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Raytheon_2020-02-12_06-16-03.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2020
Short Description:
Raytheon via NodeXL http://bit.ly/3bD53Ai
@public_citizen
@waltshaub
@raytheon
@realdonaldtrump
@redmojavestudio
@trairongthomas
@vividconfusion
@bibbi02374449
@karen_kams56
@danpeacock12

Top hashtags:
#raytheon
#ravenclaw
#infragard
#demdebate
#coronavirus

Description:
Description
The graph represents a network of 5,447 Twitter users whose tweets in the requested range contained "Raytheon", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 February 2020 at 14:17 UTC.

The requested start date was Wednesday, 12 February 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 3-day, 23-hour, 7-minute period from Saturday, 08 February 2020 at 01:32 UTC to Wednesday, 12 February 2020 at 00:39 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 : 5447
Unique Edges : 5830
Edges With Duplicates : 658
Total Edges : 6488
Number of Edge Types : 4
MentionsInRetweet : 4588
Replies to : 465
Mentions : 1009
Tweet : 426
Self-Loops : 426
Reciprocated Vertex Pair Ratio : 0.00681460772322209
Reciprocated Edge Ratio : 0.013536966331135
Connected Components : 428
Single-Vertex Connected Components : 181
Maximum Vertices in a Connected Component : 4198
Maximum Edges in a Connected Component : 5135
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.757775
Graph Density : 0.000194239808697049
Modularity : 0.778764
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,447 Twitter users whose tweets in the requested range contained "Raytheon", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 February 2020 at 14:17 UTC.

The requested start date was Wednesday, 12 February 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 3-day, 23-hour, 7-minute period from Saturday, 08 February 2020 at 01:32 UTC to Wednesday, 12 February 2020 at 00:39 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 : Raytheon
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:
[80] https://www.raytheon.com/capabilities/products/airdominance?utm_content=PS_202002071023_001_001_&utm_source=twitter&linkId=81945769
[49] https://studentveterans.org/index.php?option=com_content&view=article&layout=edit&id=761&linkId=81311633&utm_source=TWITTER&utm_medium=PAID&utm_content=5E3844FFE4E88968A0C00507&utm_term=IDS&utm_campaign=SEAPOWER-SPY6-----&ga:adContent=5E3844FFE4E88968A0C00507&linkId=81688560
[23] https://tucson.com/news/local/raytheon-chooses-tucson-for-headquarters-of-combined-missiles-defense-unit/article_ee884dfe-4489-11ea-8617-6b5185c6107b.html
[23] https://www.raytheon.com/capabilities/products/airdominance?utm_source=twitter&utm_medium=organic&utm_campaign=AIRDOM&utm_content=RMS___AIRDOM_AIRDOM____SGSHOW_&utm_id=3101066395_3103331136_4&linkId=81946189
[21] https://qz.com/1795127/raytheon-engineer-arrested-for-taking-us-missile-defense-secrets-to-china/
[15] https://www.raytheon.com/news/feature/arming_the_f-35?utm_source=TWITTER&utm_medium=PAID&utm_content=5E3DB27171D1F659A794FB80&utm_term=RMS&utm_campaign=PRECISIONWPNS-AIM9X-AMRAAM-JSM-JSOW-PAVEWAY-STORMBREAKER-----&ga:adContent=5E3DB27171D1F659A794FB80&linkId=81945503
[10] https://www.defensenews.com/digital-show-dailies/singapore-airshow/2020/02/10/lockheed-raytheon-amid-companies-skipping-singapore-airshow-amid-coronavirus-fears/?utm_campaign=Socialflow+DFN&utm_source=twitter.com&utm_medium=social
[9] https://www.raytheon.com/news/feature/electronic-warfare-laptop
[9] https://news.freeptomaineradio.com/
[7] https://www.theepochtimes.com/engineer-at-us-defense-contractor-charged-for-taking-missile-defense-secrets-to-china_3224122.html

