c4ISR, Twitter, 6/5/2021 9:38:00 PM, 256382


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c4ISR_2021-06-05_10-12-01.xlsx
c4ISR_2021-06-05_10-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 05, 2021
Short Description:
c4ISR via NodeXL https://bit.ly/2TJ8Bga
@bgmilitary
@thabos47747375
@barserga
@devcom_c5isr
@sidhant
@militariumhist
@fanfare100
@jointbasemdl
@elbitsystemsltd
@spawnofkahn

Top hashtags:
#c4isr
#defense
#military
#news
#asia
#russia
#uav
#europe
#usarmy
#cyber

Description:
Description
The graph represents a network of 104 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, 05 June 2021 at 17:12 UTC.

The requested start date was Saturday, 05 June 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 11-day, 19-hour, 22-minute period from Saturday, 22 May 2021 at 01:13 UTC to Wednesday, 02 June 2021 at 20:35 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 : 104
Unique Edges : 49
Edges With Duplicates : 126
Total Edges : 175
Number of Edge Types : 5
Mentions : 15
Replies to : 7
Retweet : 52
MentionsInRetweet : 58
Tweet : 43
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0142857142857143
Reciprocated Edge Ratio : 0.028169014084507
Connected Components : 41
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 10
Maximum Edges in a Connected Component : 37
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.312127
Graph Density : 0.00662808065720687
Modularity : 0.467069
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 104 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, 05 June 2021 at 17:12 UTC.

The requested start date was Saturday, 05 June 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 11-day, 19-hour, 22-minute period from Saturday, 22 May 2021 at 01:13 UTC to Wednesday, 02 June 2021 at 20:35 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:
[6] https://bulgarianmilitary.com/2021/05/27/france-will-take-control-of-artificial-intelligence-in-europe/
[5] https://bulgarianmilitary.com/2021/05/29/nebo-m-makes-stealthy-f-22-and-f-35-fighters-visible/
[3] https://bulgarianmilitary.com/2021/05/28/c4isr-the-us-has-shown-a-secret-portable-intelligence-device/
[2] https://www.linkedin.com/slink?code=egmcNng
[1] https://www.c4isrnet.com/battlefield-tech/2021/05/11/the-army-is-making-tank-upgrades-as-simple-as-switching-video-game-cartridges/
[1] https://twitter.com/COMINT_SIGINT/status/1399663776819994632
[1] https://twitter.com/COMINT_SIGINT/status/1397865839139958790
[1] https://twitter.com/COMINT_SIGINT/status/1397141650107944964
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fjumbonews.co.uk%2Funcategorised%2F3629761%2Fglobal-sea-based-c4isr-market-2021-analysis-with-key-players-applications-trends-and-forecasts%2F&ct=ga&cd=CAIyGjEyMzU3Y2ZlZGQwZDg5YWI6Y29tOmVuOlVT&usg=AFQjCNGhr0B-dBeMzPLO9-99nMdvIZ7Rww&utm_source=dlvr.it&utm_medium=twitter
[1] https://buff.ly/3vK4Ntg

Top URLs in Tweet in G1:
[1] https://soccernurds.com/uncategorized/4830974/c4isr-market-research-report-2021-upcoming-trends-demand-regional-analysis-and-forecast-2026/
[1] https://www.c4isrnet.com/digital-show-dailies/c4isr-conference/2021/04/21/new-defense-industrial-base-cyber-hardening-requirements-likely/?utm_source=Sailthru&utm_medium=email&utm_campaign=C4%20Cyber%205.25&utm_term=Editorial%20-%20Daily%20Brief
[1] https://www.linkedin.com/slink?code=gxkHVcn
[1] https://www.bignewsnetwork.com/news/269661975/c4isr-software-market-next-big-thing--bae-systems-elbit-systems-collins-aerospace?utm_source=dlvr.it&utm_medium=twitter
[1] https://bulgarianmilitary.com/2021/05/28/c4isr-the-us-has-shown-a-secret-portable-intelligence-device/
[1] https://thecybernewsfeed.com/cyber-security/public-safety-security-market-research-report-by-solution-by-services-by-end-user-global/
[1] https://bulgarianmilitary.com/?p=31945
[1] https://bit.ly/3wHdvIL
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-business-development-manager-c4isr-space-systems-39156087?campaign_id=38170&cb=1617977199&src=1&tx=y5yNvdVztxBpnw&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] http://www.bidscanada.com/Default.CFM?Page=400&PC=DC560D90&BSID=786742

