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lockheedmartin_2021-07-26_19-42-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2021
Short Description:
lockheedmartin via NodeXL https://bit.ly/2TBl0TA
@lockheedmartin
@juddlegum
@roguecitizenone
@athertonkd
@toyot
@sherwoodjarvis
@wmacklawd
@aloksrivasnpc
@georgetsimaras
@thef35

Top hashtags:
#mh60r
#lockheedmartin
#c130j
#luftwaffe
#f35
#defea2021
#indiannavy

Description:
Description
The graph represents a network of 6,829 Twitter users whose tweets in the requested range contained "lockheedmartin", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 27 July 2021 at 02:53 UTC.

The requested start date was Tuesday, 27 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 21-hour, 46-minute period from Wednesday, 14 July 2021 at 02:13 UTC to Tuesday, 27 July 2021 at 00:00 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 : 6829
Unique Edges : 13104
Edges With Duplicates : 16281
Total Edges : 29385
Number of Edge Types : 5
Mentions : 6954
Retweet : 5439
MentionsInRetweet : 15450
Tweet : 243
Replies to : 1299
Self-Loops : 287
Reciprocated Vertex Pair Ratio : 0.00686052034408148
Reciprocated Edge Ratio : 0.013627548613659
Connected Components : 178
Single-Vertex Connected Components : 126
Maximum Vertices in a Connected Component : 6471
Maximum Edges in a Connected Component : 28876
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.571755
Graph Density : 0.000409171129396386
Modularity : 0.378149
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,829 Twitter users whose tweets in the requested range contained "lockheedmartin", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 27 July 2021 at 02:53 UTC.

The requested start date was Tuesday, 27 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 21-hour, 46-minute period from Wednesday, 14 July 2021 at 02:13 UTC to Tuesday, 27 July 2021 at 00:00 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 : lockheedmartin
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:
[45] https://twitter.com/LockheedMartin/status/1417965315347165184
[37] https://twitter.com/JuddLegum/status/1417115272142598148
[32] https://www.youtube.com/watch?v=0Ct_WYunfXI&feature=youtu.be

[29] https://www.janes.com/defence-news/news-detail/pentagon-services-face-unaffordable-f-35-operations-and-sustainment-costs-by-2036
[22] https://twitter.com/juddlegum/status/1417115272142598148
[18] https://cimsec.org/project-trident-call-for-articles-emerging-technology/
[12] http://www.lockheedmartin.com/us.html
[11] https://www.washingtonpost.com/politics/2021/07/15/american-airlines-overturn-election-january-6/
[10] https://www.defenseone.com/business/2021/07/exclusive-interview-lockheeds-ceo-wants-his-company-connect-all-pentagons-weapons/183957/
[9] https://twitter.com/NASA_Gateway/status/1418239415076278273

Top URLs in Tweet in G1:
[32] https://www.youtube.com/watch?v=0Ct_WYunfXI&feature=youtu.be

[22] https://twitter.com/JuddLegum/status/1417115272142598148
[12] https://twitter.com/juddlegum/status/1417115272142598148
[11] http://www.lockheedmartin.com/us.html
[9] https://popular.info/p/lockheed-martin-is-now-the-top-corporate?token=eyJ1c2VyX2lkIjoxNjkyMzYwLCJwb3N0X2lkIjozODkxNjI0MiwiXyI6Ik5wSmwyIiwiaWF0IjoxNjI2NzIyMDUyLCJleHAiOjE2MjY3MjU2NTIsImlzcyI6InB1Yi0xNjY0Iiwic3ViIjoicG9zdC1yZWFjdGlvbiJ9.n6GYel-8gY704xGuVwmjj2rWDRYxyWTVWyYxCPoR2fQ
[7] https://twitter.com/CREWcrew/status/1417612808871727104
[7] https://twitter.com/santiagomayer_/status/1417122684303982597
[5] https://act.boldprogressives.org/whipcount/drain-the-traitors/
[5] https://twitter.com/JuddLegum/status/1415456986674737154
[4] https://careersourceclm.com/candidates/training/apprenticeships/

