c4ISR, Twitter, 7/31/2021 6:43:20 PM, 259259


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c4ISR_2021-07-31_10-12-01.xlsx
c4ISR_2021-07-31_10-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2021
Short Description:
c4ISR via NodeXL https://bit.ly/3BZtgy1
@sakimori8821
@fanfare100
@jinx3cats
@sumannne
@peter_dutton
@jlynne93680271
@haydentiff
@timinhonolulu
@_worldsolutions
@jimmyincyber

Top hashtags:
#c4isr
#isr
#uav
#uas
#electronicwarfare
#ew
#istar
#drone
#emso
#russia

Description:
Description
The graph represents a network of 118 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, 31 July 2021 at 17:12 UTC.

The requested start date was Saturday, 31 July 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 12-day, 6-hour, 30-minute period from Sunday, 18 July 2021 at 11:40 UTC to Friday, 30 July 2021 at 18:10 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 : 118
Unique Edges : 64
Edges With Duplicates : 189
Total Edges : 253
Number of Edge Types : 5
Replies to : 16
Mentions : 25
Tweet : 69
Retweet : 53
MentionsInRetweet : 90
Self-Loops : 73
Reciprocated Vertex Pair Ratio : 0.0196078431372549
Reciprocated Edge Ratio : 0.0384615384615385
Connected Components : 41
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 53
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.273927
Graph Density : 0.00753295668549906
Modularity : 0.446621
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 118 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, 31 July 2021 at 17:12 UTC.

The requested start date was Saturday, 31 July 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 12-day, 6-hour, 30-minute period from Sunday, 18 July 2021 at 11:40 UTC to Friday, 30 July 2021 at 18:10 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:
[12] https://www.jwing.net/news/27462
[6] https://vanguardcanada.com/on-demand-c4isr-and-beyond-2021-video-panel-4-delivering-digital/
[2] https://www.linkedin.com/slink?code=ed_x6x5
[2] https://twitter.com/COMINT_SIGINT/status/1417818442573418498
[2] https://event.potomacofficersclub.com/event/register_page?events=7014y0000013yikAAA&page=S&src=SAKeller
[1] https://www.linkedin.com/slink?code=dpch-bx
[1] https://www.linkedin.com/slink?code=dTDDETk
[1] https://www.linkedin.com/slink?code=d2Cx7Pa
[1] https://www.linkedin.com/slink?code=dzKxhRb
[1] https://www.linkedin.com/slink?code=ej6yfbk

Top URLs in Tweet in G1:
[6] https://vanguardcanada.com/on-demand-c4isr-and-beyond-2021-video-panel-4-delivering-digital/
[1] https://publicistrecords.com/2021/07/20/c4isr-market-report-2021-upcoming-trends-demand-regional-analysis-and-forecast-2026/
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-engineering-manager-c4isr-systems-39733996?campaign_id=38170&cb=1623851892&src=1&tx=1QSm3QG3D0IHrA&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] https://www.careerarc.com/job-listing/bae-systems-jobs-c4isr-solutions-manager-of-price-to-win-analysis-40183518?campaign_id=38170&cb=1623851892&src=1&tx=uTHQGZvQ3xgGYQ&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] https://youtu.be/xR_SeA-cDnU?sf147735921=1
[1] https://twitter.com/syakurou_sabage/status/1418219606594908175
[1] https://www.c4isrnet.com/battlefield-tech/space/2021/07/22/space-force-delivers-software-upgrades-to-satellite-communications-system/?utm_source=facebook.com&utm_medium=social&utm_campaign=Socialflow+DFN&fbclid=IwAR0Y8gG7YMV-zhnPsDRJtg0uHGUGXqxbw6672bP7_hlRTVLrVTLluIH1cDY
[1] https://radarbanyumas.co.id/danseskoau-c4isr-tingkatkan-platfrom-pertahanan/
[1] https://www.cintiqs.com/
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G2:
[12] https://www.jwing.net/news/27462
[1] https://twitter.com/sakimori8821/status/1419230291739115520?s=21

Top URLs in Tweet in G6:
[1] https://maritime-executive.com/article/cssc-lays-keel-for-drone-carrying-autonomous-research-vessel?fb_ref=LBmC1Z32Px-Twitter&utm_source=Twitter&utm_medium=ShareButton&utm_campaign=GetSocial

Top URLs in Tweet in G8:
[1] https://leadershipvoices.govexec.com/leidos/defense/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[59] c4isr
[24] isr
[24] uav
[24] uas
[22] electronicwarfare
[22] ew
[22] istar
[22] drone
[22] emso
[22] russia



Top Hashtags in Tweet in G1:
[11] c4isr
[2] nowhiring
[2] technology
[1] engineering
[1] businessmgmt
[1] l3harris
[1] spaceforce
[1] nasional
[1] pemprovjabar
[1] techtuesday

