c4ISR, Twitter, 5/14/2022 8:49:42 PM, 276313


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c4ISR_2022-05-14_10-52-49.xlsx
c4ISR_2022-05-14_10-52-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2022
Short Description:
c4ISR via NodeXL https://bit.ly/3wecSc7
@janesintel
@lockheedmartin
@genatomics_asi
@realjoeboyd
@australian_navy
@johnferris62
@sentientvision
@usnavy
@usarmy
@hoi_hoi_chahan8

Top hashtags:
#c4isr
#military
#usn
#defence
#ugf
#c6isrgroup
#uav
#defense
#navy
#radar

Description:
Description
The graph represents a network of 313 Twitter users whose tweets in the requested range contained "c4ISR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 May 2022 at 17:53 UTC.

The requested start date was Saturday, 14 May 2022 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 13-day, 20-hour, 10-minute period from Saturday, 30 April 2022 at 03:05 UTC to Friday, 13 May 2022 at 23:15 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 : 313
Unique Edges : 226
Edges With Duplicates : 435
Total Edges : 661
Number of Edge Types : 5
Retweet : 181
MentionsInRetweet : 293
Replies to : 33
Mentions : 60
Tweet : 94
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.00568181818181818
Reciprocated Edge Ratio : 0.0112994350282486
Connected Components : 76
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 120
Maximum Edges in a Connected Component : 365
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.176154
Graph Density : 0.00362496927992136
Modularity : 0.455847
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 313 Twitter users whose tweets in the requested range contained "c4ISR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 May 2022 at 17:53 UTC.

The requested start date was Saturday, 14 May 2022 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 13-day, 20-hour, 10-minute period from Saturday, 30 April 2022 at 03:05 UTC to Friday, 13 May 2022 at 23:15 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 : 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:
[31] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-navy-accelerates-laser-acquisition-helios-work-advances
[21] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-army-defers-robotic-combat-vehicle-medium-fleet-development
[13] https://www.janes.com/defence-news/c4isr-command-tech/latest/france-orders-additional-talios-pods-for-rafale-aircraft
[12] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-vrais-heat-simulation-system-incorporates-performance-human-factors-monitoring
[11] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-lockheed-martin-progresses-f-35-trainer-programme
[10] https://www.janes.com/defence-news/c4isr-command-tech/latest/ga-asi-leonardo-fly-seaspray-maritime-radar-on-mq-9-uav
[8] https://www.janes.com/defence-news/c4isr-command-tech/latest/elbit-systems-wins-training-contract-for-dreadnought-submarines
[7] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-army-greenlights-ivas-initial-operational-test-and-evaluation-for-mid-may
[6] https://www.janes.com/defence-news/c4isr-command-tech/latest/anduril-to-develop-xl-auvs-for-australian-navy
[5] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-ruag-develops-new-gladiator-excon-system

Top URLs in Tweet in G1:
[30] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-navy-accelerates-laser-acquisition-helios-work-advances
[18] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-army-defers-robotic-combat-vehicle-medium-fleet-development
[12] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-vrais-heat-simulation-system-incorporates-performance-human-factors-monitoring
[10] https://www.janes.com/defence-news/c4isr-command-tech/latest/france-orders-additional-talios-pods-for-rafale-aircraft
[9] https://www.janes.com/defence-news/c4isr-command-tech/latest/ga-asi-leonardo-fly-seaspray-maritime-radar-on-mq-9-uav
[8] https://www.janes.com/defence-news/c4isr-command-tech/latest/elbit-systems-wins-training-contract-for-dreadnought-submarines
[7] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-army-greenlights-ivas-initial-operational-test-and-evaluation-for-mid-may
[4] https://www.janes.com/defence-news/c4isr-command-tech/latest/anduril-to-develop-xl-auvs-for-australian-navy
[2] https://www.janes.com/defence-news/c4isr-command-tech/latest/netherlands-to-modernise-electronic-warfare-capabilities
[2] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-saab-unveils-new-concept-uav-demonstrator