Top URLs in Tweet in G2:
[6] https://twitter.com/juddlegum/status/1417115272142598148
[4] https://www.airrecognition.com/index.php/news/defense-aviation-news/2021/july/7434-evreux-air-base-receives-its-first-c-130j-super-hercules.html
[4] http://navyrecognition.com/index.php/naval-news/naval-news-archive/2021/10240-naval-news-july-2021-navy-forces-maritime-defense-industry/10458-lockheed-martin-awarded-contract-to-procure-more-mk41-vls.html
[4] https://www.key.aero/article/germanys-first-c-130j-30-rolled-out?utm_content=173925157&utm_medium=social&utm_source=twitter&hss_channel=tw-1070855149
[4] https://youtu.be/EmpgeoApcoo
[4] http://english.defensearabia.com/u-s-army-adds-on-to-lockheed-martin-himars-contract/
[3] https://www.janes.com/defence-news/news-detail/pentagon-services-face-unaffordable-f-35-operations-and-sustainment-costs-by-2036
[3] https://anchor.fm/bharat-shakti/episodes/Indian-Navys-latest-induction---MH60R-SeaHawks-Multi-Mission-Helicopters-e14t6k7
[3] https://www.govconwire.com/2021/07/lockheed-awarded-231m-to-provide-navy-additional-ship-missile-launcher-modules/
[3] https://aagth1.blogspot.com/2021/07/f-35.html

Top URLs in Tweet in G3:
[4] https://popular.info/p/lockheed-martin-is-now-the-top-corporate
[2] https://twitter.com/mackpolitical/status/1365365862283108352
[2] https://twitter.com/mackpolitical/status/1417186165308870667
[2] https://twitter.com/JuddLegum/status/1415456986674737154
[2] https://twitter.com/JuddLegum/status/1417115272142598148
[2] https://twitter.com/bryrsmith/status/1394470243544838151
[1] https://twitter.com/citizenwillis/status/1415753855598579718
[1] https://popular.info/
[1] https://popular.info/p/lockheed-martin-is-now-the-top-corporate?r=1gmlv&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://www.lockheedmartin.com/en-us/who-we-are/leadership-governance.html

Top URLs in Tweet in G4:
[8] https://www.washingtonpost.com/politics/2021/07/15/american-airlines-overturn-election-january-6/
[8] https://twitter.com/washingtonpost/status/1415783881035366405
[5] https://twitter.com/RBReich/status/1416474408546414595
[4] https://twitter.com/JuddLegum/status/1417115272142598148
[3] https://twitter.com/juddlegum/status/1417115272142598148
[3] https://twitter.com/projectlincoln/status/1415779986947063809
[2] https://popular.info/
[2] https://popular.info/p/lockheed-martin-is-now-the-top-corporate
[2] https://www.washingtonpost.com/politics/2021/05/18/clyde-tourist-capitol-riot-photos/
[2] https://twitter.com/juddlegum/status/1415452191712849922

Top URLs in Tweet in G5:
[7] https://twitter.com/NASA_Gateway/status/1418239415076278273
[5] https://www.aiaa.org/events-learning/event/2021/07/20/default-calendar/aiaa-aerospace-perspectives-series-space-sustainability-advancing-the-benefits-to-earth-and-orbit
[4] https://twitter.com/lockheedmartin/status/1415748340889919489
[3] https://www.lockheedmartin.com/en-us/news/features/2021/star-center-transforms-orion-production.html
[3] https://twitter.com/LockheedMartin/status/1417514652154671112
[3] https://twitter.com/lockheedmartin/status/1417514652154671112
[3] https://popular.info/p/lockheed-martin-is-now-the-top-corporate?r=4ti8v&utm_campaign=post&utm_medium=email&utm_source=twitter
[2] https://twitter.com/thegfcc/status/1418202092045443072
[2] https://framethefuture.thegfcc.org/
[2] https://red.msudenver.edu/2021/boldly-going-where-few-universities-have-gone-before.html

Top URLs in Tweet in G6:
[11] https://twitter.com/LockheedMartin/status/1417965315347165184
[6] https://twitter.com/lockheedmartin/status/1417965315347165184
[4] https://twitter.com/JuddLegum/status/1417115272142598148
[4] https://twitter.com/lockheedmartin/status/1417486786905915411
[3] https://twitter.com/LockheedMartin/status/1417486786905915411
[2] https://twitter.com/LockheedMartin/status/1413181082963484679
[2] https://twitter.com/LockheedMartin/status/1417558723149582340
[1] https://lockheed.com/
[1] https://haber-trend.com/news.php?q=MkxjZWNxL0szc0JCM21rZXBNei9aZz09
[1] https://www.lockheedmartin.com/en-us/news/features/2021/Inspiring-The-Next-Generation-of-Women-in-STEM.html

