c4ISR, Twitter, 3/8/2021 1:17:11 AM, 250314


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c4ISR_2021-03-07_10-35-49.xlsx
c4ISR_2021-03-07_10-35-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2021
Short Description:
c4ISR via NodeXL https://bit.ly/30oXads
@defensearab
@ukrmilitary
@a_ramosloo
@airforceassoc
@bleddb
@youtube
@teldat_pl
@elbitsystemsus
@kalindamwene
@peterdemambla

Top hashtags:
#idex
#c4isr
#c6isrgroup
#defense
#teldat
#vaws2021
#china
#news
#military
#ai

Description:
Description
The graph represents a network of 189 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 Sunday, 07 March 2021 at 18:35 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 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, 32-minute period from Saturday, 20 February 2021 at 03:07 UTC to Friday, 05 March 2021 at 23:40 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 : 189
Unique Edges : 67
Edges With Duplicates : 271
Total Edges : 338
Number of Edge Types : 5
Retweet : 122
MentionsInRetweet : 132
Tweet : 45
Replies to : 11
Mentions : 28
Self-Loops : 48
Reciprocated Vertex Pair Ratio : 0.025
Reciprocated Edge Ratio : 0.0487804878048781
Connected Components : 44
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 68
Maximum Edges in a Connected Component : 135
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.872905
Graph Density : 0.00461555780704717
Modularity : 0.469736
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 189 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 Sunday, 07 March 2021 at 18:35 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 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, 32-minute period from Saturday, 20 February 2021 at 03:07 UTC to Friday, 05 March 2021 at 23:40 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] http://m.in
[6] https://www.youtube.com/watch?v=u1QFEOBTNcg&feature=youtu.be

[4] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D16jP9Ybr6-c&q=EgS4SO-bGPbP0YEGIhkA8aeDSxPImBObfyXDVqkyzTYpPlA02jZ0MgFy
[2] https://www.linkedin.com/slink?code=dGDPC7Z
[2] https://www.linkedin.com/slink?code=eZ2UaKv
[2] https://www.linkedin.com/slink?code=exc8BwZ
[2] https://www.linkedin.com/slink?code=egZHzzS
[2] https://www.usni.org/magazines/proceedings/2021/march/chinas-desert-storm-education
[2] http://memphisohio.blogspot.com/2015/04/as-key-player-in-intelligence.html?spref=tw
[2] https://www.mistralsolutions.com/homeland-security/solutions/mobile-c4isr-platforms/

Top URLs in Tweet in G2:
[1] https://www.ukrmilitary.com/2021/03/dzvin.html

Top URLs in Tweet in G3:
[2] https://www.mistralsolutions.com/homeland-security/solutions/mobile-c4isr-platforms/
[2] http://memphisohio.blogspot.com/2015/04/as-key-player-in-intelligence.html?spref=tw
[1] https://twitter.com/new27brigade/status/1362787755537797122
[1] https://cloudblogs.microsoft.com/industry-blog/en-ca/g
[1] https://www.linkedin.com/slink?code=d_vECn4
[1] https://twitter.com/Forbes/status/1364222254406656001
[1] https://www.militaryaerospace.com/computers/article/14198290/rackmount-rugged-computer-artificial-intelligence-ai
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-business-development-manager-c4isr-communications-and-navigation-solutions-36017961?campaign_id=38170&cb=1611695506&src=1&tx=IxBKaDxbfPpMkQ&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] https://www.suasnews.com/2021/03/twitter-not-radar-for-urban-air-mobility-safety/
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fmurphyshockeylaw.net%2Funcategorized%2F2523221%2Fsea-based-c4isr-market-latest-trends-2021-global-industry-size-and-challenges-business-growth-insights-competitive-landscape-and-regional-forecast-to-2024%2F&ct=ga&cd=CAIyGjEyMzU3Y2ZlZGQwZDg5YWI6Y29tOmVuOlVT&usg=AFQjCNEAXQfFCN-jTFifb7Z1kiupptHZag&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[2] https://www.usni.org/magazines/proceedings/2021/march/chinas-desert-storm-education

Top URLs in Tweet in G5:
[6] http://m.in
[6] https://www.youtube.com/watch?v=u1QFEOBTNcg&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://apps.gdmissionsystems.com/vAWS/index.html
[1] https://www.afa.org/events/calendar/2021-02-24/aerospace-warfare-symposium?utm_campaign=2021
[1] AFA
[1] AW&utm_content=154694463&utm_medium=social&utm_source=twitter&hss_channel=tw-2584291039