Top URLs in Tweet in G2:
[4] https://www.financialexpress.com/defence/adoption-of-artificial-intelligence-in-indian-armys-c4isr-here-is-what-the-chief-said/2518093/
[2] https://www.armytimes.com/video/2022/04/25/ukraines-impact-on-c4isr-and-future-warfare-defense-news-weekly-full-episode-42322/?utm_source=sailthru&utm_medium=email&utm_campaign=navy-dnr
[2] https://www.janes.com/defence-news/c4isr-command-tech/latest/anduril-to-develop-xl-auvs-for-australian-navy
[2] https://www.janes.com/defence-news/c4isr-command-tech/latest/france-orders-additional-talios-pods-for-rafale-aircraft
[1] https://express-press-release.net/news/2022/04/30/1154884
[1] https://breakingdefense.com/2022/04/space-force-team-asks-warfighters-what-do-you-need-from-space-isr/
[1] https://www.defensenews.com/battlefield-tech/it-networks/2022/04/28/us-army-wraps-review-of-future-battlespace-network-tools/?utm_source=sailthru&utm_medium=email&utm_campaign=dfn-ebb
[1] https://www.ptt.cc/ask/over18?from=/bbs/Military/M.1651476100.A.D6B.html
[1] https://jbpress.ismedia.jp/articles/-/69959?utm_source=t.co&utm_medium=referral&utm_campaign=PCfooterButton
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-business-development-manager-c4isr-space-systems-43163450?campaign_id=12887&src=102&tx=EZuTcQGeIiHimg&utm_campaign=TW102&utm_medium=TW&utm_source=JC

Top URLs in Tweet in G3:
[10] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-lockheed-martin-progresses-f-35-trainer-programme
[4] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-ruag-develops-new-gladiator-excon-system
[3] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-army-defers-robotic-combat-vehicle-medium-fleet-development
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/itec-2022-battlevr-vbs4-combine-for-immersive-squad-training-solution

Top URLs in Tweet in G9:
[3] https://www.janes.com/defence-news/c4isr-command-tech/latest/4gd-wins-intelligent-target-contract-for-uk-airborne-forces-facility
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/france-orders-additional-talios-pods-for-rafale-aircraft

Top URLs in Tweet in G10:
[1] https://www.defensenews.com/air/2022/04/20/spacex-shut-down-a-russian-electromagnetic-warfare-attack-in-ukraine-last-month-and-the-pentagon-is-taking-notes/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] c4isr
[30] military
[30] usn
[27] defence
[24] ugf
[20] c6isrgroup
[19] uav
[16] defense
[13] navy
[13] radar



Top Hashtags in Tweet in G1:
[30] usn
[20] defence
[20] military
[12] navy
[11] uav
[10] france
[10] rafale
[10] aircraft
[10] airdefence
[9] radar

Top Hashtags in Tweet in G2:
[15] c4isr
[8] electronicwarfare
[8] ew
[8] istar
[8] drone
[8] uav
[8] uas
[8] emso
[8] russia
[8] airdefense

Top Hashtags in Tweet in G3:
[10] f35
[5] it2ec2022
[4] ruag
[4] it2ec
[3] military
[3] defence

Top Hashtags in Tweet in G6:
[24] ugf
[13] china
[12] ccp
[12] plaaf
[12] hotan
[12] occupied
[12] eastturkestan
[2] c4isr
[1] india

Top Hashtags in Tweet in G9:
[4] defence
[2] uk
[2] innovation
[2] radar
[1] europe
[1] army
[1] simstriker
[1] defenceofeurope
[1] rafale
[1] france

Top Hashtags in Tweet in G10:
[1] c4conf
[1] c4conference
[1] c4isrnet
[1] c4isr

Top Words
Top Words in Tweet in Entire Graph:
[112] janesintel
[70] c4isr
[51] #c4isr
[40] navy
[37] army
[32] ec
[32] 2022
[31] acquisition
[30] #military
[30] accelerates

Top Words in Tweet in G1:
[92] janesintel
[34] navy
[30] accelerates
[30] laser
[30] acquisition
[30] helios
[30] work
[30] advance
[30] usnavy
[30] #usn

Top Words in Tweet in G2:
[29] c4isr
[15] #c4isr
[15] intelligence
[11] artificial
[10] adoption
[10] indian
[10] chief
[9] army
[8] #electronicwarfare
[8] #ew

Top Words in Tweet in G3:
[18] janesintel
[15] ec
[15] 2022
[15] itec_event
[11] lockheedmartin
[10] lockheed
[10] martin
[10] progresses
[10] 35
[10] trainer