Top URLs in Tweet in G7:
[2] https://www.millioninsights.com/industry-reports/microgrid-market/request-sample?utm_source=Twitter&utm_medium=Social&utm_campaign=MangeshS_20jul21
[1] https://militaryembedded.com/radar-ew/sensors/bae-systems-missile-seekers-chosen-by-lockheed-martin-to-equip-next-gen-antiship-systems
[1] https://twitter.com/defence_star/status/1419516408120201216
[1] https://www.defencestar.in/defence-industry/defence-production/greece-opens-defence-exhibition-athens-defea-2021/5465/
[1] https://www.defencestar.in/aerospace/aviation-news/gtf-engines-saved-5-million-tons-of-carbon-emission-2-billion-litre-fuel-pratt-whitney/5500/
[1] https://www.defencestar.in/military/navy/indian-navy-gets-first-two-mh-60r-helicopters-from-us-navy/5511/
[1] https://www.defencestar.in/military/navy/p-75-i-india-issues-rfp-for-building-six-submarines-for-indian-navy/5522/
[1] https://www.defencestar.in/defence-industry/defence-psus/indias-drdo-develops-high-strength-titanium-alloy/5528/
[1] https://www.marketwatch.com/press-release/military-drone-market-analysis-by-price-trends-top-manufacturers-applications-share-forecast-2021-07-23
[1] https://markets.businessinsider.com/news/stocks/microgrid-market-in-north-america-to-hit-7bn-by-2024-global-market-insights-inc-1027490267

Top URLs in Tweet in G8:
[28] https://twitter.com/LockheedMartin/status/1417965315347165184
[3] https://twitter.com/lockheedmartin/status/1417965315347165184

Top URLs in Tweet in G9:
[2] https://verticalmag.com/press-releases/jim-taiclet-becomes-new-lockheed-martin-president-and-ceo/
[1] https://www.pscp.tv/w/1nAKEAnQeZkKL?t=17
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DzFiqZRPWw_w&q=EgS4SO-bGP7m_YcGIhDJaSi6-SklwZ9-YhFbXTQbMgFy
[1] https://www.globaldefensecorp.com/2021/07/20/israeli-f-35i-adir-hits-the-area-protected-by-s-300-and-s-400-sam-systems-in-syria/
[1] http://eng.mil.ru/en/structure/forces/cosmic.ht

Top URLs in Tweet in G10:
[2] https://arcticdefence.ca/gallery/
[2] https://twitter.com/JuddLegum/status/1417115272142598148
[1] https://www.ctvnews.ca/politics/canada-spends-another-us-71m-on-f-35-amid-calls-to-cancel-fighter-jet-purchase-1.5517876
[1] https://www.lockheedmartin.com/en-us/capabilities/hypersonics.html?gclid=CjwKCAjwruSHBhAtEiwA_qCppgLMbxHIhAOAAt70Xjp9k_BJRp2cYDmBPbV4lgWU3Jz6wj5k5sNNahoCs7wQAvD_BwE
[1] https://www.northropgrumman.com/what-we-do/advanced-weapons/?gclid=CjwKCAjwruSHBhAtEiwA_qCppn4rRbuiCsNfBc7LhRNclo4npItYe588Rwf84J5GvkA0M8T-M6cmWhoCTd8QAvD_BwE
[1] https://twitter.com/senmarkey/status/1417173354218508295
[1] https://twitter.com/santiagomayer_/status/1417122684303982597
[1] https://www.military.com/daily-news/2020/11/17/after-3-failures-pentagon-now-says-it-wont-be-able-produce-clean-audit-until-2027.html
[1] https://www.pogo.org/topics/audit-the-pentagon/
[1] https://m.bild.de/politik/ausland/politik-ausland/china-konzern-will-deutsche-gaming-firma-kaufen-wegen-kriegs-simulationssoftware-77067376,view=amp.bildMobile.html?__twitter_impression=true

Top Domains
Top Domains in Tweet in Entire Graph:
[360] twitter.com
[99] lockheedmartin.com
[57] youtube.com
[41] popular.info
[32] blogspot.com
[30] janes.com
[21] washingtonpost.com
[19] cimsec.org
[12] defenseone.com
[9] key.aero

