c4ISR, Twitter, 3/11/2023 7:33:38 PM, 290898


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c4ISR_2023-03-11_10-52-49.xlsx
c4ISR_2023-03-11_10-52-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 11, 2023
Short Description:
c4ISR via NodeXL https://bit.ly/3ZDde8s
@rockfish31
@janesintel
@this0499154500
@harapeko11
@kfirfas
@jerrywu33684426
@nagato1941
@motersensha
@sentientvision
@afshin_salehian

Top hashtags:
#c4isr
#russia
#istar
#defense
#uav
#electronicwarfare
#ew
#uas
#satellite

Description:
Description
The graph represents a network of 4,237 Twitter users whose recent tweets contained "c4ISR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 19:27 UTC.

The tweets in the network were tweeted over the 1878-day, 3-hour, 39-minute period from Wednesday, 17 January 2018 at 20:56 UTC to Saturday, 11 March 2023 at 00:36 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4237
Unique Edges : 1255
Edges With Duplicates : 9291
Total Edges : 10546
Number of Edge Types : 9
Retweet : 3376
MentionsInRetweet : 3643
Tweet : 1049
Replies to : 742
MentionsInReplyTo : 1080
MentionsInQuoteReply : 12
Mentions : 341
MentionsInQuote : 37
Quote : 266
Self-Loops : 1650
Reciprocated Vertex Pair Ratio : 0.031013094417643
Reciprocated Edge Ratio : 0.0601604278074866
Connected Components : 485
Single-Vertex Connected Components : 237
Maximum Vertices in a Connected Component : 2830
Maximum Edges in a Connected Component : 7060
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.321531
Graph Density : 0.000250056663909803
Modularity : 0.412366
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,237 Twitter users whose recent tweets contained "c4ISR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 19:27 UTC.

The tweets in the network were tweeted over the 1878-day, 3-hour, 39-minute period from Wednesday, 17 January 2018 at 20:56 UTC to Saturday, 11 March 2023 at 00:36 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : c4ISR
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:
[77] http://vanguardcanada.com/c4isr2023
[44] https://www.comintconsulting.com/krypto1000
[31] https://www.comintconsulting.com/krypto500
[24] https://www.comintconsulting.com/news
[22] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-marine-corps-successfully-tests-mobile-iron-dome-launcher-awaiting-fielding-decision?utm_campaign=Social_News&utm_content=223142433&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[22] https://www.comintconsulting.com/decoders
[19] https://www.janes.com/defence-news/c4isr-command-tech/latest/nigerian-air-force-using-targeting-pod-with-jf-17
[19] https://twitter.com/JerryWu33684426/status/1497405542708355076/photo/1
[18] https://twitter.com/DefenseNigeria/status/1563194269417975810/photo/1
[14] https://www.janes.com/defence-news/c4isr-command-tech/latest/nigerian-air-force-using-targeting-pod-with-jf-17?utm_campaign=Social_News&utm_content=219387163&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694

Top URLs in Tweet in G1:
[1] https://twitter.com/ISOKO_MOCHIZUKI/status/1606854302970302464
[1] https://news.yahoo.co.jp/byline/obiekt/20220804-00308697
[1] https://www.tiktok.com/@isoko_mochizuki/video/7180735677280177409?_t=8YShHw2yqcz&_r=1

Top URLs in Tweet in G2:
[4] https://twitter.com/jesusfroman/status/1589213430455881728/photo/1
[4] https://www.jwing.net/news/27462
[2] https://twitter.com/ZizzREF/status/1568950078865559553/photo/1
[1] https://twitter.com/heianwaki/status/1584010715769163777
[1] https://twitter.com/heianwaki/status/1584010715769163777/photo/1
[1] https://twitter.com/JonathanTheDuck/status/1568599912757227521
[1] https://twitter.com/akagitsuyoshi/status/1550749210102104065
[1] https://twitter.com/Schuhei_Kondo/status/1576184081598947328
[1] https://twitter.com/SakasitaHirosi/status/1581701757486436352
[1] https://twitter.com/MoterSensha/status/1500345205354287111