Top Hashtags in Tweet in G3:
[4] c4isr
[3] financial

Top Hashtags in Tweet in G7:
[1] missiletech
[1] c4isr
[1] cruisemissile

Top Hashtags in Tweet in G8:
[2] c4isr
[2] ai
[1] dod
[1] modernization

Top Words
Top Words in Tweet in Entire Graph:
[59] #c4isr
[33] c4isr
[24] #isr
[24] #uav
[24] #uas
[22] #electronicwarfare
[22] #ew
[22] #istar
[22] #drone
[22] #emso

Top Words in Tweet in G1:
[11] #c4isr
[9] c4isr
[7] 2021
[7] demand
[6] here's
[6] beyond
[6] video
[6] panel
[6] delivering
[6] digital

Top Words in Tweet in G2:
[12] こうやって実際に使われてるのを見ると
[12] 広多無ってやっぱc4isrシステムなんだなぁって思うよね
[12] 防衛省
[12] 広帯域多目的無線機の能力を実演展示
[12] 航空新聞社
[11] sakimori8821

Top Words in Tweet in G3:
[8] fanfare100
[7] bryceweiner
[7] qasamwahid
[7] la__cuen
[7] thestalwart
[6] haydentiff
[6] nick
[4] #c4isr
[4] under
[4] think

Top Words in Tweet in G4:
[8] leading
[7] blue
[7] halo
[4] bluehalo_llc
[4] transformation
[4] modern
[4] warfare
[4] bluehalo
[4] purpose
[4] built

Top Words in Tweet in G5:
[5] sumannne
[5] ちなみに現在の本邦はc4isrどころではなくc3もてんでアカンよな
[5] pcrを毛嫌いしている時点で偵殺どころか偵察行動そのものを拒否
[5] 当然情報も監視もアウト
[5] デジタル大臣がただの恫喝大臣だからコンピュータもダメ
[5] 指揮統制通信も見ての通り
[2] なお現代ではc4iとかc4isrとも言います

Top Words in Tweet in G6:
[10] research
[10] vessel
[6] drone
[5] cssc
[5] lays
[5] keel
[5] carrying
[5] autonomous
[5] sure
[5] capabilities

Top Words in Tweet in G7:
[5] uk
[5] iiss_org
[5] merics_eu
[5] fheisbourg
[5] survivaleditors
[5] thenesacenter
[5] commonsdefence
[5] stcom
[5] lawfareblog
[5] theatlantic

Top Words in Tweet in G8:
[2] understanding
[2] mission
[2] critical
[2] challenges
[2] determination
[2] revolutionize
[2] capabilities
[2] #c4isr
[2] #ai
[2] ml

Top Words in Tweet in G10:
[4] 8c
[4] joint
[4] stars
[4] c4isr
[4] command
[4] control
[4] aircraft
[4] over
[4] japan
[4] call

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[24] #uav,#uas
[22] #electronicwarfare,#ew
[22] #ew,#isr
[22] #isr,#c4isr
[22] #c4isr,#istar
[22] #istar,#drone
[22] #drone,#uav
[22] #uas,#emso
[22] #emso,#russia
[22] #russia,#airdefence

Top Word Pairs in Tweet in G1:
[6] here's,demand
[6] demand,#c4isr
[6] #c4isr,beyond
[6] beyond,2021
[6] 2021,video
[6] video,panel
[6] panel,delivering
[6] delivering,digital
[6] digital,watch
[4] hso,anoka

Top Word Pairs in Tweet in G2:
[12] こうやって実際に使われてるのを見ると,広多無ってやっぱc4isrシステムなんだなぁって思うよね
[12] 広多無ってやっぱc4isrシステムなんだなぁって思うよね,防衛省
[12] 防衛省,広帯域多目的無線機の能力を実演展示
[12] 広帯域多目的無線機の能力を実演展示,航空新聞社
[11] sakimori8821,こうやって実際に使われてるのを見ると

Top Word Pairs in Tweet in G3:
[7] bryceweiner,qasamwahid
[7] qasamwahid,la__cuen
[7] la__cuen,thestalwart
[6] haydentiff,bryceweiner
[4] thestalwart,fanfare100
[4] fanfare100,think
[4] think,possible
[4] possible,crypto
[4] crypto,transactions
[3] nbougalis,haydentiff

Top Word Pairs in Tweet in G4:
[7] blue,halo
[5] halo,leading
[4] leading,transformation
[4] transformation,modern
[4] modern,warfare
[4] warfare,bluehalo
[4] bluehalo,purpose
[4] purpose,built
[4] built,provide
[4] provide,industry