Top Domains in Tweet in G1:
[102] twitter.com
[40] youtube.com
[28] lockheedmartin.com
[18] popular.info
[8] washingtonpost.com
[5] key.aero
[5] boldprogressives.org
[4] careersourceclm.com
[3] zbiam.pl
[3] facebook.com

Top Domains in Tweet in G2:
[28] twitter.com
[11] lockheedmartin.com
[7] youtube.com
[6] airrecognition.com
[6] navyrecognition.com
[5] insidedefense.com
[5] eurasiantimes.com
[5] govconwire.com
[4] key.aero
[4] youtu.be

Top Domains in Tweet in G3:
[17] twitter.com
[13] popular.info
[1] lockheedmartin.com
[1] wikipedia.org
[1] investopedia.com

Top Domains in Tweet in G4:
[45] twitter.com
[12] washingtonpost.com
[5] popular.info
[2] youtube.com
[2] nytimes.com
[2] wsj.com
[1] earningswhispers.com
[1] justcapital.com
[1] discord.com
[1] radian6.com

Top Domains in Tweet in G5:
[40] twitter.com
[5] aiaa.org
[5] lockheedmartin.com
[3] thegfcc.org
[3] nasa.gov
[3] popular.info
[2] google.com
[2] academia.edu
[2] defenseone.com
[2] msudenver.edu

Top Domains in Tweet in G6:
[57] twitter.com
[27] lockheedmartin.com
[3] merisarkar.com
[2] galaxiamilitar.es
[2] docoh.com
[1] lockheed.com
[1] haber-trend.com
[1] co.nz
[1] aex.ru
[1] tacticalreport.com

Top Domains in Tweet in G7:
[5] defencestar.in
[2] twitter.com
[2] lockheedmartin.com
[2] millioninsights.com
[1] militaryembedded.com
[1] marketwatch.com
[1] businessinsider.com
[1] valdostadailytimes.com

Top Domains in Tweet in G8:
[31] twitter.com

Top Domains in Tweet in G9:
[2] verticalmag.com
[1] pscp.tv
[1] google.com
[1] globaldefensecorp.com
[1] mil.ru

Top Domains in Tweet in G10:
[4] twitter.com
[2] arcticdefence.ca
[1] ctvnews.ca
[1] lockheedmartin.com
[1] northropgrumman.com
[1] military.com
[1] pogo.org
[1] bild.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] mh60r
[187] lockheedmartin
[75] c130j
[57] luftwaffe
[51] f35
[33] defea2021
[33] indiannavy
[32] starfighter
[31] usnavy
[25] projecttrident



Top Hashtags in Tweet in G1:
[34] lockheedmartin
[32] starfighter
[19] nonewfighterjets
[17] lockheedmartinscholar
[11] innovation
[11] climateactionnow
[9] artemis
[9] defea2021
[8] aviation
[8] insurrectionists

Top Hashtags in Tweet in G2:
[187] mh60r
[70] c130j
[52] luftwaffe
[22] usnavy
[21] lockheedmartin
[21] indiannavy
[15] f35
[11] helicopter
[9] aviation
[5] mk41

Top Hashtags in Tweet in G3:
[5] lockheedmartin
[3] overturncitizensunited
[3] gopseditioustraitors
[2] corporategreed
[2] disgusting
[2] pathetic
[2] mi01
[1] votersuppression
[1] republicanlies
[1] supportingtraitors

Top Hashtags in Tweet in G4:
[19] mi01
[8] defundbergman
[4] boycott
[4] boycottthemall
[4] seditioncaucus
[4] neverforgetjanuary6th
[3] boycottlockheedmartin
[3] boycottamericanairlines
[3] insurrection
[3] sedition

Top Hashtags in Tweet in G5:
[8] artemis
[7] intellectualproperty
[7] spacesustainability
[7] space
[6] ar
[6] vr
[6] lucymission
[6] orion
[6] scifi
[5] lucy

Top Hashtags in Tweet in G6:
[63] lockheedmartin
[6] defense
[5] indiannavy
[5] india
[5] defence
[5] news
[4] hasbro
[3] lmt
[3] f35
[3] avgeek