Top URLs in Tweet in G3:
[5] https://www.newstrail.com/c4isr-market/
[4] https://twitter.com/Heart_Beacon/status/1577354307510353921/photo/1
[4] https://twitter.com/OPEN_THE_LABS/status/1581313880210305025/photo/1
[4] https://oviss.co.jp/contact/index.html
[4] https://twitter.com/MatthewSputnick/status/1555740745218260992/photo/1
[3] https://www.marketwatch.com/press-release/c4isr-market-size-share-2022-growth-trends-covid-19-impact-analysis-and-forecasts-to-2030-2022-11-22
[3] https://www.researchandmarkets.com/
[3] https://finance.yahoo.com/news/c4isr-market-report-2023-2033-142100130.html
[3] https://twitter.com/AxientCorp/status/1578429314407825409/photo/1
[2] https://www.lnews.tv/%EC%86%8C%EC%8B%9D/%EC%A7%80%EC%83%81-%EA%B8%B0%EB%B0%98-c4isr-%EC%8B%9C%EC%9E%A5%EC%9D%80-2028%EB%85%84%EA%B9%8C%EC%A7%80-%EC%B5%9C%EC%8B%A0-%EC%84%B1%EC%9E%A5-%EB%8F%99%ED%96%A5-%EA%B8%80%EB%A1%9C%EB%B2%8C-%EC%A0%84/69807/

Top URLs in Tweet in G4:
[21] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-marine-corps-successfully-tests-mobile-iron-dome-launcher-awaiting-fielding-decision?utm_campaign=Social_News&utm_content=223142433&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[13] https://www.janes.com/defence-news/c4isr-command-tech/latest/nigerian-air-force-using-targeting-pod-with-jf-17?utm_campaign=Social_News&utm_content=219387163&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[13] https://twitter.com/JanesINTEL/status/1564311922031329286/photo/1
[11] https://www.janes.com/defence-news/c4isr-command-tech/latest/british-army-and-royal-navy-trial-tactical-datalink-in-wildcat-helicopter?utm_campaign=Social_News&utm_content=227528017&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[9] https://www.janes.com/defence-news/c4isr-command-tech/latest/germany-approves-puma-retrofit-bvs10-and-rifle-procurement?utm_campaign=Social_News&utm_content=235076223&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[9] https://twitter.com/JanesINTEL/status/1616193785544773640/photo/1
[9] https://www.janes.com/defence-news/c4isr-command-tech/latest/ausa-2022-rafael-showcasing-100-kw-class-iron-beam-details-development-path?utm_campaign=Social_News&utm_content=223823258&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[8] https://www.janes.com/defence-news/c4isr-command-tech/latest/microflown-avisa-applies-3d-shockwave-detection-for-improved-counter-artillery-capability?utm_campaign=Social_News&utm_content=216720949&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[8] https://www.janes.com/defence-news/c4isr-command-tech/latest/australia-india-deploy-integrated-combat-formations-in-bilateral-drill?utm_campaign=Social_News&utm_content=231445792&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[8] https://www.janes.com/defence-news/c4isr-command-tech/latest/northrop-grumman-developing-new-aesa-radar-for-f-35?utm_campaign=Social_News&utm_content=235076168&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694

Top URLs in Tweet in G5:
[1] https://twitter.com/MoterSensha/status/1557189409480445952/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/FoxNews/status/1619528282940280835
[1] https://trib.al/aXCgHim
[1] https://twitter.com/WHO/status/1594315270759514117/video/1

Top URLs in Tweet in G7:
[1] https://www.trentonsystems.com/blog/c2-c4isr-c5isr-c6isr-differences
[1] https://www.youtube.com/watch?v=F7wJ9mD41s4

