RandCorporation, Twitter, 1/4/2019 6:27:21 PM, 180642


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RandCorporation Twitter NodeXL SNA Map and Report for Friday, 04 January 2019 at 18:13 UTC
RandCorporation Twitter NodeXL SNA Map and Report for Friday, 04 January 2019 at 18:13 UTC
From:
Michael__Lieberman
Uploaded on:
January 04, 2019
Short Description:
RandCorporation via NodeXL http://bit.ly/2Twc8sT
@randcorporation
@cengizozakinci
@perry_brubaker
@sinan_0034
@sekohos
@belkatr7
@combatresearch1
@annedelim
@carmaxfraud
@francisjeffrey7

Top hashtags:
#isis
#truthdecay
#alqaeda
#ces2019
#cannabis
#syria
#edchat

Description:
Description
The graph represents a network of 1,088 Twitter users whose recent tweets contained "RandCorporation", 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 Friday, 04 January 2019 at 18:13 UTC.

The tweets in the network were tweeted over the 5-day, 4-hour, 34-minute period from Sunday, 30 December 2018 at 13:38 UTC to Friday, 04 January 2019 at 18:13 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.


Overall Graph Metrics
Vertices : 1088
Unique Edges : 1989
Edges With Duplicates : 1300
Total Edges : 3289
Self-Loops : 187
Reciprocated Vertex Pair Ratio : 0.0426287744227353
Reciprocated Edge Ratio : 0.0817717206132879
Connected Components : 67
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 960
Maximum Edges in a Connected Component : 3157
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.216821
Graph Density : 0.00198536176200011
Modularity : 0.566704
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://twitter.com/RANDCorporation/status/1080278257482645504
[8] https://www.rand.org/blog/2018/12/data-breaches-could-cause-users-to-opt-out-of-sharing.html
[8] https://twitter.com/RANDCorporation/status/1080579239080976385
[8] https://twitter.com/randcorporation/status/1079608595900026880
[7] https://www.rand.org/blog/2018/12/trumps-syria-withdrawal-right-idea-wrong-way-wrong.html
[7] https://www.rand.org/pubs/research_reports/RR2545.html
[6] https://www.rand.org/pubs/research_reports/RR2840.html
[6] https://twitter.com/RANDCorporation/status/1080163810927730688
[5] https://twitter.com/randcorporation/status/1079621178644324354
[5] https://www.rand.org/pubs/research_reports/RR2726.html

Top URLs in Tweet in G1:
[8] https://www.rand.org/blog/2018/12/data-breaches-could-cause-users-to-opt-out-of-sharing.html
[7] https://www.rand.org/blog/2018/12/trumps-syria-withdrawal-right-idea-wrong-way-wrong.html
[6] https://www.rand.org/pubs/research_reports/RR2545.html
[5] https://www.rand.org/pubs/research_reports/RR2726.html
[4] https://www.rand.org/pubs/research_reports/RR2840.html
[4] https://www.rand.org/blog/2019/01/the-united-states-cant-rely-on-turkey-to-defeat-isis.html
[3] https://okt.to/PfsFlo
[3] https://twitter.com/RANDCorporation/status/1080951696782553088
[3] https://www.rand.org/pubs/research_reports/RR2574.html
[3] https://www.rand.org/blog/rand-review/2018/07/more-research-could-help-prevent-gun-violence-in-america.html

Top URLs in Tweet in G2:
[6] https://twitter.com/RANDCorporation/status/1080278257482645504
[1] https://twitter.com/randcorporation/status/1080278257482645504

Top URLs in Tweet in G3:
[2] https://thehill.com/opinion/international/423225-the-us-cant-out-china-china
[2] http://blwrk.co/twtrhmpg
[1] https://www.c-span.org/video/?456415-3/washington-journal-james-dobbins-discusses-top-foreign-policy-stories-2018
[1] https://twitter.com/AmbJohnBolton/status/1081002218269143041
[1] https://www.verkkouutiset.fi/donald-trumpin-syyria-paatos-suurin-virhe-sitten-vietnamin/
[1] https://twitter.com/RANDCorporation/status/1079448035489341440
[1] https://m.youtube.com/watch?v=XsFR8DbSRQE