Top Hashtags in Tweet in G7:
[6] india
[5] lockheedmartin
[5] baesystems
[5] defense
[4] defence
[4] boeing
[4] airbus
[4] leonardo
[3] raytheon
[3] science

Top Hashtags in Tweet in G9:
[2] pyedayfriday
[1] pyegonnafly
[1] pyefuel
[1] pyenation
[1] pyehead
[1] pyeaday
[1] pentagon
[1] 3usiness
[1] leadership
[1] indiaideassummit

Top Hashtags in Tweet in G10:
[3] inuvik
[3] canada
[2] january6th
[2] fourthreich
[1] f35
[1] rcaf
[1] lockheedmartin
[1] f35a
[1] nato
[1] norad

Top Words
Top Words in Tweet in Entire Graph:
[6552] lockheedmartin
[3586] juddlegum
[1880] election
[1864] voted
[1850] overturn
[1831] corporate
[1737] republicans
[1608] donated
[1595] 1k
[1504] top

Top Words in Tweet in G1:
[2378] lockheedmartin
[1425] republicans
[1389] juddlegum
[1295] corporate
[1288] top
[1287] election
[1282] donor
[1278] voted
[1275] overturn
[1265] update

Top Words in Tweet in G2:
[885] lockheedmartin
[445] first
[218] multi
[205] over
[204] role
[199] sandhutaranjits
[198] ceremony
[187] #mh60r
[174] attended
[173] handing

Top Words in Tweet in G3:
[1311] 1k
[1174] lockheedmartin
[1100] juddlegum
[855] donated
[771] objectors
[679] republican
[660] june
[652] repmikejohnson
[652] byrondonalds
[639] two

Top Words in Tweet in G4:
[1287] lockheedmartin
[1061] juddlegum
[516] donated
[467] election
[460] voted
[456] overturn
[408] corporate
[391] 5k
[333] toyota
[305] donors

Top Words in Tweet in G5:
[422] lockheedmartin
[161] nasa
[71] northropgrumman
[71] blueorigin
[70] space
[69] jeffbezos
[61] draperlab
[51] nasa_orion
[43] more
[42] time

Top Words in Tweet in G6:
[63] #lockheedmartin
[24] lockheed
[20] martin
[16] lmt
[10] 35
[9] 26
[7] 16
[6] #defense
[6] 2021
[6] one

Top Words in Tweet in G7:
[26] lockheedmartin
[11] baesystemsinc
[8] vlbeindhoven
[6] #india
[5] #lockheedmartin
[5] #baesystems
[5] #defense
[5] nidvnews
[4] board
[4] #defence

Top Words in Tweet in G8:
[81] idea
[81] happens
[81] battlestar
[81] galactica
[80] athertonkd
[4] skynet
[3] juddlegum
[3] update
[3] lockheedmartin
[3] top

Top Words in Tweet in G9:
[13] lockheedmartin
[6] ceo
[6] jim
[6] taiclet
[4] pepsi
[4] boeing
[3] business
[3] space
[3] royalnavy
[3] idf

Top Words in Tweet in G10:
[27] lockheedmartin
[13] gop
[6] juddlegum
[5] rcaf_arc
[5] voted
[5] against
[4] military
[4] aoc
[4] arcticdefence
[4] hercules

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1847] voted,overturn
[1843] overturn,election
[1470] top,corporate
[1470] corporate,donor
[1448] lockheedmartin,top
[1440] republicans,voted
[1436] update,lockheedmartin
[1436] donor,republicans
[1436] election,surpassing
[1433] juddlegum,update

Top Word Pairs in Tweet in G1:
[1278] top,corporate
[1278] corporate,donor
[1274] voted,overturn
[1273] lockheedmartin,top
[1273] overturn,election
[1266] republicans,voted
[1265] juddlegum,update
[1265] update,lockheedmartin
[1265] donor,republicans
[1265] election,surpassing

Top Word Pairs in Tweet in G2:
[204] multi,role
[179] first,lockheedmartin
[176] lockheedmartin,#mh60r
[174] #mh60r,multi
[173] attended,handing
[173] handing,over
[173] over,ceremony
[173] ceremony,first
[165] role,heli
[160] deepening,defence

Top Word Pairs in Tweet in G3:
[763] lockheedmartin,donated
[678] republican,objectors
[651] june,lockheedmartin
[637] donated,two
[637] two,republican
[637] objectors,repmikejohnson
[637] repmikejohnson,1k
[637] 1k,byrondonalds
[637] byrondonalds,1k
[636] juddlegum,june

