c4ISR, Twitter, 8/13/2022 5:56:56 PM, 279978


FAQ | Problem?

c4ISR_2022-08-13_10-52-49.xlsx
c4ISR_2022-08-13_10-52-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
c4ISR via NodeXL https://bit.ly/3SOZ019
@motersensha
@jerrywu33684426
@taiyonoibiki
@janesintel
@c_m_dougherty
@mazri73
@tkmeyer2020
@kfirfas
@shashj
@military_idv_tw

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

Description:
Description
The graph represents a network of 407 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, 13 August 2022 at 17:53 UTC.

The requested start date was Saturday, 13 August 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, 13-hour, 38-minute period from Saturday, 30 July 2022 at 06:30 UTC to Friday, 12 August 2022 at 20:09 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 : 407
Unique Edges : 131
Edges With Duplicates : 628
Total Edges : 759
Number of Edge Types : 5
Retweet : 255
MentionsInRetweet : 277
Tweet : 69
Replies to : 39
Mentions : 119
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 62
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 151
Maximum Edges in a Connected Component : 301
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.997977
Graph Density : 0.00222098497960567
Modularity : 0.457742
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 407 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, 13 August 2022 at 17:53 UTC.

The requested start date was Saturday, 13 August 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, 13-hour, 38-minute period from Saturday, 30 July 2022 at 06:30 UTC to Friday, 12 August 2022 at 20:09 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:
[9] 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
[6] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-navy-receives-first-next-generation-growler-jammer-pods?utm_campaign=Social_News&utm_content=217896345&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[6] https://www.janes.com/defence-news/c4isr-command-tech/latest/israel-aerospace-industries-unveils-new-star-x-3d-naval-radar?utm_campaign=Social_News&utm_content=216897179&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[3] https://www.financialexpress.com/defence/adoption-of-artificial-intelligence-in-indian-armys-c4isr-here-is-what-the-chief-said/2518093/
[2] http://www.smgconferences.com/defence/uk/airborne-isr?utm_medium=www.airborne-isr.net&utm_source=D-306&utm_campaign=tw011
[2] https://twinotes.com/th/1555163917990563841
[2] https://fai.informazione.it/daiblog/C5CCA7C0-9A80-4F75-A9FE-0CE4BAEC1B05/C4ISR-Systems-Market-Projected-to-Witness-a-Double-Digit-CAGR-During-2018-2023
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/babcock-and-iai-to-collaborate-on-radar-for-uk-serpens-project
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/british-army-praises-artillery-training-solution-eyes-improvements
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/israel-aerospace-industries-unveils-new-star-x-3d-naval-radar

Top URLs in Tweet in G3:
[2] https://twinotes.com/th/1555163917990563841
[1] https://twitter.com/rockfish31/status/1554969177739239424
[1] https://twitter.com/505sw/status/1556961883936419840

Top URLs in Tweet in G4:
[2] https://fai.informazione.it/daiblog/C5CCA7C0-9A80-4F75-A9FE-0CE4BAEC1B05/C4ISR-Systems-Market-Projected-to-Witness-a-Double-Digit-CAGR-During-2018-2023
[1] https://careers-magaero.icims.com/jobs/5570/test-%26-evaluation-specialist/job
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-business-development-manager-c4isr-space-systems-43163450?campaign_id=12887&src=102&tx=6erkSoZprhyDuQ&utm_campaign=TW102&utm_medium=TW&utm_source=JC
[1] https://twitter.com/revdefeat/status/1553764785748996096
[1] https://militaryembedded.com/unmanned/isr/c4isr-market-to-grow-by-302-billion-by-2025-report#.YugtgtoCw4M.twitter
[1] https://unherd.com/2021/11/should-we-force-china-into-war/
[1] https://www.disruptingdefence.com/post/joint-all-domain-command-and-control-is-there-a-caf-approach
[1] https://twitter.com/jljzen/status/1555158416514895872
[1] https://bulgarianmilitary.com/2022/08/06/unique-x-band-russian-9s19-imbir-ballistic-tracking-system-destroyed/
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-business-development-director-c4isr-space-systems-hybrid-43648091?campaign_id=38170&cb=1629132217&src=1&tx=xtxqF7xEe43rMA&utm_campaign=TW01&utm_medium=TW&utm_source=JC