Top URLs in Tweet in G2:
[6] https://bulgarianmilitary.com/2021/05/27/france-will-take-control-of-artificial-intelligence-in-europe/
[5] https://bulgarianmilitary.com/2021/05/29/nebo-m-makes-stealthy-f-22-and-f-35-fighters-visible/
[2] https://bulgarianmilitary.com/2021/05/28/c4isr-the-us-has-shown-a-secret-portable-intelligence-device/
[1] https://bulgarianmilitary.com/2021/06/02/cyber-defense-consortium-is-being-set-up-in-israel/
[1] https://bulgarianmilitary.com/2021/05/22/russia-has-tested-the-peresvet-secret-laser-weapon-in-syria/
[1] https://bulgarianmilitary.com/2021/05/23/china-is-left-alone-in-space-will-beijing-spy-on-other-countries/
[1] https://bulgarianmilitary.com/2021/05/24/italian-passive-radar-changes-the-principle-of-countering-uavs/
[1] https://bulgarianmilitary.com/2021/05/25/who-controls-the-battlefield-information-its-russia-pentagon-said/
[1] https://bulgarianmilitary.com/2021/05/29/russian-drones-will-navigate-without-land-sea-or-space-landmarks/

Top URLs in Tweet in G3:
[1] https://www.c4isrnet.com/battlefield-tech/2021/05/11/the-army-is-making-tank-upgrades-as-simple-as-switching-video-game-cartridges/

Top URLs in Tweet in G6:
[1] https://twitter.com/sidhant/status/1396848313903632390

Top URLs in Tweet in G7:
[1] https://twitter.com/adanbart/status/1396069957679595521

Top URLs in Tweet in G9:
[1] https://www.cubic.com/news-events/events/land-forces-2021
[1] https://bit.ly/2SF4sJA

Top URLs in Tweet in G10:
[1] https://bit.ly/3wtX2HM

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] c4isr
[23] defense
[23] military
[23] news
[10] asia
[9] russia
[7] uav
[7] europe
[6] usarmy
[6] cyber



Top Hashtags in Tweet in G1:
[5] engineering
[3] c4isr
[2] businessmgmt
[2] nowhiring
[2] clearwater
[1] 復活日英同盟
[1] manassas
[1] defenceindustry
[1] cybernews
[1] thecybernewsfeed

Top Hashtags in Tweet in G2:
[23] defense
[23] military
[23] c4isr
[23] news
[10] asia
[9] russia
[7] europe
[6] france
[6] ai
[5] nebom

Top Hashtags in Tweet in G3:
[6] usarmy
[1] explorenetmodx

Top Hashtags in Tweet in G9:
[3] 1t18
[2] wearecubic
[2] landforces2021

Top Words
Top Words in Tweet in Entire Graph:
[59] æ
[57] ãƒ
[44] c4isr
[44] ªã
[34] #c4isr
[28] ç
[24] ϋ
[23] #defense
[23] #military
[23] #news

Top Words in Tweet in G1:
[16] c4isr
[10] systems
[7] job
[5] bae
[5] manager
[5] #engineering
[4] defense
[4] link
[4] bio
[4] more

Top Words in Tweet in G2:
[23] #defense
[23] #military
[23] #news
[22] #c4isr
[14] bgmilitary
[10] #asia
[9] #russia
[7] #europe
[6] #france
[6] take

Top Words in Tweet in G3:
[5] netmodx
[5] really
[5] taking
[5] jointbasemdl
[5] c5isr
[5] center
[5] engineers
[5] scientists
[5] along
[5] #usarmy

Top Words in Tweet in G4:
[18] æ
[18] ç
[18] åš
[18] ªã
[9] c4isrã
[9] åž
[9] cdsè
[9] ˆoyq
[9] 1ï
[9] çœ

Top Words in Tweet in G5:
[57] ãƒ
[41] æ
[26] ªã
[24] ϋ
[16] ˆã
[10] ç
[8] マã
[8] ÿé
[8] ÿã
[8] c4isrè

Top Words in Tweet in G6:
[6] india
[6] centre
[6] peacekeeping
[6] cunpk
[6] set
[6] 2000
[6] signing
[6] mou
[6] c4isr
[6] academy

Top Words in Tweet in G7:
[6] zdolności
[5] program
[5] rozwoju
[4] militariumhist
[4] kart
[4] historii
[4] odpowiedzi
[4] rozpoczęty
[4] 27
[4] lipca

Top Words in Tweet in G8:
[3] hexagon

Top Words in Tweet in G9:
[3] australian
[3] team
[3] underway
[3] brisbane
[3] stop
[3] booth
[3] #1t18
[3] over
[3] next
[3] few

Top Words in Tweet in G10:
[2] œwe
[2] dramatically
[2] shortened
[2] time
[2] closing
[2] sensor
[2] shooter
[2] processes
[2] core
[2] delivering

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] ãƒ,ãƒ
[19] #defense,#news
[18] #news,#military
[17] #military,#c4isr
[16] æ,œã
[9] c4isrã,æ
[9] æ,åž
[9] åž,cdsè
[9] cdsè,ç
[9] ç,ˆoyq

Top Word Pairs in Tweet in G1:
[5] bae,systems
[4] link,bio
[3] click,link
[2] command,control
[2] c4isr,market
[2] work,bae
[2] systems,hiring
[2] bio,details
[2] details,job
[2] job,more

Top Word Pairs in Tweet in G2:
[19] #defense,#news
[18] #news,#military
[17] #military,#c4isr
[6] #france,take
[6] take,control
[6] control,artificial
[6] artificial,intelligence
[6] intelligence,#europe
[6] #europe,#ai
[6] #ai,#defense