Top URLs in Tweet in G4:
[3] https://www.rand.org/pubs/research_briefs/RB10051.html
[3] https://twitter.com/randcorporation/status/1079873412816822272
[2] https://www.rand.org/pubs/research_reports/RR2840.html
[2] https://twitter.com/randcorporation/status/1079621178644324354
[1] https://www.rand.org/pubs/research_reports/RR2545.html
[1] https://www.rand.org/pubs/research_reports/RR2314.html
[1] https://twitter.com/RANDCorporation/status/1079872683758694400
[1] https://www.altmetric.com/blog/the-top-20-books-of-2018/
[1] https://medium.com/@rzadek/jennifer-kavanagh-on-fact-based-policymaking-63c00013d0ea?source=user_profile---------2------------------
[1] https://twitter.com/michaeldrich/status/1079842378893021184

Top URLs in Tweet in G5:
[1] http://www.arabnews.com/node/1421266
[1] https://sc.mp/1rjjb
[1] https://pardee.du.edu/sites/default/files/Power%20Codebook%2020180702.pdf

Top URLs in Tweet in G7:
[3] https://twitter.com/RANDCorporation/status/1079621178644324354
[3] https://twitter.com/RANDCorporation/status/1080163810927730688
[3] https://twitter.com/RANDCorporation/status/1080337901932634113
[3] https://twitter.com/RANDCorporation/status/1080278257482645504
[2] https://twitter.com/RANDCorporation/status/1079423876415684608
[2] https://twitter.com/RANDCorporation/status/1079484274565275649
[2] https://twitter.com/RANDCorporation/status/1079872683758694400
[2] https://twitter.com/RANDCorporation/status/1080579239080976385
[2] https://twitter.com/RANDCorporation/status/1080870660576993280
[1] https://twitter.com/RANDCorporation/status/1079448035489341440

Top URLs in Tweet in G8:
[1] https://www.kcrg.com/content/news/American-still-under-surveillance-in-Omaha---503687621.html

Top URLs in Tweet in G9:
[2] http://ncgvr.org
[1] http://ncgvr.org/rfp
[1] https://bit.ly/2BbtV1Z
[1] https://twitter.com/RANDCorporation/status/1079872683758694400
[1] https://twitter.com/gunresearch/status/1078339439569580040

Top URLs in Tweet in G10:
[1] https://twitter.com/Jp55510/status/980215087146283008?s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[194] rand.org
[148] twitter.com
[11] bit.ly
[8] ow.ly
[4] ncgvr.org
[3] okt.to
[3] youtube.com
[2] co.jp
[2] foreignaffairs.com
[2] buff.ly

Top Domains in Tweet in G1:
[177] rand.org
[24] twitter.com
[7] bit.ly
[6] ow.ly
[3] okt.to
[2] buff.ly
[2] youtube.com
[1] c-span.org
[1] ncgvr.org
[1] owl.li

Top Domains in Tweet in G2:
[7] twitter.com

Top Domains in Tweet in G3:
[2] thehill.com
[2] twitter.com
[2] blwrk.co
[1] c-span.org
[1] verkkouutiset.fi
[1] youtube.com

Top Domains in Tweet in G4:
[9] rand.org
[9] twitter.com
[1] altmetric.com
[1] medium.com
[1] smdp.com
[1] shr.lc
[1] theatlantic.com
[1] educationdive.com
[1] talkmedianews.com
[1] ow.ly

Top Domains in Tweet in G5:
[1] arabnews.com
[1] sc.mp
[1] du.edu

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

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

Top Domains in Tweet in G9:
[3] ncgvr.org
[2] twitter.com
[1] bit.ly

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] isis
[17] truthdecay
[14] alqaeda
[9] ces2019
[8] cannabis
[6] syria
[5] edchat
[5] cybersecurity
[4] pittsburgh
[4] sel