Top URLs in Tweet in G1:
[1] https://twitter.com/RBReich/status/1227271490745204737
[1] https://twitter.com/sarahlazare/status/1225960549219020800

Top URLs in Tweet in G3:
[78] https://www.raytheon.com/capabilities/products/airdominance?utm_content=PS_202002071023_001_001_&utm_source=twitter&linkId=81945769
[49] https://studentveterans.org/index.php?option=com_content&view=article&layout=edit&id=761&linkId=81311633&utm_source=TWITTER&utm_medium=PAID&utm_content=5E3844FFE4E88968A0C00507&utm_term=IDS&utm_campaign=SEAPOWER-SPY6-----&ga:adContent=5E3844FFE4E88968A0C00507&linkId=81688560
[23] https://tucson.com/news/local/raytheon-chooses-tucson-for-headquarters-of-combined-missiles-defense-unit/article_ee884dfe-4489-11ea-8617-6b5185c6107b.html
[21] https://www.raytheon.com/capabilities/products/airdominance?utm_source=twitter&utm_medium=organic&utm_campaign=AIRDOM&utm_content=RMS___AIRDOM_AIRDOM____SGSHOW_&utm_id=3101066395_3103331136_4&linkId=81946189
[14] https://www.raytheon.com/news/feature/arming_the_f-35?utm_source=TWITTER&utm_medium=PAID&utm_content=5E3DB27171D1F659A794FB80&utm_term=RMS&utm_campaign=PRECISIONWPNS-AIM9X-AMRAAM-JSM-JSOW-PAVEWAY-STORMBREAKER-----&ga:adContent=5E3DB27171D1F659A794FB80&linkId=81945503
[8] https://www.defensenews.com/digital-show-dailies/singapore-airshow/2020/02/10/lockheed-raytheon-amid-companies-skipping-singapore-airshow-amid-coronavirus-fears/?utm_campaign=Socialflow+DFN&utm_source=twitter.com&utm_medium=social
[5] https://www.raytheon.com/news/feature/arming_the_f-35?utm_source=twitter&utm_medium=organic&utm_campaign=PRECISIONWPNS&utm_content=RMS___PRECISIONWPNS_AIM9X_AMRAAM_JSM_JSOW_PAVEWAY_STORMBREAKER_____SGSHOW_&utm_id=3101070474_3103336271_4&linkId=81946187
[3] https://www.aviationtoday.com/2020/02/07/raytheon-sees-mars-stars-as-enablers-to-app-based-future-for-u-s-air-traffic/?utm_campaign=coschedule&utm_source=twitter&utm_medium=AvionicsMag&utm_content=Raytheon
[3] Sees
[3] MARS,

Top URLs in Tweet in G4:
[9] https://news.freeptomaineradio.com/
[5] https://www.defensenews.com/digital-show-dailies/singapore-airshow/2020/02/10/lockheed-raytheon-amid-companies-skipping-singapore-airshow-amid-coronavirus-fears/
[4] https://tickeron.com/app/social/tickers/RTN/overview/?utm_source=twitter_free&utm_medium=news&utm_campaign=TICKER_SUMMARY&utm_term=Stock_34262_RTN&utm_content=category_20_Aerospace%20%26%20Defense
[3] https://qz.com/1795127/raytheon-engineer-arrested-for-taking-us-missile-defense-secrets-to-china/
[2] https://asianaviation.com/wuhan-coronavirus-organisers-cancel-abace-singapore-airshow-to-go-on-other-events-cancelled/
[2] https://www.straitstimes.com/world/united-states/lockheed-martin-drops-out-of-singapore-airshow-over-coronavirus-concerns
[2] https://www.reuters.com/article/us-china-health-singapore-airshow-pentag/pentagon-official-lockheed-martin-pull-out-of-singapore-airshow-as-virus-alert-level-raised-idUSKBN2011Z9
[2] https://twitter.com/Raytheon/status/1224443781522477060
[2] https://blog.executivebiz.com/2020/02/raytheon-eyes-software-based-approach-to-transform-air-traffic-mgmt/
[2] https://financenews.site/cramers-lightning-round-youve-got-to-own-raytheon/