Top URLs in Tweet in G5:
[1] https://s3.amazonaws.com/files.cnas.org/CNAS+Report-Command+and+Info-2021.pdf
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-navy-receives-first-next-generation-growler-jammer-pods?utm_campaign=Social_News&utm_content=217896345&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/israel-aerospace-industries-unveils-new-star-x-3d-naval-radar?utm_campaign=Social_News&utm_content=216897179&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[1] https://twitter.com/shashj/status/1545529733357703168?s=20&t=OOh3tra4m1iwL1QH5pTCHg
[1] https://www.brookings.edu/wp-content/uploads/2022/08/Can-China-Take-Taiwan-v5.pdf

Top URLs in Tweet in G6:
[9] 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
[5] https://www.janes.com/defence-news/c4isr-command-tech/latest/us-navy-receives-first-next-generation-growler-jammer-pods?utm_campaign=Social_News&utm_content=217896345&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[5] https://www.janes.com/defence-news/c4isr-command-tech/latest/israel-aerospace-industries-unveils-new-star-x-3d-naval-radar?utm_campaign=Social_News&utm_content=216897179&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[1] https://www.janes.com/defence-news/c4isr-command-tech/latest/british-army-praises-artillery-training-solution-eyes-improvements?utm_campaign=Social_News&utm_content=217639557&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694

Top URLs in Tweet in G7:
[1] https://www.google.com/imgres?imgurl=https://img.ltn.com.tw/Upload/news/600/2022/08/05/phpMt6r57.jpg&imgrefurl=https://news.ltn.com.tw/news/politics/breakingnews/4015268&tbnid=GZQH6Iq8BpKTUM&vet=1&docid=6EQRgeYxhD6ayM&w=800&h=451&itg=1&source=sh/x/im

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[30] c4isr
[17] satellite
[15] istar
[15] ew
[15] drone
[15] airdefense
[14] defense
[14] electronicwarfare
[14] uav
[14] uas



Top Hashtags in Tweet in G4:
[8] c4isr
[3] hudson
[3] projectmgmt
[2] businessmgmt
[2] russian
[2] satellite
[2] internetofthings
[1] testevaluationspecialist
[1] iew
[1] software

Top Hashtags in Tweet in G5:
[1] navy
[1] usnavy
[1] iai
[1] israelaerospaceindustries

Top Hashtags in Tweet in G6:
[5] navy
[5] usnavy
[5] iai
[5] israelaerospaceindustries
[1] microflownavisa
[1] military
[1] landdefence
[1] navalradar
[1] defence

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

Top Words in Tweet in G1:
[151] でもなあ
[151] おれは現代軍事シーンがかけねえんだ
[151] 近頃はc4iだのc4i2だのc4isrだの
[151] いろいろな略語が多すぎてな
[151] 老いた頭じゃついていけねえ
[151] アルファベット一つ増えただけで
[151] もう混乱しちまうんだ
[150] motersensha
[150] おれはそれっぽいブ

Top Words in Tweet in G2:
[18] 台灣戰機350架
[18] 台灣防空飛彈將近8000顆
[18] 海空戰力
[18] 防空戰力
[18] c4isr
[18] 指揮
[18] 通信
[18] 電腦
[18] 情報
[18] 監視

Top Words in Tweet in G3:
[41] ダグラス
[41] 別の言い方をすれば
[41] c4isrは
[41] 指揮系統
[41] コミュニケーション
[41] コンピューター
[41] インテリジェンス
[41] 監視偵察機能のすべては宇宙空間の衛星システム
[41] 海底ケーブルシステムをバックボーンにしたものですが
[41] 全てがアメリカのものです

Top Words in Tweet in G4:
[19] c4isr
[12] systems
[8] #c4isr
[5] latest
[5] job
[5] market
[5] research
[4] control
[3] more
[3] apply

Top Words in Tweet in G5:
[20] c4isr
[8] space
[7] cyber
[7] combat
[6] c_m_dougherty
[6] ew
[6] mostly
[6] think
[5] 13
[5] 23

Top Words in Tweet in G6:
[16] janesintel
[14] 3d
[10] artillery
[9] microflown
[9] avisa
[9] applies
[9] shockwave
[9] detection
[9] improved
[9] counter

Top Words in Tweet in G7:
[12] 日本退將認為
[12] 從台灣樂山雷達站這個典型例子就可看出台灣也是美國印太司令部iamd構想的重要成員
[12] 當然與美日雙方的iamd有著密切的關聯性
[12] 一旦台海發生狀況時
[12] 美日雙方將能夠掌握足夠的資料實現與台灣的c4isr互通
[11] military_idv_tw