Top Hashtags in Tweet in G1:
[10] isis
[5] truthdecay
[5] edchat
[5] cybersecurity
[4] sel
[4] socialcontrol
[4] cyberwar
[3] syria
[3] assad
[3] aetnafoundation

Top Hashtags in Tweet in G2:
[1] türkler

Top Hashtags in Tweet in G3:
[2] syyria
[2] turpo
[2] syria
[1] propaganda
[1] foreignpolicy
[1] wastefraudabuse
[1] illegalaliens
[1] buildthewall
[1] washingtonjournal

Top Hashtags in Tweet in G4:
[12] truthdecay
[8] ces2019
[4] k12
[3] pittsburgh
[1] schools
[1] education
[1] syrian

Top Hashtags in Tweet in G5:
[1] trump
[1] african
[1] russia
[1] china

Top Hashtags in Tweet in G7:
[1] chinesecapitalism
[1] gi5006
[1] timetoinvestinlatinam
[1] סוריה
[1] criminaljustice
[1] lawenforcement
[1] community
[1] police
[1] thefulcrum
[1] syria

Top Hashtags in Tweet in G8:
[2] antitrust
[2] terrorist
[2] jew
[1] posturing
[1] isreally
[1] weapon
[1] arsenal
[1] financialrapists
[1] corrupt
[1] fraud

Top Hashtags in Tweet in G9:
[4] gunpolicy
[1] evidencebasedresearch
[1] gunviolenceresearch

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[27515] Non-categorized Words
[27515] Total Words
[562] randcorporation
[155] ve
[155] bu
[148] cia
[147] 5

Top Words in Tweet in G1:
[259] randcorporation
[69] new
[67] believe
[66] via
[63] isis
[56] more
[52] evidence
[41] de
[39] report
[38] o

Top Words in Tweet in G2:
[149] ve
[143] cia
[142] 5
[140] türkiye
[138] bağlantılı
[138] rand'ın
[138] ürdün
[138] lübnan'daki
[138] 000
[138] 000'dan

Top Words in Tweet in G3:
[82] randcorporation
[75] jim_dobbins
[30] more
[24] amp
[21] cspanwj
[17] china
[16] one
[16] thehill
[16] ali_wyne
[15] atlanticcouncil

Top Words in Tweet in G4:
[61] randcorporation
[31] study
[30] new
[27] research
[21] altmetric
[20] truth
[20] decay
[20] suspensions
[19] great
[18] report

Top Words in Tweet in G5:
[18] technology
[15] anthonyawasom
[14] anzetse
[13] yetnayet1
[13] solomonadersso
[13] abele_a
[13] lopesinsights
[13] cobbo3
[13] alemayehugeda
[13] girumtweets

Top Words in Tweet in G7:
[5] more
[4] trump
[3] s
[3] syria
[3] evidence
[3] good
[3] bir
[2] something
[2] policy
[2] recruiting

Top Words in Tweet in G8:
[4] fbi
[4] randcorporation
[3] right
[2] genmhayden
[2] johnbrennan
[2] usatoday
[2] comey
[2] msnbc
[2] wsj
[2] thejusticedept

Top Words in Tweet in G9:
[32] research
[31] gun
[29] gunresearch
[26] randcorporation
[20] rfp
[20] lja_foundation
[19] monday
[19] launch
[19] first
[19] up

Top Words in Tweet in G10:
[2] pfa809
[2] gavinnewsom
[2] cbsla
[2] kcbskcaldesk
[2] nbcla
[2] knbc4desk
[2] jacknoyesknbc
[2] ktla
[2] abc7
[2] foxla

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[139] cia,bağlantılı
[138] bağlantılı,rand'ın
[138] rand'ın,türkiye
[138] türkiye,ürdün
[138] ürdün,ve
[138] ve,lübnan'daki
[138] lübnan'daki,5
[138] 5,000
[138] 000,000'dan
[138] 000'dan,fazla

Top Word Pairs in Tweet in G1:
[51] via,randcorporation
[28] u,s
[27] live,city
[27] city,controlled
[27] controlled,isis
[27] isis,according
[27] according,randcorporation
[27] randcorporation,senior
[27] senior,policy
[26] new,report