Top URLs in Tweet in G5:
[7] https://www.raytheon.com/news/feature/electronic-warfare-laptop
[3] http://www.targetedjustice.com/
[2] https://www.raytheon.com/capabilities/products
[1] https://www.raytheon.com/ourcompany/global
[1] https://qz.com/1795127/raytheon-engineer-arrested-for-taking-us-missile-defense-secrets-to-china/
[1] https://www.amazon.com/LVFEIER-Radiation-Conductive-Shielding-Protection/dp/B078W36CNK/ref=mp_s_a_1_6?keywords=titan+faraday+fabric+kit&qid=1581279410&sr=8-6
[1] https://twitter.com/karen_kams56/status/1225848004546060288
[1] https://twitter.com/raytheon/status/1224443781522477060

Top URLs in Tweet in G6:
[2] https://twitter.com/liz_franczak/status/1226240205255933952?s=19
[1] https://www.forbes.com/sites/williamhartung/2019/06/19/will-raytheon-derail-pentagon-reform/
[1] https://twitter.com/45rapedkatie5/status/1226472423119347713
[1] https://twitter.com/repadamschiff/status/1226272990217809920
[1] https://www.youtube.com/watch?v=Sn21dV0qPrE


Top URLs in Tweet in G7:
[1] https://twitter.com/ROHLL5/status/1225980842226462720

Top URLs in Tweet in G8:
[3] https://www.airspace-review.com/2020/02/09/pentagon-lockheed-martin-dan-raytheon-batal-hadir-di-singapore-airshow-2020/
[2] https://www.defensenews.com/digital-show-dailies/singapore-airshow/2020/02/10/lockheed-raytheon-amid-companies-skipping-singapore-airshow-amid-coronavirus-fears/?utm_campaign=Socialflow+DFN&utm_source=twitter.com&utm_medium=social
[1] https://www.reuters.com/article/china-health-singapore-airshow-pentagon/update-4-pentagon-official-lockheed-martin-pull-out-of-singapore-airshow-idUSL1N2A70TI
[1] https://www.straitstimes.com/world/united-states/lockheed-martin-drops-out-of-singapore-airshow-over-coronavirus-concerns
[1] https://www.reuters.com/article/us-china-health-singapore-airshow-pentag-idUSKBN2011Z9
[1] https://news.clearancejobs.com/2020/02/06/engineer-violates-itar-and-gets-arrested/?utm_source=twitter-post&utm_medium=clearancejobs-social&utm_campaign=cybersecurity
[1] https://twitter.com/ClearanceJobs/status/1225888239564791814

Top URLs in Tweet in G9:
[6] https://slate.com/news-and-politics/2019/07/mark-esper-defense-secretary-raytheon-lobbyist.html
[1] https://twitter.com/eceverett1/status/1226554701073829888?s=21
[1] https://twitter.com/eceverett1/status/1226554701073829888
[1] https://qz.com/1795127/raytheon-engineer-arrested-for-taking-us-missile-defense-secrets-to-china/

Top URLs in Tweet in G10:
[2] https://www.defensenews.com/congress/2019/07/15/pentagon-nominee-esper-a-former-raytheon-lobbyist-must-extend-recusal/
[2] https://www.military.com/daily-news/2019/07/16/esper-refuses-recuse-himself-raytheon-matters-secdef-confirmation-hearing.html
[2] https://www.washingtonexaminer.com/business/raytheon-takeover-worries-cost-conscious-trump
[2] https://www.law360.com/articles/1211081/raytheon-can-t-charge-gov-t-for-lobbying-salary-costs
[1] https://www.youtube.com/watch?v=Nd7aIESn8kU&feature=youtu.be