Top Words in Tweet in G4:
[14] とはいえ
[14] 戦車
[14] 火砲削減という予算制約上の愚行
[14] 個人装備の旧式化やc4isr
[14] uav等等
[14] アップデートしないといけないところも沢山出てきてるんだろうなぁと
[13] hoi_hoi_chahan8

Top Words in Tweet in G5:
[12] tlのお歴々が既に言われてますが
[12] 10tkのアクロバティックな運用は居住性を犠牲にして小型ながらも火力
[12] 装甲
[12] 機動力を高めた結果
[12] 長期間の戦闘向きでない
[12] 整備の面でも
[12] 事から高性能とc4isrを武器に練りだされた運用といえるのですよね
[11] miraa1812
[11] 元の目的は

Top Words in Tweet in G6:
[24] #ugf
[12] #ccp
[12] #plaaf
[12] #hotan
[12] #occupied
[12] #eastturkestan
[12] gets
[12] additional
[12] ten
[12] layers

Top Words in Tweet in G7:
[3] kelmand1
[2] same
[2] america
[2] terms
[2] neck

Top Words in Tweet in G8:
[2] oryxspioenkop
[2] c4isr

Top Words in Tweet in G9:
[5] more
[4] co
[4] #defence
[3] 4gdtrg
[3] awarded
[3] contract
[3] target
[3] discover
[3] system
[2] ministry

Top Words in Tweet in G10:
[3] spacex
[3] shut
[3] down
[3] russian
[3] electromagnetic
[3] warfare
[3] attack
[3] ukraine
[3] last
[3] month

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] ec,2022
[30] navy,accelerates
[30] accelerates,laser
[30] laser,acquisition
[30] acquisition,helios
[30] helios,work
[30] work,advance
[30] advance,usnavy
[30] usnavy,#usn
[29] janesintel,navy

Top Word Pairs in Tweet in G1:
[30] navy,accelerates
[30] accelerates,laser
[30] laser,acquisition
[30] acquisition,helios
[30] helios,work
[30] work,advance
[30] advance,usnavy
[30] usnavy,#usn
[29] janesintel,navy
[22] janesintel,army

Top Word Pairs in Tweet in G2:
[11] artificial,intelligence
[10] c4isr,chief
[9] adoption,artificial
[9] intelligence,indian
[9] indian,army
[9] army,c4isr
[8] #electronicwarfare,#ew
[8] #ew,#c4isr
[8] #c4isr,#istar
[8] #istar,#drone

Top Word Pairs in Tweet in G3:
[15] janesintel,ec
[15] ec,2022
[10] 2022,lockheed
[10] lockheed,martin
[10] martin,progresses
[10] progresses,35
[10] 35,trainer
[10] trainer,programme
[10] programme,lockheedmartin
[10] lockheedmartin,#f35

Top Word Pairs in Tweet in G4:
[14] とはいえ,戦車
[14] 戦車,火砲削減という予算制約上の愚行
[14] 火砲削減という予算制約上の愚行,個人装備の旧式化やc4isr
[14] 個人装備の旧式化やc4isr,uav等等
[14] uav等等,アップデートしないといけないところも沢山出てきてるんだろうなぁと
[13] hoi_hoi_chahan8,とはいえ

Top Word Pairs in Tweet in G5:
[12] tlのお歴々が既に言われてますが,10tkのアクロバティックな運用は居住性を犠牲にして小型ながらも火力
[12] 10tkのアクロバティックな運用は居住性を犠牲にして小型ながらも火力,装甲
[12] 装甲,機動力を高めた結果
[12] 機動力を高めた結果,長期間の戦闘向きでない
[12] 長期間の戦闘向きでない,整備の面でも
[12] 整備の面でも,事から高性能とc4isrを武器に練りだされた運用といえるのですよね
[11] miraa1812,tlのお歴々が既に言われてますが
[11] 事から高性能とc4isrを武器に練りだされた運用といえるのですよね,元の目的は

Top Word Pairs in Tweet in G6:
[12] #plaaf,#hotan
[12] #hotan,#occupied
[12] #occupied,#eastturkestan
[12] #eastturkestan,gets
[12] gets,additional
[12] additional,#ugf
[12] #ugf,#ugf
[12] #ugf,ten
[12] ten,layers
[12] layers,below