Top Word Pairs in Tweet in G5:
[5] ちなみに現在の本邦はc4isrどころではなくc3もてんでアカンよな,pcrを毛嫌いしている時点で偵殺どころか偵察行動そのものを拒否
[5] pcrを毛嫌いしている時点で偵殺どころか偵察行動そのものを拒否,当然情報も監視もアウト
[5] 当然情報も監視もアウト,デジタル大臣がただの恫喝大臣だからコンピュータもダメ
[5] デジタル大臣がただの恫喝大臣だからコンピュータもダメ,指揮統制通信も見ての通り
[4] sumannne,ちなみに現在の本邦はc4isrどころではなくc3もてんでアカンよな

Top Word Pairs in Tweet in G6:
[10] research,vessel
[5] cssc,lays
[5] lays,keel
[5] keel,drone
[5] drone,carrying
[5] carrying,autonomous
[5] autonomous,research
[5] vessel,research
[5] vessel,sure
[5] sure,capabilities

Top Word Pairs in Tweet in G7:
[5] uk,iiss_org
[5] iiss_org,merics_eu
[5] merics_eu,fheisbourg
[5] fheisbourg,survivaleditors
[5] survivaleditors,thenesacenter
[5] thenesacenter,commonsdefence
[5] commonsdefence,stcom
[5] stcom,lawfareblog
[5] lawfareblog,theatlantic
[5] theatlantic,bloomberg

Top Word Pairs in Tweet in G8:
[2] understanding,mission
[2] mission,critical
[2] critical,challenges
[2] challenges,determination
[2] determination,revolutionize
[2] revolutionize,capabilities
[2] capabilities,#c4isr
[2] #c4isr,#ai
[2] #ai,ml
[2] ml,read

Top Word Pairs in Tweet in G10:
[4] 8c,joint
[4] joint,stars
[4] stars,c4isr
[4] c4isr,command
[4] command,control
[4] control,aircraft
[4] aircraft,over
[4] over,japan
[4] japan,call
[4] call,sign

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sakimori8821
@fanfare100
@qasamwahid
@la__cuen
@thestalwart
@haydentiff
@bryceweiner
@sumannne
@peter_dutton
@_worldsolutions

Top Mentioned in G1:
@cintiqs

Top Mentioned in G2:
@sakimori8821

Top Mentioned in G3:
@fanfare100
@qasamwahid
@la__cuen
@thestalwart
@haydentiff
@bryceweiner
@samouraiwallet
@nbougalis
@marketsbylili

Top Mentioned in G4:
@bluehalo_llc
@jinx3cats
@nmecondev
@cabq
@mayorkeller
@govmlg
@kob4

Top Mentioned in G5:
@sumannne

Top Mentioned in G6:
@peter_dutton

Top Mentioned in G7:
@_worldsolutions

Top Mentioned in G8:
@1901group
@govexec
@leidos

Top Mentioned in G9:
@harry_lye
@totherchris

Top Mentioned in G10:
@timinhonolulu

Top Tweeters
Top Tweeters in Entire Graph:
@amr_shin
@syatekiya072
@lm700j
@paramilipic
@ebikiti_shrimp
@thestalwart
@botcybersec
@briefing__room
@timinhonolulu
@pyscalellc

Top Tweeters in G1:
@briefing__room
@radarmasnetwork
@deefmn
@heydar_ross_k
@fsbalfa
@dr_m_davis
@l3harristech
@vanguardmag
@peter_clooney
@baesystemsjobs

Top Tweeters in G2:
@syatekiya072
@lm700j
@ebikiti_shrimp
@unknownotsu
@squl_
@sakimori8821
@kazuhideto
@chageimgur
@88_bou
@militarysyoshin

Top Tweeters in G3:
@thestalwart
@fanfare100
@haydentiff
@bryceweiner
@qasamwahid
@la__cuen
@nbougalis
@samouraiwallet
@dlozambrano
@marketsbylili

Top Tweeters in G4:
@jeremy13605986
@kob4
@cabq
@mayorkeller
@govmlg
@nmecondev
@jinx3cats
@bluehalo_llc
@jlynne93680271

Top Tweeters in G5:
@amr_shin
@sumannne
@osaka_sentaro
@smnkmxdd4cjncxd
@illusion_no17
@bnrtvmziasxjs0u

Top Tweeters in G6:
@andrewserickson
@navy_hipple
@michaelmarich4
@calvinfoster
@peter_dutton

Top Tweeters in G7:
@wsjp_insight
@wsi_usa
@_worldsolutions
@wslightly

Top Tweeters in G8:
@pyscalellc
@govexec
@1901group
@leidos

Top Tweeters in G9:
@totherchris
@jimmyincyber
@harry_lye
@rude_mechanic

Top Tweeters in G10:
@timinhonolulu
@missy1275
@rjeanroberts
@aztcljune


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