[1] https://twitter.com/lostdogs20/status/1227061628245401600
[1] http://www.wbur.org/bostonomix/2018/04/25/raytheon-gmd-hypersonic-vehicles
[1] https://www.youtube.com/watch?v=SCKNa94kzNY&feature=youtu.be

[1] https://twitter.com/dollymad1812/status/1223712181591494656
[1] https://www.opensecrets.org/pacs/lookup2.php?strID=C00097568

Top Domains
Top Domains in Tweet in Entire Graph:
[142] raytheon.com
[103] twitter.com
[49] studentveterans.org
[26] qz.com
[25] tucson.com
[22] defensenews.com
[18] freeptomaineradio.com
[13] youtube.com
[9] aviationtoday.com
[8] co.uk

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

Top Domains in Tweet in G3:
[122] raytheon.com
[49] studentveterans.org
[25] tucson.com
[22] twitter.com
[8] defensenews.com
[6] aviationtoday.com
[4] mediaroom.com
[4] youtube.com
[4] defence24.pl
[3] crows.org

Top Domains in Tweet in G4:
[34] twitter.com
[18] freeptomaineradio.com
[6] instagram.com
[6] defensenews.com
[4] co.uk
[4] bizjournals.com
[4] defenseworld.net
[4] seekingalpha.com
[4] theretirementgroup.com
[4] tickeron.com

Top Domains in Tweet in G5:
[10] raytheon.com
[3] targetedjustice.com
[2] twitter.com
[1] qz.com
[1] amazon.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] forbes.com
[1] youtube.com

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

Top Domains in Tweet in G8:
[3] airspace-review.com
[2] reuters.com
[2] defensenews.com
[1] straitstimes.com
[1] clearancejobs.com
[1] twitter.com

Top Domains in Tweet in G9:
[6] slate.com
[2] twitter.com
[1] qz.com

Top Domains in Tweet in G10:
[7] youtube.com
[3] twitter.com
[2] defensenews.com
[2] military.com
[2] washingtonexaminer.com
[2] law360.com
[1] wbur.org
[1] opensecrets.org
[1] tampabay.com
[1] bloomberg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[118] raytheon
[68] ravenclaw
[65] infragard
[29] demdebate
[22] coronavirus
[13] defexpo2020
[12] stem
[11] campaign2020
[8] india
[8] women



Top Hashtags in Tweet in G3:
[13] defexpo2020
[8] raytheon
[6] m903
[6] wisła
[6] radar
[6] forindiafromindia
[4] gps
[4] missile
[3] excalibur
[3] hsw

Top Hashtags in Tweet in G4:
[22] raytheon
[7] lockheedmartin
[5] coronavirus
[5] stockmarket
[5] news
[4] stock
[4] technicalanalysis
[4] money
[4] trading
[4] investing

Top Hashtags in Tweet in G5:
[64] raytheon
[63] ravenclaw
[63] infragard
[1] raytheonweapon
[1] serialkillers
[1] notouchtorture
[1] terrorism
[1] nonlethalweapons
[1] canadastalkers
[1] stalking

Top Hashtags in Tweet in G6:
[1] allofus4warren
[1] bernieorbust
[1] billionaireslivesmatter
[1] primaryadamschiff
[1] berniesanders

Top Hashtags in Tweet in G7:
[2] raytheon
[2] ravenclaw
[2] infragard

Top Hashtags in Tweet in G8:
[5] coronavirus
[1] understandable
[1] foreignmilitarysales
[1] fms
[1] sgairshow2020
[1] singaporeairshow2020

Top Hashtags in Tweet in G10:
[3] raytheon
[2] ukraine
[1] shame
[1] maddow
[1] lastword
[1] nevertrusta21strepublican
[1] complict
[1] complicitcorruptgop
[1] esper
[1] vindmanisahero