Top Word Pairs in Tweet in G3:
[5] netmodx,really
[5] really,taking
[5] taking,jointbasemdl
[5] jointbasemdl,c5isr
[5] c5isr,center
[5] center,engineers
[5] engineers,scientists
[5] scientists,along
[5] along,#usarmy
[5] #usarmy,partners

Top Word Pairs in Tweet in G4:
[9] c4isrã,æ
[9] æ,åž
[9] åž,cdsè
[9] cdsè,ç
[9] ç,ˆoyq
[9] ˆoyq,1ï
[9] 1ï,çœ
[9] çœ,åš
[9] åš,åœ
[9] åœ,šã

Top Word Pairs in Tweet in G5:
[32] ãƒ,ãƒ
[16] æ,œã
[8] œã,ªã
[8] ªã,æ
[8] œã,マã
[8] マã,ç
[8] ç,æ
[8] æ,ÿé
[8] ÿé,ãƒ
[8] ãƒ,ˆã

Top Word Pairs in Tweet in G6:
[6] india,centre
[6] centre,peacekeeping
[6] peacekeeping,cunpk
[6] cunpk,set
[6] set,2000
[6] 2000,signing
[6] signing,mou
[6] mou,c4isr
[6] c4isr,academy
[6] academy,peace

Top Word Pairs in Tweet in G7:
[5] program,rozwoju
[4] kart,historii
[4] historii,odpowiedzi
[4] odpowiedzi,rozpoczęty
[4] rozpoczęty,27
[4] 27,lipca
[4] lipca,2005
[4] 2005,turecki
[4] turecki,program
[4] rozwoju,narodowych

Top Word Pairs in Tweet in G9:
[3] australian,team
[3] team,underway
[3] brisbane,stop
[3] stop,booth
[3] booth,#1t18
[3] #1t18,over
[3] over,next
[3] next,few
[3] few,days
[3] days,see

Top Word Pairs in Tweet in G10:
[2] œwe,dramatically
[2] dramatically,shortened
[2] shortened,time
[2] time,closing
[2] closing,sensor
[2] sensor,shooter
[2] shooter,processes
[2] processes,core
[2] core,delivering
[2] delivering,capability

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bgmilitary
@thabos47747375
@barserga
@jointbasemdl
@sidhant
@devcom_c5isr
@militariumhist
@usarmy_devcom
@peoc3t
@comint_sigint

Top Mentioned in G2:
@bgmilitary

Top Mentioned in G3:
@jointbasemdl
@devcom_c5isr
@usarmy_devcom
@peoc3t
@armyfutures

Top Mentioned in G4:
@thabos47747375

Top Mentioned in G5:
@barserga

Top Mentioned in G6:
@sidhant

Top Mentioned in G7:
@militariumhist
@militarium

Top Mentioned in G8:
@shannythethird
@spiritofho

Top Mentioned in G9:
@landforces_expo
@cubic_cmps

Top Mentioned in G10:
@elbitsystemsltd
@defenceupdate

Top Tweeters
Top Tweeters in Entire Graph:
@bexxmodd
@paramilipic
@fuji_503
@benavu54
@leopard212
@rfpbidscanada
@ponchan1791
@newsweek
@nysalor
@barserga

Top Tweeters in G1:
@benavu54
@rfpbidscanada
@robodefencebird
@mujinado
@softwarefanclub
@theosintjournal
@washingtonexec
@garycdavison
@johnallengay
@rasimasker

Top Tweeters in G2:
@bexxmodd
@magicagrmente22
@interactive_key
@skykingtb2
@lukyluke311
@iexaminer2
@bgmilitary
@capelpc
@mazlum10366117
@contdefence

Top Tweeters in G3:
@paramilipic
@usarmy_devcom
@devcom_c5isr
@eventbelle
@armyfutures
@peoc3t
@jointbasemdl
@apntoil
@usarmy_pm_pnt

Top Tweeters in G4:
@fuji_503
@ponchan1791
@totori_coms
@sky12176
@puwtp0mxlxtvjeg
@chageimgur
@xhf33uzsriejlak
@thabos47747375
@yankeesierra00

Top Tweeters in G5:
@nysalor
@barserga
@omura_yoshiyuki
@bb11_yamato
@drive_223
@jmsdf_yamato_bb
@itu_wan3781
@jusotakahashi

Top Tweeters in G6:
@leopard212
@avi_bravim_0m
@sidhant
@devnarayanss2
@tennysonben_10
@nagnaidu08

Top Tweeters in G7:
@adanbart
@dekempiu
@militarium
@irekmicewski
@militariumhist

Top Tweeters in G8:
@fanfare100
@not_the_dave
@spiritofho
@shannythethird

Top Tweeters in G9:
@gserda
@cubic_cmps
@landforces_expo

Top Tweeters in G10:
@f_ceafe
@elbitsystemsltd
@defenceupdate


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