[1] https://twitter.com/ddeanjohnson/status/1633860092822159361
[1] https://twitter.com/TXNatSecReview/status/1570608531036045313
[1] https://www.defensenews.com/opinion/commentary/2022/08/23/how-advanced-technology-is-changing-deterrence/
[1] https://twitter.com/lutech4/status/1567930534613127169
[1] https://twitter.com/david_alman/status/1562224054446145536/photo/1
[1] https://tnsr.org/2022/09/technology-acquisition-and-arms-control-thinking-through-the-hypersonic-weapons-debate/
[1] https://twitter.com/ddeanjohnson/status/1633860092822159361/video/1
[1] https://twitter.com/MoGodOhio/status/1615765186387771415

Top URLs in Tweet in G8:
[1] https://twitter.com/ArthurM40330824/status/1603249391275581441
[1] https://twitter.com/business/status/1597668739943653376
[1] https://twitter.com/ianbremmer/status/1582413158366396416
[1] https://twitter.com/SkyNews/status/1620340243898540032/video/1
[1] https://www.youtube.com/watch?v=-RgAS1iMKmI&feature=youtu.be

[1] https://twitter.com/KingNeptune767/status/1601638894961070080/photo/1
[1] https://www.youtube.com/shorts/z0Nu5oVcrjo

[1] https://twitter.com/ArthurM40330824/status/1603249391275581441/video/1
[1] https://marksleboda.substack.com/p/ukraines-three-armies

Top URLs in Tweet in G9:
[3] https://twitter.com/Anne_MarieBrady/status/1462555149436555266/photo/1
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/videx-2022-vietnam-developed-air-defence-radar-commences-final-trials-with-army
[1] https://twitter.com/IndoPac_Info/status/1601425534323281920/photo/1
[1] https://www.nzherald.co.nz/nz/google-launches-project-loon/GFHWZAK4J2KNWU6IEPVC35TBIY/
[1] https://twitter.com/KofmanMichael/status/1606637882994819072
[1] https://twitter.com/KofmanMichael/status/1606637886174072837?s=20&t=J08ysv8vU2THxBTaX-AXSg

Top URLs in Tweet in G10:
[1] https://www.politico.eu/article/data-show-europe-waning-military-support-ukraine/

Top Domains
Top Domains in Tweet in Entire Graph:
[1303] twitter.com
[301] janes.com
[210] comintconsulting.com
[95] vanguardcanada.com
[43] com.pl
[33] linkedin.com
[29] youtube.com
[23] bulgarianmilitary.com
[21] postbeyond.com
[17] systematic.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] co.jp
[1] tiktok.com

Top Domains in Tweet in G2:
[27] twitter.com
[4] jwing.net
[3] youtube.com
[1] co.jp

Top Domains in Tweet in G3:
[104] twitter.com
[46] janes.com
[21] postbeyond.com
[10] linkedin.com
[9] linkewire.com
[7] marketwatch.com
[6] co.jp
[6] defencetoday.com
[5] newstrail.com
[5] jobboardsearch.com

Top Domains in Tweet in G4:
[216] janes.com
[146] twitter.com
[6] sentientvision.com
[3] com.au
[2] brookings.edu
[1] amazonaws.com
[1] youtube.com
[1] nationshield.ae
[1] shorturl.at
[1] researchandmarkets.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] trib.al

Top Domains in Tweet in G7:
[7] twitter.com
[1] trentonsystems.com
[1] youtube.com
[1] defensenews.com
[1] tnsr.org

Top Domains in Tweet in G8:
[6] twitter.com
[2] youtube.com
[1] substack.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] janes.com
[1] co.nz

Top Domains in Tweet in G10:
[1] politico.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[858] c4isr
[270] russia
[231] istar
[230] defense
[222] uav
[221] electronicwarfare
[219] ew
[219] uas
[219] satellite
[218] drone



