northrop grumman, Twitter, 5/24/2022 6:08:58 AM, 276961


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northrop grumman_2022-05-23_21-30-00.xlsx
northrop grumman_2022-05-23_21-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3wOQAyd
@chuckmodi1
@coralivesey
@decampdave
@mencardinal
@c_3c_3
@codepink
@chiragp87233561
@aiphansenior
@elonmusk
@esa

Top hashtags:
#python
#careers
#jobs
#simulation
#programming
#forte11
#ukraine
#uav
#usaf
#romania

Description:
Description
The graph represents a network of 2,083 Twitter users whose tweets in the requested range contained "northrop grumman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 24 May 2022 at 04:32 UTC.

The requested start date was Tuesday, 24 May 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, 22-hour, 59-minute period from Tuesday, 10 May 2022 at 00:45 UTC to Monday, 23 May 2022 at 23:44 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 : 2083
Unique Edges : 1029
Edges With Duplicates : 2843
Total Edges : 3872
Number of Edge Types : 5
Retweet : 1159
MentionsInRetweet : 1341
Replies to : 251
Tweet : 739
Mentions : 382
Self-Loops : 754
Reciprocated Vertex Pair Ratio : 0.00586854460093897
Reciprocated Edge Ratio : 0.0116686114352392
Connected Components : 591
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 352
Maximum Edges in a Connected Component : 838
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.663433
Graph Density : 0.000395221736918829
Modularity : 0.48761
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,083 Twitter users whose tweets in the requested range contained "northrop grumman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 24 May 2022 at 04:32 UTC.

The requested start date was Tuesday, 24 May 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, 22-hour, 59-minute period from Tuesday, 10 May 2022 at 00:45 UTC to Monday, 23 May 2022 at 23:44 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 : northrop grumman
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:
[56] https://www.flightradar24.com/FORTE11/2be5a30f
[42] https://defence-ua.com/news/visokotochna_minibomba_hatchet_vid_northrop_grumman_dlja_bpla_vzhe_gotova_do_boju_chekajemo_u_zsu-7462.html
[10] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/
[7] https://holylandtokyo.com/2022/05/16/3202/
[5] https://ftx.us/home/#a=11525991
[5] https://click.appcast.io/track/bnzw3fv?cs=k6e&exch=39&jg=4ntj&bid=WMix2IqKTPc4EDqFoByA8w==&ob=tSCXVcQVbofZldxz3pYRyg==&cat=pr&sar_id=2tjruxu&jpos=143&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[5] https://click.appcast.io/track/cwomlc1?cs=k6e&exch=39&jg=4ntf&bid=WMix2IqKTPc4EDqFoByA8w==&ob=tSCXVcQVbofZldxz3pYRyg==&cat=pr&sar_id=32qw0iq&jpos=82&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[5] https://www.codepink.org/justransition_ng?recruiter_id=418104
[4] http://trollcolors.com/TrollCatch.php?SetThisStock=ATK&SetThisPeriod=6-Week&SetThisDisplayMatrix=4x4&PriceModel=Dollar&thisZoomedGraph=-1
[4] https://www.uasvision.com/2022/05/23/northrop-grumman-test-fires-hatchet-from-tuas/

Top URLs in Tweet in G1:
[9] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/
[5] https://www.codepink.org/justransition_ng?recruiter_id=418104
[5] https://ftx.us/home/#a=11525991
[4] http://trollcolors.com/TrollCatch.php?SetThisStock=ATK&SetThisPeriod=6-Week&SetThisDisplayMatrix=4x4&PriceModel=Dollar&thisZoomedGraph=-1
[3] https://www.codepink.org/justransition_ng
[3] http://trollcolors.com/TrollCatch.php?SetThisStock=NOC&SetThisPeriod=6-Week&SetThisDisplayMatrix=4x4&PriceModel=Dollar&thisZoomedGraph=-1
[2] https://event.sw.siemens.com/realize-live-americas/agenda?speakers=1500068&spr_cid=120_688&spr_apid=300000277885788
[2] https://washingtontechnology.com/companies/2022/05/northrop-elevates-new-diversity-chief-within-its-own-ranks/366803/
[2] https://militaryleak.com/2022/05/11/northrop-grummans-faad-c2-plays-integral-role-testing-jadc2-messaging-standard/
[2] https://www.spacelaunchschedule.com/space-news/northrop-grumman-says-it-has-backup-plan-for-iss-resupply-but-silent-on-details/