Top Word Pairs in Tweet in G9:
[4] more,co
[3] 4gdtrg,awarded
[3] awarded,contract
[3] discover,more
[2] contract,ministry
[2] ministry,defence
[2] defence,simstriker
[2] simstriker,intelligent
[2] intelligent,target
[2] target,find

Top Word Pairs in Tweet in G10:
[3] spacex,shut
[3] shut,down
[3] down,russian
[3] russian,electromagnetic
[3] electromagnetic,warfare
[3] warfare,attack
[3] attack,ukraine
[3] ukraine,last
[3] last,month
[3] month,pentagon

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@janesintel
@usnavy
@usarmy
@itec_event
@hoi_hoi_chahan8
@lockheedmartin
@miraa1812
@rajfortyseven
@genatomics_asi
@elbitsystemsltd

Top Mentioned in G1:
@janesintel
@usnavy
@usarmy
@genatomics_asi
@elbitsystemsltd
@itec_event
@anduriltech
@australian_navy
@saab
@iaf_mcc

Top Mentioned in G2:
@heroesclubwomen
@elbridgecolby

Top Mentioned in G3:
@janesintel
@itec_event
@lockheedmartin
@ruag_int
@usarmy
@nato
@moscow

Top Mentioned in G4:
@hoi_hoi_chahan8

Top Mentioned in G5:
@miraa1812

Top Mentioned in G6:
@rajfortyseven

Top Mentioned in G7:
@kelmand1
@yang6385079
@rt_com
@voachinese

Top Mentioned in G8:
@oryxspioenkop
@mithradates23
@ralee85
@uaweapons

Top Mentioned in G9:
@4gdtrg
@hensoldt
@armyinnovaeu
@defencehq
@dga
@blokkenmario

Top Mentioned in G10:
@stephenlosey
@c4isrnet
@defense_news

Top Tweeters
Top Tweeters in Entire Graph:
@syatekiya072
@quintero_funes
@s_total_s2
@gus_802
@buyazed288
@naominakata
@jetcitystar
@jfifudhdvhdjzuh
@_dj_ambitious
@kyoswin7

Top Tweeters in G1:
@s_total_s2
@jetcitystar
@hitonoia
@andreww66619812
@bolkonski
@hato196789
@theunnamedfeel4
@khalidkirmani
@lowsulfurbunker
@jansobieski19

Top Tweeters in G2:
@financialxpress
@suriyasubraman
@eprnetwork
@scitecito
@barserga
@airassets
@iam_mahanthesh
@ainewsfeed
@avsec_pro
@aenesidemusoz

Top Tweeters in G3:
@quintero_funes
@gus_802
@zimrirosas
@sigma19001
@casillic
@officialheadx
@chykulay
@moscow
@lockheedmartin
@nato

Top Tweeters in G4:
@syatekiya072
@_dj_ambitious
@65cvn1
@toshikin3
@goendama
@type99aris
@pzkpfw1b
@zdnucsaz5zua
@tama15tama
@j_o_betrayer

Top Tweeters in G5:
@naominakata
@jfifudhdvhdjzuh
@kyoswin7
@yulii_smirnoff
@backstage_staff
@chageimgur
@miraa1812
@elderly_web_1
@6_barrels
@kakapo_ver5

Top Tweeters in G6:
@gsarin
@kinjalpatelguj
@maximus_astron
@smalltownvar
@dronmacharya
@ramsthoughts
@easternturki
@dfilite
@rajfortyseven
@salihhudayar

Top Tweeters in G7:
@rt_com
@voachinese
@kelmand1
@grace_mo_cn
@ipfreak1
@franzmendelsso1
@bob2015zhuzhen
@makithappendana
@yang6385079

Top Tweeters in G8:
@ralee85
@oryxspioenkop
@uaweapons
@rumel_dahiya
@kamphuischris82
@calledtolife
@renas_mr
@mithradates23

Top Tweeters in G9:
@l1_5em
@defencehq
@blokkenmario
@armyinnovaeu
@dga
@4gdtrg
@hensoldt

Top Tweeters in G10:
@defense_news
@stephenlosey
@c4isrnet
@lookplataklom
@chacecr9


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