Top Hashtags in Tweet in G1:
[1] yahooニュース
[1] tiktok

Top Hashtags in Tweet in G2:
[20] c4isr
[14] プーチンの戦争
[11] ウクライナ
[11] ロシア
[9] 夏季攻勢
[8] ロシア軍
[8] 組織的抵抗
[8] 撤退
[8] 命令
[4] 半導体

Top Hashtags in Tweet in G3:
[34] c4isr
[12] bangkitbersama
[8] technology
[7] cybersecurity
[6] kebangkitanindonesiaraya
[6] army
[6] software
[6] jobsearch
[6] prabowopeduli
[6] indonesiamenang

Top Hashtags in Tweet in G4:
[42] defence
[33] c4isr
[31] vidar
[23] ausa2022
[18] radar
[15] euronaval2022
[15] aircraft
[13] navy
[13] aselsan
[13] weapons

Top Hashtags in Tweet in G6:
[135] iran
[4] qatar2022
[4] engirn
[4] saytheirnames
[4] mahsaamini
[2] irgcterrorists
[2] iranians
[2] مهسا_امینی
[1] iranrevoiution
[1] womenlifefreedom

Top Hashtags in Tweet in G8:
[1] cybersecurity
[1] c4isr
[1] ukraine
[1] ukrainerussiawar
[1] osint
[1] ukraine️
[1] civilians
[1] donetsk
[1] bakhmut
[1] prayfordonetsk

Top Hashtags in Tweet in G9:
[24] vietnam
[2] beidou
[1] viettel
[1] fvey
[1] charlaskobzar

Top Words
Top Words in Tweet in Entire Graph:
[1231] 射撃指揮システムやc4isrシステムなども必要です
[1231] 購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です
[1231] トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ
[1231] rockfish31
[1230] 価格が2倍なのは
[1101] c4isr
[858] #c4isr
[359] more
[270] #russia
[264] ukraine

Top Words in Tweet in G1:
[1181] トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ
[1181] 購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です
[1181] 射撃指揮システムやc4isrシステムなども必要です
[1180] 価格が2倍なのは
[1180] rockfish31

Top Words in Tweet in G2:
[184] nagato1941
[102] 結局はいかに機動と火力発揮を効率化できるかのツールでしかないので
[102] 元本になる重戦力が十分用意できなければ意味がない
[102] 精密誘導兵器にしろc4isrにしろ
[84] 特にc4isrや部隊の即応体制
[84] 指揮統制の臨機応変さでロシア軍が大きく遅れをとっていたことはかなり問題視され
[84] 質の面
[84] 結局力押しで戦争には勝ったものの
[84] これが同年末から始まるセルジュコフ改革の原動力になったわけです
[56] ちょっと違うのではという気がしている

Top Words in Tweet in G3:
[206] c4isr
[53] systems
[47] market
[41] control
[41] command
[37] air
[36] intelligence
[36] more
[34] #c4isr
[31] surveillance

Top Words in Tweet in G4:
[173] janesintel
[76] c4isr
[42] #defence
[33] #c4isr
[32] 2022
[31] #vidar
[30] iron
[27] radar
[25] systems
[25] army

Top Words in Tweet in G5:
[143] 老いた頭じゃついていけねえ
[143] 近頃はc4iだのc4i2だのc4isrだの
[143] でもなあ
[143] もう混乱しちまうんだ
[143] アルファベット一つ増えただけで
[143] いろいろな略語が多すぎてな
[143] おれは現代軍事シーンがかけねえんだ
[142] motersensha
[142] おれはそれっぽいブ
[18] nagato1941

Top Words in Tweet in G6:
[138] republic
[138] islamic
[135] #iran
[133] humanitarian
[133] disaster
[132] nerve
[132] use
[132] protesters
[132] waiting
[132] against

