c4ISR, Twitter, 9/17/2022 9:35:19 PM, 281986


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c4ISR_2022-09-17_10-52-49.xlsx
c4ISR_2022-09-17_10-52-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2022
Short Description:
c4ISR via NodeXL https://bit.ly/3Bt6v6p
@nagato1941
@hms_ulysses
@automatic_t
@jonathantheduck
@winter_mute_jp
@princeadewolesg
@n0lsd
@aborisadeadeto1
@miraray11789841
@michaelkingram

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

Description:
Description
The graph represents a network of 365 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, 17 September 2022 at 17:53 UTC.

The requested start date was Saturday, 17 September 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, 15-hour, 44-minute period from Saturday, 03 September 2022 at 05:05 UTC to Friday, 16 September 2022 at 20:50 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 : 365
Unique Edges : 109
Edges With Duplicates : 540
Total Edges : 649
Number of Edge Types : 5
Tweet : 70
Retweet : 250
MentionsInRetweet : 257
Replies to : 32
Mentions : 40
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.00314465408805031
Reciprocated Edge Ratio : 0.00626959247648903
Connected Components : 74
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 177
Maximum Edges in a Connected Component : 384
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.416892
Graph Density : 0.00240102363390035
Modularity : 0.457844
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 365 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, 17 September 2022 at 17:53 UTC.

The requested start date was Saturday, 17 September 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, 15-hour, 44-minute period from Saturday, 03 September 2022 at 05:05 UTC to Friday, 16 September 2022 at 20:50 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:
[5] http://www.dziennikzbrojny.pl/artykuly/art,2,4,11693,armie-swiata,wojsko-polskie,jasmin-w-mundurze-system-zarzadzania-walka-i-lacznosci-firmy-teldat-w-silach-zbrojnych-rp
[4] https://www.janes.com/defence-news/c4isr-command-tech/latest/puzzle-pieces-washington-eyes-path-ahead-for-homeland-cruise-missile-defence?utm_campaign=Social_News&utm_content=221181096&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[3] https://www.janes.com/defence-news/c4isr-command-tech/latest/iraq-inaugurates-first-gm403-radar?utm_campaign=Social_News&utm_content=221181303&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[2] https://www.dbdcgroup.com/4th-c4isr-athens-international-conferenc
[2] https://www.teldat.com.pl/aktualnosci/2022/479-teldat-i-szk-jasmin-podczas-mistrzostw-wojsk-obrony-terytorialnej-w-biegach-przelajowych.html
[2] https://www.janes.com/defence-news/c4isr-command-tech/latest/puzzle-pieces-washington-eyes-path-ahead-for-homeland-cruise-missile-defence
[1] https://www.activistpost.com/2022/09/watch-us-army-conducts-drone-swarm-exercise-with-armed-quadcopters.html
[1] https://twitter.com/TXNatSecReview/status/1570608531036045313
[1] https://www.shephardmedia.com/news/defence-notes/gsof-symposium-europe-2022-narrows-in-on-sof-mission-requirements/
[1] https://www.shorturl.at/cgtUY

Top URLs in Tweet in G3:
[2] https://www.janes.com/defence-news/c4isr-command-tech/latest/puzzle-pieces-washington-eyes-path-ahead-for-homeland-cruise-missile-defence
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fausland%2F2022-04%2Frussisches-flaggschiff-moskwa-versenkung-schwarzmeerflotte-ukraine
[1] https://www.dbdcgroup.com/
[1] https://jobs.frontend.la/i/washington-dc/c4isr-program-support-lead/1/1d4a646c7006bf22
[1] https://express-press-release.net/news/2022/09/08/1250524
[1] http://share.postbeyond.com/n84ty
[1] https://linkewire.com/2022/09/09/the-end-use-industries-to-help-the-c4isr-market-stand-in-a-good-stead-between-2017-2025/
[1] https://linkewire.com/2022/09/05/c4isr-systems-market-size-by-2027-industry-segmentation-by-type-application-regions-key-news-and-top-companies-profiles/
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-director-ii-hr-business-partner-c4isr-solutions-hybrid-44618140?campaign_id=38170&cb=1629132217&src=1&tx=HRlntsHd9PnhQA&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D461441889365268%26id%3D100064983810053%26sfnsn%3Dmo&refsrc=deprecated&_rdr

Top URLs in Tweet in G6:
[1] https://twitter.com/polan9009/status/1568236302809853952
[1] https://twitter.com/ZizzREF/status/1568950078865559553

Top URLs in Tweet in G7:
[1] https://www.marketresearchfuture.com/reports/c4isr-market-1241