Top Word Pairs in Tweet in G4:
[454] voted,overturn
[452] overturn,election
[341] juddlegum,lockheedmartin
[313] lockheedmartin,toyota
[306] lockheedmartin,donated
[304] corporate,donors
[242] q2,corporate
[135] gop,objectors
[128] 5k,lockheedmartin
[114] donated,congressman

Top Word Pairs in Tweet in G5:
[59] lockheedmartin,northropgrumman
[58] northropgrumman,draperlab
[58] draperlab,blueorigin
[40] jeffbezos,lockheedmartin
[36] lockheedmartin,defenseone
[34] part,nasa
[31] parts,pieces
[31] pieces,assemblies
[31] assemblies,help
[31] help,produce

Top Word Pairs in Tweet in G6:
[19] lockheed,martin
[3] pac,35
[3] 35,team
[3] team,defeat
[3] defeat,threat
[3] threat,army
[3] army,flight
[3] flight,test
[3] indian,navy
[3] mh,60r

Top Word Pairs in Tweet in G7:
[3] #science,#innovation
[3] #defence,#defense
[3] lockheedmartin,vlbeindhoven
[3] ip,dag
[3] dennisluyt,koninklijkhuis
[3] koninklijkhuis,royalblognl
[3] royalblognl,mas
[3] mas,airbusdefence
[3] airbusdefence,lockheedmartin
[3] lockheedmartin,schiphol

Top Word Pairs in Tweet in G8:
[81] idea,happens
[81] happens,battlestar
[81] battlestar,galactica
[80] athertonkd,idea
[3] juddlegum,update
[3] update,lockheedmartin
[3] lockheedmartin,top
[3] top,corporate
[3] corporate,donor
[3] donor,republicans

Top Word Pairs in Tweet in G9:
[6] jim,taiclet
[4] lockheedmartin,ceo
[4] ceo,jim
[2] sam_mayer_,stitchfix
[2] bojangles,toeianimation
[2] toeianimation,pepsi
[2] lockheedmartin,boeingdefense
[2] boeingdefense,timhortons
[2] boeing,lockheedmartin
[2] powerful,women

Top Word Pairs in Tweet in G10:
[4] hercules,lockheedmartin
[4] lockheedmartin,resumed
[4] resumed,contributions
[4] contributions,147
[4] 147,gop
[4] gop,members
[4] members,voted
[4] voted,against
[4] against,certifying
[4] certifying,joebiden

Top Replied-To
Top Replied-To in Entire Graph:
@lockheedmartin
@juddlegum
@ewhispers
@jeffbezos
@defencegreece_m
@roguecitizenone
@crocketts645
@spacex
@usairforce
@sandhutaranjits

Top Replied-To in G1:
@lockheedmartin
@defencegreece_m
@juddlegum
@roguecitizenone
@astrosherie
@ejercitoaire
@ptisimagazine
@neosayswtf
@nashab_32
@marquezarroyo1

Top Replied-To in G2:
@lockheedmartin
@spacex
@usairforce
@sandhutaranjits
@ukaccmiddleeast
@223images
@militariscath
@team_luftwaffe
@livefist
@sikorsky

Top Replied-To in G3:
@juddlegum
@lockheedmartin
@stevendunston
@moonbeambanana
@rmk0031
@creaden_derek
@paulrsummers
@jerseycurmudge2
@marinedemontv
@krolitian

Top Replied-To in G4:
@juddlegum
@ewhispers
@lockheedmartin
@rosemontseneca
@projectlincoln
@americanair
@bloominbrands
@rbreich
@cigna
@ups

Top Replied-To in G5:
@lockheedmartin
@jeffbezos
@crocketts645
@cathy_koerner
@ken_kremer
@nerdpyle
@nasaartemis
@nasasun
@wimgmeijer
@nasa

Top Replied-To in G7:
@nidvnews
@museelouvre
@bloombergtv
@huntress19
@mennoswart
@nationaljournal
@dharmicindian2

Top Replied-To in G9:
@sam_mayer_
@thiagonigro
@creampyetoken
@rusebalb

Top Replied-To in G10:
@lockheedmartin
@mlinstitute
@donaldjtrumpjr
@tomilahren
@wtfdic_hour