Top Words in Tweet in G7:
[79] c4isr
[59] more
[57] far
[54] balloons
[54] thekimulation
[53] resilient
[53] network
[52] satellite
[52] effective
[52] create

Top Words in Tweet in G8:
[56] marksleboda1
[46] western
[33] training
[29] war
[28] ukraine
[28] face
[27] one
[27] justice
[27] crimes
[27] leaders

Top Words in Tweet in G9:
[67] air
[49] radar
[44] without
[44] ua
[43] combined
[43] maneuver
[43] learn
[43] usaf
[43] arms
[43] elements

Top Words in Tweet in G10:
[79] par
[77] forces
[76] russes
[76] mais
[75] rappel
[75] petit
[75] sont
[75] menées
[75] même
[75] ukraine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1231] トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ,射撃指揮システムやc4isrシステムなども必要です
[1231] 射撃指揮システムやc4isrシステムなども必要です,購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です
[1230] 購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です,価格が2倍なのは
[1230] rockfish31,トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ
[221] #c4isr,#istar
[216] #uav,#uas
[216] #electronicwarfare,#ew
[215] #ew,#c4isr
[215] #drone,#uav
[215] #emso,#russia

Top Word Pairs in Tweet in G1:
[1181] トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ,射撃指揮システムやc4isrシステムなども必要です
[1181] 射撃指揮システムやc4isrシステムなども必要です,購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です
[1180] rockfish31,トマホーク巡航ミサイルはミサイル本体だけを買っても使えませんよ
[1180] 購入費用を購入ミサイル本数で割ってもそれはミサイルの単価ではなく関連機材や訓練サポートなど諸経費込みの価格です,価格が2倍なのは

Top Word Pairs in Tweet in G2:
[102] 結局はいかに機動と火力発揮を効率化できるかのツールでしかないので,元本になる重戦力が十分用意できなければ意味がない
[102] 精密誘導兵器にしろc4isrにしろ,結局はいかに機動と火力発揮を効率化できるかのツールでしかないので
[101] nagato1941,精密誘導兵器にしろc4isrにしろ
[84] 特にc4isrや部隊の即応体制,指揮統制の臨機応変さでロシア軍が大きく遅れをとっていたことはかなり問題視され
[84] 質の面,特にc4isrや部隊の即応体制
[84] 指揮統制の臨機応変さでロシア軍が大きく遅れをとっていたことはかなり問題視され,これが同年末から始まるセルジュコフ改革の原動力になったわけです
[84] 結局力押しで戦争には勝ったものの,質の面
[83] nagato1941,結局力押しで戦争には勝ったものの
[56] 今のウクライナ軍こそソ連軍の完成形みたいな意見を散見するけど,ソ連軍が相対的にこれほど優勢なc4isrをもてたか怪しい気がするので
[56] ソ連軍が相対的にこれほど優勢なc4isrをもてたか怪しい気がするので,ちょっと違うのではという気がしている

Top Word Pairs in Tweet in G3:
[30] c4isr,market
[22] command,control
[16] united,states
[16] c4isr,systems
[16] surveillance,reconnaissance
[15] intelligence,surveillance
[15] control,communications
[14] learn,more
[13] business,development
[12] prabowo,subianto

Top Word Pairs in Tweet in G4:
[22] british,army
[21] mobile,iron
[21] fielding,decision
[21] marine,corps
[21] iron,dome
[21] corps,successfully'
[21] awaiting,fielding
[21] launcher,awaiting
[21] dome,launcher
[21] successfully',tests