Top Word Pairs in Tweet in G2:
[138] cia,bağlantılı
[138] bağlantılı,rand'ın
[138] rand'ın,türkiye
[138] türkiye,ürdün
[138] ürdün,ve
[138] ve,lübnan'daki
[138] lübnan'daki,5
[138] 5,000
[138] 000,000'dan
[138] 000'dan,fazla

Top Word Pairs in Tweet in G3:
[22] jim_dobbins,randcorporation
[20] randcorporation,jim_dobbins
[20] cspanwj,jim_dobbins
[15] atlanticcouncil,warinstitute
[15] warinstitute,trumanproject
[14] randcorporation,atlanticcouncil
[13] united,states
[13] heathernmadden,anneapplebaum
[13] anneapplebaum,maryanastasiaog
[13] maryanastasiaog,douthatnyt

Top Word Pairs in Tweet in G4:
[20] truth,decay
[16] restorative,practices
[15] new,study
[12] rigorous,objective
[12] objective,research
[11] michaeldrich,altmetric
[11] bodinebaron,helmus
[11] helmus,brianmjenkins
[11] study,looks
[11] student,suspensions

Top Word Pairs in Tweet in G5:
[13] yetnayet1,solomonadersso
[13] solomonadersso,abele_a
[13] abele_a,anzetse
[13] anzetse,lopesinsights
[13] lopesinsights,cobbo3
[13] cobbo3,alemayehugeda
[13] alemayehugeda,girumtweets
[13] girumtweets,goitom_gebrelue
[13] goitom_gebrelue,yohanethio
[13] yohanethio,akorybko

Top Word Pairs in Tweet in G7:
[2] health,care
[2] bir,rapor

Top Word Pairs in Tweet in G8:
[2] fbi,comey
[2] antitrust,terrorist
[2] terrorist,jew
[2] fbi,randcorporation

Top Word Pairs in Tweet in G9:
[19] monday,gunresearch
[19] gunresearch,launch
[19] launch,first
[19] first,rfp
[19] rfp,up
[19] up,10
[19] 10,million
[19] million,funding
[19] funding,gun
[19] gun,violence

Top Word Pairs in Tweet in G10:
[2] pfa809,gavinnewsom
[2] gavinnewsom,cbsla
[2] cbsla,kcbskcaldesk
[2] kcbskcaldesk,nbcla
[2] nbcla,knbc4desk
[2] knbc4desk,jacknoyesknbc
[2] jacknoyesknbc,ktla
[2] ktla,abc7
[2] abc7,foxla
[2] foxla,socalopinion

Top Replied-To
Top Replied-To in Entire Graph:
@randcorporation
@cspanwj
@dzhou108
@mazzenilsson
@firstmail2806
@aliraja_md
@toxicmd013
@a7_fin_swe
@drmehari
@raskassa

Top Replied-To in G1:
@randcorporation
@gorskydmitry
@ttddnn
@becca_wasser
@catofp
@ed4excellence
@skullcaster
@joelwing2
@courtneywmh
@claudferraz

Top Replied-To in G2:
@randcorporation
@fatih_unlu_r

Top Replied-To in G3:
@randcorporation
@cspanwj
@bulwarkonline
@benjaminkrause
@ali_wyne
@bermudagrams
@j_sykes2016
@_jayschneider_
@jfurlan14
@doralmoore

Top Replied-To in G4:
@michaeldrich
@mich11775
@cortney_dc
@jekavanagh

Top Replied-To in G5:
@drmehari
@raskassa
@yetnayet1
@eliasgod

Top Replied-To in G6:
@alanfredendall

Top Replied-To in G8:
@markhertling
@crewcrew
@themossadil
@thenlj

Top Replied-To in G9:
@chrisuggen

Top Replied-To in G10:
@pfa809

Top Mentioned
Top Mentioned in Entire Graph:
@randcorporation
@jim_dobbins
@warinstitute
@gunresearch
@ali_wyne
@altmetric
@andrewmorral
@lja_foundation
@thehill
@atlanticcouncil