Top URLs in Tweet in G10:
[4] https://www.janes.com/defence-news/c4isr-command-tech/latest/puzzle-pieces-washington-eyes-path-ahead-for-homeland-cruise-missile-defence?utm_campaign=Social_News&utm_content=221181096&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[3] https://www.janes.com/defence-news/c4isr-command-tech/latest/iraq-inaugurates-first-gm403-radar?utm_campaign=Social_News&utm_content=221181303&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] c4isr
[16] uav
[16] satellite
[15] electronicwarfare
[15] ew
[15] istar
[15] drone
[15] uas
[15] emso
[15] russia



Top Hashtags in Tweet in G3:
[2] nowhiring
[2] manassas
[2] businessmgmt
[1] washington
[1] jobs
[1] hiring
[1] opportunity
[1] government
[1] dbdc
[1] scytalys

Top Hashtags in Tweet in G4:
[2] hopeagain2023

Top Hashtags in Tweet in G6:
[9] ウクライナ
[9] c4isr
[8] ロシア
[8] プーチンの戦争
[8] 夏季攻勢
[7] ロシア軍
[7] 組織的抵抗
[7] 撤退
[7] 命令
[1] 英米

Top Hashtags in Tweet in G7:
[1] c4isr
[1] mrfr

Top Hashtags in Tweet in G10:
[4] usaf
[3] iraq
[3] radar
[3] gm403
[1] missiledefence
[1] missiles

Top Words
Top Words in Tweet in Entire Graph:
[122] 精密誘導兵器にしろc4isrにしろ
[122] 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
[122] 元本になる重戦力が十分用意できなければ意味がない
[121] nagato1941
[89] î
[82] c4isr
[62] 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
[62] 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
[62] ちょっと違うのではという気がしている
[61] hms_ulysses

Top Words in Tweet in G1:
[108] 精密誘導兵器にしろc4isrにしろ
[108] 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
[108] 元本になる重戦力が十分用意できなければ意味がない
[107] nagato1941

Top Words in Tweet in G2:
[60] 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
[60] 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
[60] ちょっと違うのではという気がしている
[59] hms_ulysses
[13] nagato1941
[13] 精密誘導兵器にしろc4isrにしろ
[13] 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
[13] 元本になる重戦力が十分用意できなければ意味がない
[2] 相対的にこれほど優勢なc4isr
[2] これもだけど

Top Words in Tweet in G3:
[22] c4isr
[17] ãƒ
[16] æ
[13] ϋ
[12] ç
[8] ÿã
[7] ˆã
[6] more
[6] ªã
[6] systems

Top Words in Tweet in G4:
[19] acquire
[19] state
[19] art
[19] command
[19] control
[19] communication
[19] computer
[19] towards
[19] good
[19] governance

Top Words in Tweet in G5:
[6] containerised
[6] c4isr
[6] developments
[6] time
[6] defence
[6] startup
[6] anduriltech
[6] hoping
[6] product
[6] name

Top Words in Tweet in G6:
[17] の
[9] #ウクライナ
[9] #c4isr
[8] #ロシア
[8] #プーチンの戦争
[8] #夏季攻勢
[7] において
[7] #ロシア軍
[7] #組織的抵抗
[7] は停止した

Top Words in Tweet in G8:
[3] ground

Top Words in Tweet in G9:
[2] c4isr

Top Words in Tweet in G10:
[5] janesintel
[4] puzzle
[4] pieces
[4] washington
[4] eyes
[4] path
[4] ahead
[4] homeland
[4] cruise
[4] missile

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] 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
[122] 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
[121] nagato1941,精密誘導兵器にしろc4isrにしろ
[64] î,î
[62] 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
[62] 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
[61] hms_ulysses,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
[21] command,control
[19] acquire,state
[19] state,art

Top Word Pairs in Tweet in G1:
[108] 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
[108] 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
[107] nagato1941,精密誘導兵器にしろc4isrにしろ

Top Word Pairs in Tweet in G2:
[60] 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
[60] 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
[59] hms_ulysses,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
[13] nagato1941,精密誘導兵器にしろc4isrにしろ
[13] 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
[13] 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
[2] 相対的にこれほど優勢なc4isr,これもだけど
[2] これもだけど,ロシアがこれだけの規模の攻勢を行ったウクライナ側の兵力や物資の移動集積に気づかなかったのか
[2] ロシアがこれだけの規模の攻勢を行ったウクライナ側の兵力や物資の移動集積に気づかなかったのか,気づいてたとすれば誤評価したのはなぜか
[2] 気づいてたとすれば誤評価したのはなぜか,欺瞞か