Top Word Pairs in Tweet in G5:
[143] でもなあ,おれは現代軍事シーンがかけねえんだ
[143] 老いた頭じゃついていけねえ,アルファベット一つ増えただけで
[143] アルファベット一つ増えただけで,もう混乱しちまうんだ
[143] 近頃はc4iだのc4i2だのc4isrだの,いろいろな略語が多すぎてな
[143] おれは現代軍事シーンがかけねえんだ,近頃はc4iだのc4i2だのc4isrだの
[143] いろいろな略語が多すぎてな,老いた頭じゃついていけねえ
[142] もう混乱しちまうんだ,おれはそれっぽいブ
[142] motersensha,でもなあ
[17] 間接照準射撃の測量ってこういう話をしてふのですよ,三次元空間内の弾道の話なの
[17] 三次元空間内の弾道の話なの,10tkレベルのc4isr持っててこれっすからね

Top Word Pairs in Tweet in G6:
[138] islamic,republic
[133] humanitarian,disaster
[132] nerve,agents
[132] disaster,waiting
[132] reports,islamic
[132] republic,use
[132] #iran,humanitarian
[132] agents,against
[132] kurdish,protesters
[132] protesters,#iran

Top Word Pairs in Tweet in G7:
[54] far,more
[52] network,far
[52] create,c4isr
[52] balloons,create
[52] persistent,effective
[52] more,resilient
[52] c4isr,network
[52] effective,satellite
[52] resilient,persistent
[51] thekimulation,balloons

Top Word Pairs in Tweet in G8:
[27] committed,genocide
[27] culpable,western
[27] war,crimes
[27] genocide,people
[27] one,day
[27] western,leaders
[27] day,face
[27] crimes,committed
[27] face,justice
[27] justice,war

Top Word Pairs in Tweet in G9:
[43] saw,elements
[43] elements,kharkiv
[43] usaf,air
[43] learn,combined
[43] doubt,ua
[43] without,usaf
[43] ua,learn
[43] combined,arms
[43] maneuver,saw
[43] arms,maneuver

Top Word Pairs in Tweet in G10:
[77] par,forces
[76] russes,mais
[75] sont,même
[75] petit,rappel
[75] plupart,opérations
[75] même,menées
[75] ukraine,sont
[75] menées,par
[75] ici,plupart
[75] opérations,combat

Top Replied-To
Top Replied-To in Entire Graph:
@jerrywu33684426
@glennbeck
@sthuuall
@zhaoyi362202
@geromanat
@enricoe39
@c_m_dougherty
@kerstenlahl
@reggiemeezer
@elbridgecolby

Top Replied-To in G2:
@sthuuall
@shoyusk
@bc_xuanming
@jammilk2
@jpg2t785
@151_a
@hormonenohito
@s8t8r9n0
@masa_0083
@ashitawawatashi

Top Replied-To in G3:

Top Replied-To in G4:
@c_m_dougherty
@pastynome
@pplsartofwar
@shashj
@ba_friedman
@whitney_mcn
@sebastianbae
@tc_quinn07
@br4s1d4s
@silmarillion88

Top Replied-To in G6:
@secblinken
@mamadporii
@who
@pouriazeraati

Top Replied-To in G7:
@kerstenlahl
@elbridgecolby
@tesavova
@joritwintjes
@thekimulation
@encyclopath
@david_alman
@mikeblack114
@lutech4
@davidlarter

Top Replied-To in G8:
@geromanat
@gio1974db
@the_real_fly
@ecomarxi
@trapoako
@samgoodfield4
@mdfzeh
@nbhamilt
@dutchtcapital
@blingusbogus

Top Replied-To in G9:
@youngdragon69

Top Replied-To in G10:
@lebalou90
@yanncaspar

Top Mentioned
Top Mentioned in Entire Graph:
@rockfish31
@nagato1941
@janesintel
@motersensha
@afshin_salehian
@teldat_pl
@lebalou90
@geoffyoung4ky
@livfaustdiejung
@hms_ulysses

Top Mentioned in G1:
@rockfish31

Top Mentioned in G2:
@nagato1941
@hms_ulysses
@mongertopic
@rockfish31
@jonathantheduck
@zizzref
@gdpanzergraf
@chromebranche
@masa_0083