Top URLs in Tweet in G9:
[1] https://www.wd-deo.gc.ca/eng/19917.asp

Top URLs in Tweet in G10:
[1] https://www.news18.com/blogs/india/saurav-jha/indian-air-force-c4isr-capabilities-a-year-end-round-up-10879-748229.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[68] idex
[34] c4isr
[14] c6isrgroup
[6] defense
[6] teldat
[6] vaws2021
[5] china
[4] news
[4] military
[4] ai



Top Hashtags in Tweet in G1:
[68] idex

Top Hashtags in Tweet in G2:
[1] асу
[1] асудзвін
[1] зсу
[1] нато
[1] стандартинато
[1] c4isr
[1] аеророзвідка

Top Hashtags in Tweet in G3:
[5] c4isr
[4] projectmgmt
[4] summerville
[2] surveillance
[1] shiprepair
[1] norfolkva
[1] wefixships
[1] hme
[1] shipyard
[1] f35

Top Hashtags in Tweet in G4:
[5] china

Top Hashtags in Tweet in G5:
[6] teldat
[1] bms
[1] c4isr

Top Hashtags in Tweet in G6:
[6] vaws2021
[3] elbitamerica

Top Hashtags in Tweet in G9:
[2] ai
[1] dronesforgood
[1] isr
[1] c4isr
[1] bvlos
[1] uas
[1] rpas
[1] defense
[1] vtol
[1] wif2021

Top Words
Top Words in Tweet in Entire Graph:
[109] c4isr
[69] 14
[68] شركة
[68] الإلكترونيات
[68] المتقدمة
[68] aec
[68] السعودية
[68] تشارك
[68] بـ
[68] منتج

Top Words in Tweet in G1:
[68] شركة
[68] الإلكترونيات
[68] المتقدمة
[68] aec
[68] السعودية
[68] تشارك
[68] بـ
[68] 14
[68] منتج
[68] بمعرض

Top Words in Tweet in G2:
[21] підполковник
[21] ярослав
[21] гончар
[21] лобісти
[21] дзвону
[21] в
[21] зсу
[21] хочуть
[21] оцифрувати
[21] радянську

Top Words in Tweet in G3:
[16] c4isr
[10] systems
[7] manager
[6] more
[6] system
[5] #c4isr
[5] job
[5] program
[4] control
[4] link

Top Words in Tweet in G4:
[5] #china
[5] enorme
[5] progreso
[5] defensa
[5] implementando
[5] alta
[5] tecnología
[5] c4isr
[3] a_ramosloo
[3] logrado

Top Words in Tweet in G5:
[6] nasz
[6] najnowszy
[6] bms
[6] prezentuje
[6] go
[6] też
[6] defence24
[6] przez
[6] youtube
[6] #teldat

Top Words in Tweet in G6:
[6] #vaws2021
[5] virtually
[5] attending
[5] airforceassoc's
[5] week
[5] inside
[5] interactive
[5] booth
[5] talking
[5] aircraft

Top Words in Tweet in G7:
[2] kalindamwene
[2] nzabandorajust1
[2] blaisekalimba
[2] ianbirrell
[2] unherd
[2] rwanda
[2] keeps
[2] brazenly
[2] frustrating

Top Words in Tweet in G9:
[3] excited
[3] tomorrow's
[3] launch
[3] western
[3] innovation
[3] forum
[3] attending
[3] let's
[3] engaged
[2] ipegasusimagery

Top Words in Tweet in G10:
[2] daeroplate_v2
[2] firezstarter1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[68] شركة,الإلكترونيات
[68] الإلكترونيات,المتقدمة
[68] المتقدمة,aec
[68] aec,السعودية
[68] السعودية,تشارك
[68] تشارك,بـ
[68] بـ,14
[68] 14,منتج
[68] منتج,بمعرض
[68] بمعرض,#idex

Top Word Pairs in Tweet in G1:
[68] شركة,الإلكترونيات
[68] الإلكترونيات,المتقدمة
[68] المتقدمة,aec
[68] aec,السعودية
[68] السعودية,تشارك
[68] تشارك,بـ
[68] بـ,14
[68] 14,منتج
[68] منتج,بمعرض
[68] بمعرض,#idex

Top Word Pairs in Tweet in G2:
[21] підполковник,ярослав
[21] ярослав,гончар
[21] гончар,лобісти
[21] лобісти,дзвону
[21] дзвону,в
[21] в,зсу
[21] зсу,хочуть
[21] хочуть,оцифрувати
[21] оцифрувати,радянську
[21] радянську,армію

Top Word Pairs in Tweet in G3:
[5] manager,c4isr
[4] link,bio
[4] program,manager
[4] c4isr,programs
[4] bae,systems
[4] #summerville,sc
[3] programs,bae
[2] c4isr,systems
[2] job,program
[2] #projectmgmt,#summerville