Top Words
Top Words in Tweet in Entire Graph:
[2083] Words in Sentiment List#1: Positive
[880] Words in Sentiment List#2: Negative
[39] Words in Sentiment List#3: Angry/Violent
[116429] Non-categorized Words
[119393] Total Words
[6767] runs
[5077] lobbyist
[4383] raytheon
[2137] esper
[1694] exec

Top Words in Tweet in G1:
[6493] runs
[4864] lobbyist
[1624] exec
[1622] coal
[1622] epa
[1622] pharma
[1622] hhs
[1622] oil
[1621] doi
[1621] raytheon

Top Words in Tweet in G2:
[2083] esper
[1069] raytheon
[1045] waltshaub
[1042] non
[1042] qualified
[1042] company
[1041] integrity
[1041] resign
[1041] over
[1041] treatment

Top Words in Tweet in G3:
[491] raytheon
[115] one
[114] air
[100] dominance
[99] word
[99] confidence
[58] navy
[54] know
[52] usnavy
[51] news

Top Words in Tweet in G4:
[217] raytheon
[66] rtn
[66] co
[32] market
[32] rating
[30] result
[29] surprised
[29] changed
[26] lockheed
[26] singapore

Top Words in Tweet in G5:
[73] karen_kams56
[68] target
[64] #raytheon
[63] #ravenclaw
[63] appears
[63] #infragard
[63] vermin
[63] use
[63] phones
[63] tablets

Top Words in Tweet in G6:
[64] raytheon
[31] elizabeth
[28] campaign
[24] presidential
[24] ewarren
[19] warren
[17] philosophrob
[15] donations
[12] accept
[12] vp

Top Words in Tweet in G7:
[93] system
[92] danpeacock12
[92] documented
[92] aerosols
[92] ground
[86] complete
[86] created
[86] planes
[86] surveillance
[86] plus

Top Words in Tweet in G8:
[77] lockheed
[70] companies
[44] raytheon
[39] pulled
[39] martin
[38] singapore
[38] airshow
[35] show
[33] presence
[32] include

Top Words in Tweet in G9:
[5] judicialwatch
[5] raytheon
[4] charliekirk11
[3] federalistno78
[3] forthegoodman
[3] bluepopcorn8
[3] dollfinish
[3] maewest52499669
[3] rockyshorz
[3] tenachtommy

Top Words in Tweet in G10:
[47] raytheon
[21] esper
[18] esperdod
[15] portlusglam
[14] barbmcquade
[12] over
[11] dollymad1812
[10] realize
[10] explains
[10] nsa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5031] lobbyist,runs
[1700] raytheon,lobbyist
[1692] exec,runs
[1679] coal,lobbyist
[1679] runs,epa
[1679] pharma,exec
[1679] runs,hhs
[1678] oil,lobbyist
[1678] runs,doi
[1678] doi,raytheon

Top Word Pairs in Tweet in G1:
[4864] lobbyist,runs
[1624] exec,runs
[1622] coal,lobbyist
[1622] runs,epa
[1622] epa,pharma
[1622] pharma,exec
[1622] runs,hhs
[1622] hhs,oil
[1621] oil,lobbyist
[1621] runs,doi

Top Word Pairs in Tweet in G2:
[1042] non,qualified
[1042] qualified,raytheon
[1042] raytheon,company
[1041] esper,integrity
[1041] integrity,resign
[1041] resign,over
[1041] over,treatment
[1041] treatment,vindman
[1041] vindman,esper
[1041] esper,non

Top Word Pairs in Tweet in G3:
[100] air,dominance
[99] dominance,one
[99] one,word
[99] word,confidence
[98] raytheon,air
[49] know,navy
[49] navy,student
[49] student,veteran
[49] veteran,share
[49] share,news

Top Word Pairs in Tweet in G4:
[61] raytheon,co
[58] co,rtn
[29] rtn,surprised
[29] surprised,market
[29] changed,rating
[19] singapore,airshow
[16] lockheed,martin
[10] lockheed,raytheon
[10] rating,buy
[10] buy,raytheon