Top Mentioned in G3:
@defencetoday
@the_r1tss
@willi_h2o
@grahamwjenkins
@jimmyroybloom
@totori_coms
@mikelimadba
@farsight3

Top Mentioned in G4:
@janesintel
@ausaorg
@sentientvision
@c_m_dougherty
@shashj
@sebastianbae
@landforces_expo
@jlmcardle01
@billyfabian32
@caitlinleemq1

Top Mentioned in G5:
@motersensha
@nagato1941
@kyuumarutk
@rockfish31
@foxtrotgorf
@mongertopic
@hms_ulysses
@miraa1812

Top Mentioned in G6:
@afshin_salehian
@secdef
@centcom
@secblinken
@nato_aircom
@pahlavireza

Top Mentioned in G7:
@thekimulation
@guyplopsky
@sengillibrand
@lttimmcmillan
@elbridgecolby
@ryp__
@baerliner25
@dalperovitch
@jk_from_m
@scsp_ai

Top Mentioned in G8:
@marksleboda1
@azgeopolitics
@geromanat
@ryanmcbeth
@244335chiefk
@seandcx
@bhadrapunchline
@medvedevrussiae
@geoffyoung4ky
@kingneptune767

Top Mentioned in G9:
@kofmanmichael
@indopac_info
@anne_mariebrady
@livfaustdiejung
@gdpanzergraf
@sylvainmaltais4

Top Mentioned in G10:
@lebalou90
@nikopol37
@yanncaspar

Top Tweeters
Top Tweeters in Entire Graph:
@policedog1971
@unamuhiduki
@matiere
@nyancow
@kogemayo
@awasemaru7
@noia501
@8492squadron
@kanto2go
@diesirae41

Top Tweeters in G1:
@policedog1971
@matiere
@nyancow
@awasemaru7
@sino_p928
@tatype17
@kow_tar
@kinasato_cap001
@reichi062
@waiqueure

Top Tweeters in G2:
@unamuhiduki
@kogemayo
@noia501
@8492squadron
@kanto2go
@diesirae41
@monocat33
@citrus_kyoto
@zla151aro
@machidamegane

Top Tweeters in G3:
@fainformazione
@jimmyroybloom
@jhamby
@newsfrombw
@perique_zero
@eprnetwork
@fainfocronaca
@blokdykg
@carlesdijous
@scitecito

Top Tweeters in G4:
@john1966olsen
@ansisegle
@gus_802
@education_24x7
@anthropic
@1feralkat
@harapeko11
@edimosip
@pavespike
@richardcalhoun

Top Tweeters in G5:
@lcw_mofu
@st01_madox
@nerotanprprb_4
@tohkakoh_p
@tsumuji_wind
@yakohsei
@hamachi_writer
@fuji_503
@stylet_cf
@tatsuyuko

Top Tweeters in G6:
@foxnews
@yvettehenson
@natsecjeff
@koyesinjiki
@soheiil7
@davenicholas555
@aliasgharamiri2
@rbatdavid
@helpiran16
@jtower3653

Top Tweeters in G7:
@yymods
@magicdmw
@russelltim151
@bassaces1
@francvs
@pecunium
@pimpernell13
@sarah07909750
@jmescoda
@jamierjn

Top Tweeters in G8:
@libbyliberalnyc
@geromanat
@standtalleurope
@whirlwindwisdom
@shinobi22427722
@the_real_fly
@amborin
@sariadeg
@cathyraats
@erniesfo

Top Tweeters in G9:
@9b3or2qditmbdcd
@markplackett1
@4tybin
@milleroval
@aphclarkson
@alva1588
@denicolo_chuck
@tweet4852
@jacknikurausu
@marvinliao

Top Tweeters in G10:
@fleur2108
@yvespdb
@alek_aloha
@nouveau_papy
@jeanclaudepeyra
@tyranosaure2
@porthosmd
@dlfparis16
@06babettej
@bricolix


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