfr
@columbiaup
@aseeestudies
@konflikt_sicher
@apsatweets
@dgapev
@osteuropakanal
@basees

Top Tweeters in G5:
@sectest9
@cybersec_feeds
@websecurityit
@slotsqueen3
@cybersecurityn8
@gdprai
@retweet49751068
@securityxtv
@water_steve
@newamerican_ix

Top Tweeters in G6:
@badrujumah
@victoriacharlz
@jr_masaki
@joseph_malekela
@jenzifikra
@yuna_tz
@curiousnilla
@muntanzania
@kp_maximillian
@allymwamzola

Top Tweeters in G7:
@timeshighered
@fletcherschool
@jg_the
@rkyte365
@lindsayhammes
@rockfordw
@cierp_fletcher
@williams_katz
@girlindc
@fletcherlawllm

Top Tweeters in G8:
@jamamusse
@ibrahimnolosha
@soomaalilaan
@iqraabukar
@fbosmani
@saddiiqoktoobar
@arkecabdiqaadir
@ismaiguruxibra1
@forum_readers
@planningok

Top Tweeters in G9:
@stefanverena
@ecpr
@leejunhyoung
@alexdukalskis
@lauraktaylorphd
@sennmartin
@franzeder
@polsciuibk
@stoecklkristina

Top Tweeters in G10:
@auc31
@msb616
@apsiainfo
@robertsreport
@goglobalfiu
@munatlschol
@rangelprogram