Top Mentioned
Top Mentioned in Entire Graph:
@lockheedmartin
@juddlegum
@toyot
@byrondonalds
@repmikejohnson
@toyota
@ups
@generaldynamics
@netjets
@boeing

Top Mentioned in G1:
@lockheedmartin
@juddlegum
@toyot
@roguecitizenone
@toyota
@ejercitoaire
@generaldynamics
@johnleguizamo
@citizenwillis
@rejercitos

Top Mentioned in G2:
@lockheedmartin
@sandhutaranjits
@sikorsky
@thef35
@usnavy
@livefist
@team_luftwaffe
@indiannavy
@usarmy
@spacex

Top Mentioned in G3:
@lockheedmartin
@juddlegum
@repmikejohnson
@byrondonalds
@toyota
@toyot
@generaldynamics
@moonbeambanana
@public_citizen
@anheuserbusch

Top Mentioned in G4:
@lockheedmartin
@juddlegum
@toyota
@ups
@netjets
@generaldynamics
@boeing
@gm
@amd
@senrickscott

Top Mentioned in G5:
@lockheedmartin
@nasa
@northropgrumman
@blueorigin
@draperlab
@nasa_orion
@defenseone
@jeffbezos
@nasaartemis
@nasa_gateway

Top Mentioned in G6:
@phrost14
@fjcandanga
@bilanmagazine

Top Mentioned in G7:
@lockheedmartin
@baesystemsinc
@vlbeindhoven
@northropgrumman
@generalatomics
@exelon
@poweranalytics
@nidvnews
@dennisluyt
@koninklijkhuis

Top Mentioned in G8:
@athertonkd
@juddlegum
@lockheedmartin
@toyot
@adamauden

Top Mentioned in G9:
@lockheedmartin
@pepsi
@boeing
@royalnavy
@idf
@stitchfix
@bojangles
@toeianimation
@dealmachineapp
@boeingdefense

Top Mentioned in G10:
@lockheedmartin
@gop
@juddlegum
@rcaf_arc
@aoc
@arcticdefence
@joebiden
@deptofdefense
@judytruitt7
@toyota

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@this_vid
@americanair
@threadreaderapp
@cybersec_feeds
@libertad717
@tickeron
@united
@kat4obama
@pparzival

Top Tweeters in G1:
@libertad717
@kat4obama
@pparzival
@manmet80
@debilu2
@kak089
@russelltim151
@jamestoupin
@jjj5819
@asher_wolf

Top Tweeters in G2:
@this_vid
@szilviade_
@thehill
@johnjoechad
@s_total_s2
@dailystar
@wadakashiho
@pickooo
@naominakata
@indiatvnews

Top Tweeters in G3:
@missb62
@joni_looking
@inspiteoftrump
@bannerite
@yarosisnancy
@mayirmamay14
@1loriking
@bellesapepper37
@netminnow
@theresamax

Top Tweeters in G4:
@americanair
@threadreaderapp
@united
@delta
@billm9
@stockguy61
@ungubunugu1274
@upshelp
@lavenderblue27
@shirley10090505

Top Tweeters in G5:
@business
@anthropic
@kervcristo
@benishii_
@godfrey_g_
@celestebyrne3
@astro_kianna
@urbanosoax
@vmrwanda
@mtnpoet

Top Tweeters in G6:
@majowski1959
@tammytabby
@talkmarkets
@indiablooms
@investor_feed
@dcarrionf
@trollcolors
@ralfusj
@upstractcom
@news7odia

Top Tweeters in G7:
@scitecito
@cocacola
@schiphol
@bloombergtv
@e_nterdiscipl
@nationaljournal
@alitalia
@mas
@mrsmurat
@huntress19

Top Tweeters in G8:
@limecello
@isobelcarr
@whtabtpineapple
@sponson
@chrislongview
@smsaideman
@cripiccimoh
@rejectionking
@apxbrown
@apocalypticanow

Top Tweeters in G9:
@mcdonalds
@kaleidoscopet0
@starbucks
@cnbctv18news
@nascar
@redbull
@timhortons
@irsnews
@pepsi
@mod_russia

Top Tweeters in G10:
@thesun
@bbcnews
@foxnews
@usatoday
@cnn
@outnow45
@jaketapper
@guyonthehigh
@muhitreza
@maggiegranny