Top Words in Tweet in G8:
[6] intel
[4] far
[3] china's
[3] theirs
[2] time
[2] granular
[2] inferior
[2] us'
[2] c4isr
[2] best

Top Words in Tweet in G10:
[4] ia
[4] pla
[3] need
[3] c4isr
[3] ground
[2] elmihiro
[2] kyangs_thang
[2] miyajusun
[2] firezstarter1
[2] kesaridhwaj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[151] でもなあ,おれは現代軍事シーンがかけねえんだ
[151] 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
[151] 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
[151] 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
[151] 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
[151] 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
[150] motersensha,でもなあ
[150] もう混乱しちまうんだ,おれはそれっぽいブ
[67] î,î
[41] ダグラス,別の言い方をすれば

Top Word Pairs in Tweet in G1:
[151] でもなあ,おれは現代軍事シーンがかけねえんだ
[151] 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
[151] 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
[151] 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
[151] 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
[151] 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
[150] motersensha,でもなあ
[150] もう混乱しちまうんだ,おれはそれっぽいブ

Top Word Pairs in Tweet in G2:
[18] 台灣戰機350架,台灣防空飛彈將近8000顆
[18] 台灣防空飛彈將近8000顆,海空戰力
[18] 海空戰力,防空戰力
[18] 防空戰力,c4isr
[18] c4isr,指揮
[18] 指揮,通信
[18] 通信,電腦
[18] 電腦,情報
[18] 情報,監視
[18] 監視,偵察

Top Word Pairs in Tweet in G3:
[41] ダグラス,別の言い方をすれば
[41] 別の言い方をすれば,c4isrは
[41] c4isrは,指揮系統
[41] 指揮系統,コミュニケーション
[41] コミュニケーション,コンピューター
[41] コンピューター,インテリジェンス
[41] インテリジェンス,監視偵察機能のすべては宇宙空間の衛星システム
[41] 監視偵察機能のすべては宇宙空間の衛星システム,海底ケーブルシステムをバックボーンにしたものですが
[41] 海底ケーブルシステムをバックボーンにしたものですが,全てがアメリカのものです
[40] taiyonoibiki,ダグラス

Top Word Pairs in Tweet in G4:
[7] c4isr,systems
[3] manager,c4isr
[3] #hudson,nh
[3] bae,systems
[2] latest,job
[2] job,opening
[2] olhe,eles
[2] etc,etc
[2] systems,market
[2] market,projected

Top Word Pairs in Tweet in G5:
[6] space,cyber
[6] cyber,ew
[6] ew,c4isr
[5] 13,23
[5] 23,space
[5] c4isr,mostly
[5] mostly,rolled
[5] rolled,combat
[5] combat,adjudication
[5] adjudication,think

Top Word Pairs in Tweet in G6:
[9] microflown,avisa
[9] avisa,applies
[9] applies,3d
[9] 3d,shockwave
[9] shockwave,detection
[9] detection,improved
[9] improved,counter
[9] counter,artillery
[9] artillery,capability
[8] janesintel,microflown

Top Word Pairs in Tweet in G7:
[12] 日本退將認為,從台灣樂山雷達站這個典型例子就可看出台灣也是美國印太司令部iamd構想的重要成員
[12] 從台灣樂山雷達站這個典型例子就可看出台灣也是美國印太司令部iamd構想的重要成員,當然與美日雙方的iamd有著密切的關聯性
[12] 當然與美日雙方的iamd有著密切的關聯性,一旦台海發生狀況時
[12] 一旦台海發生狀況時,美日雙方將能夠掌握足夠的資料實現與台灣的c4isr互通
[11] military_idv_tw,日本退將認為

Top Word Pairs in Tweet in G8:
[2] china's,intel
[2] inferior,us'
[2] us',c4isr
[2] c4isr,far
[2] far,best
[2] best,world
[2] 5x,many
[2] many,satellites
[2] satellites,theirs
[2] space,program

Top Word Pairs in Tweet in G10:
[2] elmihiro,kyangs_thang
[2] kyangs_thang,miyajusun
[2] miyajusun,firezstarter1
[2] firezstarter1,kesaridhwaj