Top Word Pairs in Tweet in G5:
[63] #raytheon,#ravenclaw
[63] #ravenclaw,appears
[63] appears,#infragard
[63] #infragard,vermin
[63] vermin,use
[63] use,target
[63] target,phones
[63] phones,tablets
[62] karen_kams56,#raytheon
[62] tablets,lapto

Top Word Pairs in Tweet in G6:
[23] presidential,campaign
[14] elizabeth,warren
[12] warren,accept
[12] accept,donations
[12] donations,vp
[12] vp,raytheon
[12] raytheon,presidential
[12] campaign,elizabeth
[11] philosophrob,elizabeth
[11] elizabeth,wa

Top Word Pairs in Tweet in G7:
[86] documented,complete
[86] complete,system
[86] system,created
[86] created,aerosols
[86] aerosols,planes
[86] planes,ground
[86] ground,surveillance
[86] surveillance,plus
[85] danpeacock12,documented
[85] plus,rad

Top Word Pairs in Tweet in G8:
[39] lockheed,martin
[38] singapore,airshow
[33] companies,pulled
[31] 70,companies
[31] pulled,show
[31] show,total
[31] total,those
[31] those,companies
[31] companies,include
[31] include,major

Top Word Pairs in Tweet in G9:
[3] forthegoodman,bluepopcorn8
[3] bluepopcorn8,dollfinish
[3] dollfinish,maewest52499669
[3] maewest52499669,rockyshorz
[3] rockyshorz,tenachtommy
[3] tenachtommy,rikpik2
[3] rikpik2,ausanon2
[3] ausanon2,mah4203
[2] federalistno78,forthegoodman
[2] mah4203,nemo_gr

Top Word Pairs in Tweet in G10:
[10] realize,explains
[10] explains,nsa
[10] nsa,refusal
[10] refusal,hand
[10] hand,over
[10] over,documents
[10] documents,addition
[10] addition,russia
[10] russia,small
[10] small,group

Top Replied-To
Top Replied-To in Entire Graph:
@raytheon
@ewarren
@barbmcquade
@toughsf
@karen_kams56
@yanatooth
@esperdod
@repadamschiff
@dollymad1812
@waltshaub

Top Replied-To in G2:
@waltshaub

Top Replied-To in G3:
@raytheon
@toughsf
@tea4gunssc
@ccrealmusical
@firezstarter1
@mil_std
@senmcsallyaz
@richard62308363
@mike_pence
@seapowermag

Top Replied-To in G5:
@karen_kams56
@bibbi02374449
@lizactivate
@s_guilbeault
@ecceveryday
@imati2ru
@usreplong
@kkc117
@meganncunningh3
@mayorbowser

Top Replied-To in G6:
@ewarren
@repadamschiff
@jimmy_dore
@berniesanders
@hollyblomberg
@raytheon
@bhweststl
@backstrapfever3
@kjoerwin
@ithika0399

Top Replied-To in G7:
@nws
@danpeacock12

Top Replied-To in G9:
@forthegoodman
@elysia4w
@woodmanjnrn
@onlyme_q_
@rmh6977
@stevenfretz1
@mauiboy90704
@judicialwatch
@babereflex_8

Top Replied-To in G10:
@barbmcquade
@esperdod
@dollymad1812
@billkristol
@youtube
@urocklive1
@senwarren
@kypros_47
@francie_berens
@maddow

Top Mentioned
Top Mentioned in Entire Graph:
@public_citizen
@waltshaub
@raytheon
@danpeacock12
@karen_kams56
@pravinsawhney
@usnavy
@msdnctv
@robletofire
@lockheedmartin