Top Word Pairs in Tweet in G4:
[5] enorme,progreso
[5] progreso,defensa
[5] defensa,implementando
[5] implementando,alta
[5] alta,tecnología
[5] tecnología,c4isr
[3] a_ramosloo,#china
[3] #china,logrado
[3] logrado,enorme
[3] c4isr,estrategia

Top Word Pairs in Tweet in G5:
[6] nasz,najnowszy
[6] najnowszy,bms
[6] bms,prezentuje
[6] prezentuje,go
[6] go,też
[6] też,defence24
[6] defence24,przez
[6] przez,youtube
[6] youtube,#teldat
[5] teldat_pl,nasz

Top Word Pairs in Tweet in G6:
[5] virtually,attending
[5] attending,airforceassoc's
[5] airforceassoc's,#vaws2021
[5] #vaws2021,week
[5] week,inside
[5] inside,interactive
[5] interactive,booth
[5] booth,talking
[5] talking,aircraft
[4] gdms,virtually

Top Word Pairs in Tweet in G7:
[2] kalindamwene,nzabandorajust1
[2] nzabandorajust1,blaisekalimba
[2] blaisekalimba,ianbirrell
[2] ianbirrell,unherd
[2] unherd,rwanda
[2] rwanda,keeps
[2] keeps,brazenly
[2] brazenly,frustrating

Top Word Pairs in Tweet in G9:
[3] excited,tomorrow's
[3] tomorrow's,launch
[3] launch,western
[3] western,innovation
[3] innovation,forum
[3] forum,attending
[3] attending,let's
[3] let's,engaged
[2] ipegasusimagery,excited

Top Word Pairs in Tweet in G10:
[2] daeroplate_v2,firezstarter1

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@defensearab
@ukrmilitary
@youtube
@teldat_pl
@airforceassoc
@aegisfs
@gdms
@a_ramosloo
@plane_talking
@infogatecl

Top Mentioned in G1:
@defensearab

Top Mentioned in G2:
@ukrmilitary

Top Mentioned in G3:
@jimmyroybloom

Top Mentioned in G4:
@a_ramosloo
@infogatecl
@elordenmundial
@navalwarcollege
@navalnews
@ukdefjournal

Top Mentioned in G5:
@youtube
@teldat_pl

Top Mentioned in G6:
@airforceassoc
@gdms
@elbitsystemsus

Top Mentioned in G7:
@nzabandorajust1
@blaisekalimba
@ianbirrell
@unherd
@peterdemambla
@kalindamwene

Top Mentioned in G8:
@russianforces
@krakek1
@shashj

Top Mentioned in G9:
@ipegasusimagery
@aiac_news

Top Mentioned in G10:
@daeroplate_v2
@firezstarter1

Top Tweeters
Top Tweeters in Entire Graph:
@libertad717
@into_ai
@mc_perekis
@ml_tweet_bot
@jimmyroybloom
@al_owayn
@20_rrrr
@trendsinai
@monzerhakeem
@artificialbra1n

Top Tweeters in G1:
@al_owayn
@20_rrrr
@monzerhakeem
@abounaser_1
@abdullaslamry32
@magedsk949
@mohammad14093
@0057005
@ibrahimtrans
@snsa1978

Top Tweeters in G2:
@mc_perekis
@ggtblaze
@maxnovec38
@favoritbookshop
@saturn71197768
@one45334837
@sannybuck
@olgaolg22798743
@oleksandr01001
@ovsr6norqzhe1zx

Top Tweeters in G3:
@jimmyroybloom
@ainewsfeed
@eagerbeavertech
@robodefencebird
@milijo_bot
@konota_cloud
@mattyorktweets
@mistralsoln
@christochirat
@baesystemsjobs

Top Tweeters in G4:
@elordenmundial
@infogatecl
@edotrigol
@ukdefjournal
@navalnews
@navalwarcollege
@a_ramosloo

Top Tweeters in G5:
@youtube
@olgaberend
@glanckasia
@daniellemke_
@blechmanlukasz
@teldat_pl
@hordykkarolina

Top Tweeters in G6:
@libertad717
@izraelthe
@airforceassoc
@gdms
@elbitsystemsus
@gdms_careers
@burdickmaritime

Top Tweeters in G7:
@kalindamwene
@ianbirrell
@unherd
@blaisekalimba
@nzabandorajust1
@peterdemambla

Top Tweeters in G8:
@bleddb
@shashj
@russianforces
@krakek1
@spacedaporras

Top Tweeters in G9:
@aiac_news
@aiacpacific
@ipegasusimagery
@asi_alberta

Top Tweeters in G10:
@firezstarter1
@prasadsatya10
@daeroplate_v2
@ib4uanytime


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