Top Word Pairs in Tweet in G3:
[10] ãƒ,ãƒ
[4] œç,ºç
[4] ºç,ÿã
[3] ç,ªã
[3] ÿã,æ
[3] ç,語ã
[3] c4isr,market
[3] bae,systems
[3] business,development
[2] åš,æžœã

Top Word Pairs in Tweet in G4:
[19] acquire,state
[19] state,art
[19] art,command
[19] command,control
[19] control,communication
[19] communication,computer
[19] computer,towards
[19] towards,good
[19] good,governance
[19] governance,intelligence

Top Word Pairs in Tweet in G5:
[6] containerised,c4isr
[6] c4isr,developments
[6] developments,time
[6] time,defence
[6] defence,startup
[6] startup,anduriltech
[6] anduriltech,hoping
[6] hoping,product
[6] product,name
[6] name,menace

Top Word Pairs in Tweet in G6:
[8] #ウクライナ,の
[8] の,#夏季攻勢
[7] #プーチンの戦争,#ウクライナ
[7] #夏季攻勢,において
[7] において,#ロシア軍
[7] #ロシア軍,の
[7] の,#組織的抵抗
[7] #組織的抵抗,は停止した
[7] は停止した,報道等から
[7] 報道等から,#撤退

Top Word Pairs in Tweet in G10:
[4] puzzle,pieces
[4] pieces,washington
[4] washington,eyes
[4] eyes,path
[4] path,ahead
[4] ahead,homeland
[4] homeland,cruise
[4] cruise,missile
[4] missile,defence
[4] defence,#usaf

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nagato1941
@hms_ulysses
@princeadewolesg
@anduriltech
@_worldsolutions
@jonathantheduck
@2805662
@janesintel
@teldat_pl
@teamtobyhanna

Top Mentioned in G1:
@nagato1941
@hms_ulysses

Top Mentioned in G2:
@hms_ulysses
@nagato1941
@winter_mute_jp

Top Mentioned in G3:
@totori_coms
@mikelimadba
@defencetoday

Top Mentioned in G4:
@princeadewolesg
@pres_adebayo
@tweetestboi_ph

Top Mentioned in G5:
@anduriltech
@2805662
@thinkdefence
@matthewseclips

Top Mentioned in G6:
@jonathantheduck
@nagato1941
@hms_ulysses

Top Mentioned in G7:
@northropgrumman
@lockheedmartin
@raytheontech
@thalesgroup
@mrfrresearch
@baesystemsinc

Top Mentioned in G8:
@louisemensch
@mod_russia
@defenceu
@pentagonpressec
@defencehq

Top Mentioned in G9:
@judahb42
@mohandin
@kenneygeorge
@warinthefuture

Top Mentioned in G10:
@janesintel

Top Tweeters
Top Tweeters in Entire Graph:
@unamuhiduki
@diesirae41
@kanto2go
@monocat33
@citrus_kyoto
@zla151aro
@nerotanprprb_4
@machidamegane
@noriesun
@s_total_s2

Top Tweeters in G1:
@unamuhiduki
@diesirae41
@kanto2go
@zla151aro
@nerotanprprb_4
@machidamegane
@rbu6000
@kiriyama_george
@ryunosinfx
@tatsuyuko

Top Tweeters in G2:
@monocat33
@citrus_kyoto
@noriesun
@omukainoinu
@fuji_503
@boreford
@kondohi
@fatejun
@masakado_t
@beginleimu

Top Tweeters in G3:
@frontendla
@newsfrombw
@eprnetwork
@blokdykg
@scitecito
@totori_coms
@avsec_pro
@linkewire
@alexandroslee
@subprime_lifes

Top Tweeters in G4:
@supabara
@funmiscute
@tweetestboi_ph
@afropeaches
@aborisadeadeto1
@oti_pr
@excellosifo
@themansquash
@jocris_1
@ototaofwarri

Top Tweeters in G5:
@thinkdefence
@guarlors
@centralpahk
@yonilivni
@matthewseclips
@2805662
@mrditsch
@anduriltech

Top Tweeters in G6:
@automatic_t
@marishiokayama
@willowstreams
@yatengetu
@zizzref
@151_a
@jonathantheduck
@fujihan_sagari2

Top Tweeters in G7:
@raytheontech
@thalesgroup
@lockheedmartin
@baesystemsinc
@northropgrumman
@mrfrresearch
@miraray11789841

Top Tweeters in G8:
@dominicfarrell
@louisemensch
@mod_russia
@defencehq
@defenceu
@n0lsd
@pentagonpressec

Top Tweeters in G9:
@barefootboomer
@kenneygeorge
@warinthefuture
@michaelkingram
@daniell56666865
@judahb42
@mohandin

Top Tweeters in G10:
@mazri73
@janesintel
@loisgerig
@stanimi83962985
@bds110r