Top Mentioned in G1:
@public_citizen

Top Mentioned in G2:
@waltshaub
@public_citizen
@manmet80
@lennieveee
@vikki8806

Top Mentioned in G3:
@raytheon
@usnavy
@lockheedmartin
@senmcsallyaz
@mil_std
@blackengineer
@usairforce
@seapowermag
@defence24pl
@cmdbdl

Top Mentioned in G4:
@radutudora3
@contractspy

Top Mentioned in G5:
@karen_kams56
@bibbi02374449
@potus
@dmills3710
@pot
@tifvision
@realdonaldtrump
@xkeyscore1
@ffti_org
@nilsmelzer

Top Mentioned in G6:
@philosophrob
@ewarren
@berniesanders
@humanistreport
@angelgrace58
@rokhanna
@foxandfriends
@public_citizen
@lustigsandi
@barricko_bama

Top Mentioned in G7:
@danpeacock12
@nws
@karen_kams56
@lucaswa05792703

Top Mentioned in G8:
@jeffmartindc
@jamie_freed
@thebaseleg
@sgairshow
@mmillerbbc
@drtimhuxley
@raestimr
@defencetechasia
@burgessct
@defense_news

Top Mentioned in G9:
@judicialwatch
@charliekirk11
@federalistno78
@bluepopcorn8
@dollfinish
@maewest52499669
@rockyshorz
@tenachtommy
@rikpik2
@ausanon2

Top Mentioned in G10:
@portlusglam
@esperdod
@youtube
@dollymad1812
@barbmcquade
@billkristol
@urocklive1
@jodotcom
@waltshaub
@raytheon

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@kompascom
@marcodacostafx
@odio_nao
@koltovskoyyakov
@libertad717
@klm
@defendressofsan
@raybae689
@1denmadrid

Top Tweeters in G1:
@odio_nao
@1denmadrid
@tim_fargo
@ligayaloyola
@eykis
@lovetogive2
@windmillcharger
@riskyliberal
@lacunalingua
@sapphixy

Top Tweeters in G2:
@manmet80
@rachel_mcrea
@anthonybourque
@phendricks71
@marthalynneowe1
@micjojd
@oufenix
@sylviaz1913
@mtmarilyn2
@jentromans

Top Tweeters in G3:
@libertad717
@raybae689
@onahunttoday
@paramilipic
@connnutmeg
@williamlharbuck
@betramobet
@bryan700
@ambeautifulshow
@awdisa1

Top Tweeters in G4:
@koltovskoyyakov
@rocketnews1
@marketcurrents
@crweworld
@troubleddays
@tickeron
@stiripesurse_ro
@donmckenzie
@researchpool
@protradersnews

Top Tweeters in G5:
@g_ozzy
@dmills3710
@anonymous4835
@fleshnchrome
@malcolmnance
@deanobeidallah
@amuamu032
@mollygalt
@fluentindetail
@mickyleaks_mgr

Top Tweeters in G6:
@amorgaia
@barricko_bama
@emmasegasture
@hardlytimes
@russonpolitics
@tikirose
@kjoerwin
@breitbartnews
@trekkerteach12
@hollyblomberg

Top Tweeters in G7:
@organic2016
@lillys_news
@word_in_edgewis
@journeysnonnie
@truthseeker6761
@royalistajoe
@jeffreymadwisc
@graydaygamer
@jfdaws
@laurar77

Top Tweeters in G8:
@sandi_childs
@jetcitystar
@websterelizabet
@bbcworld
@shanuahluwalia
@jjpearso64
@janesepmeier
@callingastro424
@jamesgardnerone
@tamraraven

Top Tweeters in G9:
@miltonespinozaf
@dollfinish
@sxdoc
@freenaynow
@heywood98
@christinepolon1
@lindawarriorgal
@jensen4truth
@vinnieburket
@bluepopcorn8

Top Tweeters in G10:
@jodotcom
@deesbarbara
@tassajarard
@rleas
@dollymad1812
@maryfabulous3
@gigicmka
@urocklive1
@cottonwood100
@taragolf1


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