Top Mentioned in G1:
@randcorporation
@colinpclarke
@jim_dobbins
@clintlorance
@csba_
@ali_wyne
@jekavanagh
@helmus
@wallacefdn
@michaeldrich

Top Mentioned in G2:
@randcorporation
@kebouskill
@kbkumar_
@sc_culbertson
@shanthinataraj

Top Mentioned in G3:
@jim_dobbins
@randcorporation
@thehill
@atlanticcouncil
@warinstitute
@trumanproject
@ali_wyne
@jeff_jacoby
@heathernmadden
@anneapplebaum

Top Mentioned in G4:
@randcorporation
@altmetric
@jekavanagh
@michaeldrich
@bodinebaron
@helmus
@brianmjenkins
@ppsnews
@intel
@marjorysb

Top Mentioned in G5:
@solomonadersso
@abele_a
@anzetse
@lopesinsights
@cobbo3
@alemayehugeda
@girumtweets
@goitom_gebrelue
@yohanethio
@akorybko

Top Mentioned in G6:
@marcrubydpt
@drelliesomers
@seniorrehab
@icephysio
@nupthms
@amee_s
@margaretdptphd
@ptjedimaster
@carolacourtney1
@babette94279360

Top Mentioned in G8:
@fbi
@randcorporation
@genmhayden
@johnbrennan
@usatoday
@comey
@msnbc
@wsj
@thejusticedept
@stavridisj

Top Mentioned in G9:
@gunresearch
@randcorporation
@lja_foundation
@andrewmorral
@can_sebp

Top Mentioned in G10:
@gavinnewsom
@cbsla
@kcbskcaldesk
@nbcla
@knbc4desk
@jacknoyesknbc
@ktla
@abc7
@foxla
@socalopinion

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@geoffrey_payne
@eaglestarnet
@sixfever
@businessinsider
@thehill
@1loriking
@nvngorgulu
@colakrengin
@theresamax

Top Tweeters in G1:
@geoffrey_payne
@eaglestarnet
@sixfever
@businessinsider
@italianpolitics
@paulmick
@evillysexybitch
@crypto_news___
@franginter
@hlth_literacy

Top Tweeters in G2:
@nvngorgulu
@colakrengin
@nasuhbektas
@rehabasogul
@gocekyat
@sunsea35
@olcaydemir2
@akalayci34
@glade35
@deepnewsmulti

Top Tweeters in G3:
@thehill
@hockeyfangirl12
@overlordtha
@brokenwing2005
@phyddledd
@koippari61
@kennrweeks
@sykescharlie
@ctyankee007
@swidrowwe

Top Tweeters in G4:
@stilgherrian
@luke_j_obrien
@correction2016
@stevebellovin
@misternaxal
@a_kamal_b
@jamietr
@adamhsays
@frangildiaz1
@eddivek12

Top Tweeters in G5:
@lemondefr
@financialtimes
@mohammed222022
@tkarasik
@lightifyco1
@cobbo3
@watertrends
@winslow_r
@beltandroad1
@geoff_p_wade

Top Tweeters in G6:
@jerry_durhampt
@tomgoom
@adammeakins
@karenlitzynyc
@sunsopeningband
@crossfit
@greglehman
@supersoulsunday
@nprhealth
@therapyinsiders

Top Tweeters in G7:
@hanniespice
@creatia
@lawfulplunder
@wowcasanova
@cluckmort
@xincognitoxxx
@juriskazha
@byrdshouse
@leftistcritic
@jsmithlclass

Top Tweeters in G8:
@usatoday
@wsj
@cnn
@theeconomist
@msnbc
@owhnews
@kcrg
@omahasteaks
@crewcrew
@who

Top Tweeters in G9:
@tahfromslc
@roseperson
@houmanitarian
@marcalevin
@haroldpollack
@yrubored
@vixenc
@n00ge8
@mrh12834
@can_sebp

Top Tweeters in G10:
@nbcla
@latimes
@abc7
@ktla
@foxla
@cbsla
@shelbygrad
@socalopinion
@tedlieu
@kcbskcaldesk


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