Top Replied-To
Top Replied-To in Entire Graph:
@zhaoyi362202
@mondefense
@elmihiro
@c_m_dougherty
@ba_friedman
@tshugart3
@hanchan__48
@yo_grusha
@rockfish31
@quester1610

Top Replied-To in G2:
@zhaoyi362202
@mondefense
@shiko85422086
@tonyluo50355
@aaron_lyp
@l05487172
@mao93387256
@sleep_without_d
@prayforpeace718
@haoqimint

Top Replied-To in G3:
@rockfish31

Top Replied-To in G5:
@c_m_dougherty
@ba_friedman
@tshugart3

Top Replied-To in G8:
@quester1610
@encyclopath

Top Replied-To in G9:
@hanchan__48

Top Replied-To in G10:
@elmihiro

Top Mentioned
Top Mentioned in Entire Graph:
@motersensha
@taiyonoibiki
@janesintel
@military_idv_tw
@_worldsolutions
@iingwen
@pluto3314
@vwh3r55oy4lhiex
@sorrybobyoo
@lamborghini0215

Top Mentioned in G1:
@motersensha

Top Mentioned in G2:
@iingwen
@sorrybobyoo
@lamborghini0215
@wugoushuangyue
@hong4120amy
@vwh3r55oy4lhiex
@pluto3314
@l05487172
@mondefense
@zhaoyi362202

Top Mentioned in G3:
@taiyonoibiki
@kfirfas

Top Mentioned in G5:
@c_m_dougherty
@shashj
@tshugart3
@janesintel
@edmcgrady
@hannahddennis
@malandrinogreg
@ba_friedman

Top Mentioned in G6:
@janesintel

Top Mentioned in G7:
@military_idv_tw

Top Mentioned in G8:
@ludzkimglosem
@mylovanov
@elbridgecolby
@bert_gilfoyle
@realcynicalfox

Top Mentioned in G9:
@cathy_chn_2018
@hydra_lin
@chun_1013_
@ltntw

Top Mentioned in G10:
@kyangs_thang
@miyajusun
@firezstarter1
@kesaridhwaj

Top Tweeters
Top Tweeters in Entire Graph:
@syatekiya072
@moai501
@lcw_mofu
@st01_madox
@nerotanprprb_4
@fainformazione
@ansisegle
@s_total_s2
@amino_fish_flog
@stream_caster

Top Tweeters in G1:
@syatekiya072
@moai501
@lcw_mofu
@st01_madox
@nerotanprprb_4
@amino_fish_flog
@tsumuji_wind
@yakohsei
@stylet_cf
@fuji_503

Top Tweeters in G2:
@toonsatit
@jerrywu33684426
@mofa_taiwan
@trevor_wwyl2020
@iingwen
@secblinken
@47jinreisei
@mondefense
@jwxnljcq7ktyriz
@jia62390249

Top Tweeters in G3:
@yocibou
@shizuokakonsama
@imahuyu
@nyappiripiri
@nyankolers
@hannahumming
@tadvirago
@ahare_asayaka
@nisidadaisaku
@popo88670739

Top Tweeters in G4:
@fainformazione
@fainfocronaca
@avsec_pro
@stadoanarquista
@zobjobsus
@alexandroslee
@milijo_bot
@graphenes1
@adanbart
@invfinz

Top Tweeters in G5:
@ansisegle
@tkmeyer2020
@ssasmcguire
@ellchicago
@mazri73
@jpt401
@alexgarcialonso
@shashj
@tshugart3
@c_m_dougherty

Top Tweeters in G6:
@s_total_s2
@syawal
@theunnamedfeel4
@gardaaramis
@f86d_
@dinowilliam
@sgt01usafm
@janesintel
@tularevan
@defencefreedom

Top Tweeters in G7:
@abc9861238
@andwe0203
@phrayataksin033
@nwl_ivzm
@k99happy99
@davidst202009
@vidia74
@military_idv_tw
@margherita_wu
@shiulinsu

Top Tweeters in G8:
@encyclopath
@bert_gilfoyle
@elbridgecolby
@robertcnott
@ludzkimglosem
@realcynicalfox
@mylovanov
@quester1610

Top Tweeters in G9:
@cathy_chn_2018
@hydra_lin
@ltntw
@lioninheart
@hanchan__48
@chun_1013_

Top Tweeters in G10:
@kesaridhwaj
@firezstarter1
@elmihiro
@kyangs_thang
@pragmat003
@miyajusun


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.