Top URLs in Tweet in G2:
[1] https://twitter.com/codepink/status/1526935696858140677
[1] https://twitter.com/rushdibbc/status/1525114366403743744

Top URLs in Tweet in G3:
[1] https://www.cnas.org/support-cnas/cnas-supporters
[1] https://twitter.com/MeetThePress/status/1525917607236345856
[1] https://www.codepink.org/justransition_ng?recruiter_id=920661

Top URLs in Tweet in G5:
[2] https://www.codepink.org/justransition_ng?recruiter_id=788217
[2] https://www.codepink.org/justransition_ng?recruiter_id=786942
[2] https://www.codepink.org/justransition_ng?recruiter_id=720209
[1] https://www.codepink.org/justransition_ng

Top URLs in Tweet in G6:
[55] https://www.flightradar24.com/FORTE11/2be5a30f

Top URLs in Tweet in G7:
[2] https://prospect.org/power/the-members-of-congress-who-profit-from-war/?msclkid=cd128644d0c711ec8fde9793ef64368d
[1] https://prospect.org/power/the-members-of-congress-who-profit-from-war/

Top URLs in Tweet in G8:
[1] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/

Top URLs in Tweet in G9:
[1] https://twitter.com/MIL_STD/status/1455224589101977611
[1] https://oshkoshdefense.com/oshkosh-defense-highlights-advanced-technology-capabilities-at-modern-day-marine-2022/

Top URLs in Tweet in G10:
[41] https://defence-ua.com/news/visokotochna_minibomba_hatchet_vid_northrop_grumman_dlja_bpla_vzhe_gotova_do_boju_chekajemo_u_zsu-7462.html

Top Domains
Top Domains in Tweet in Entire Graph:
[233] appcast.io
[67] flightradar24.com
[64] codepink.org
[51] twitter.com
[42] defence-ua.com
[20] northropgrumman.com
[16] youtube.com
[12] spaceflightnow.com
[11] insideri.com
[8] thedailyvale.com

Top Domains in Tweet in G1:
[55] codepink.org
[27] twitter.com
[11] flightradar24.com
[11] insideri.com
[9] spaceflightnow.com
[8] pressreleasepoint.com
[7] thedailyvale.com
[7] frontend.la
[7] trollcolors.com
[6] linkedin.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[1] cnas.org
[1] twitter.com
[1] codepink.org

Top Domains in Tweet in G5:
[7] codepink.org

Top Domains in Tweet in G6:
[55] flightradar24.com

Top Domains in Tweet in G7:
[3] prospect.org

Top Domains in Tweet in G8:
[1] spaceflightnow.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] oshkoshdefense.com

Top Domains in Tweet in G10:
[41] defence-ua.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] python
[33] careers
[32] jobs
[24] simulation
[22] programming
[22] forte11
[21] ukraine
[19] uav
[19] usaf
[18] romania



Top Hashtags in Tweet in G1:
[18] romania
[16] ukraine
[14] forte11
[10] jobs
[10] nato
[10] usaf
[9] ukrainerussiawar
[9] livetracking
[8] news
[8] northropgrumman

Top Hashtags in Tweet in G5:
[1] workersrights

Top Hashtags in Tweet in G7:
[1] ukraine

Top Hashtags in Tweet in G10:
[7] northrop
[7] grumman
[7] global
[7] hawk
[3] forte11
[3] sigonella
[3] uav
[3] usaf

Top Words
Top Words in Tweet in Entire Graph:
[1787] northrop
[1759] grumman
[337] raytheon
[276] lockheed
[259] martin
[255] looking
[233] boeing
[224] engineer
[214] principal
[211] rq

Top Words in Tweet in G1:
[423] northrop
[416] grumman
[69] war
[63] annual
[62] meeting
[56] noc
[56] industries
[55] lockheed
[55] support
[54] calling

Top Words in Tweet in G2:
[134] funding
[134] supports
[73] chuckmodi1
[67] politician
[67] giving
[67] ukraine
[67] brutalization
[66] 40b
[65] pal
[17] northrop

Top Words in Tweet in G3:
[69] northrop
[69] grumman
[66] top
[66] think
[66] tank
[65] donors
[64] nbc
[64] news
[64] teaming
[64] neocon

Top Words in Tweet in G4:
[110] somalia
[73] raytheon
[73] northrop
[73] grumman
[70] c_3c_3
[57] send
[56] trump
[55] joe
[55] biden
[55] troops

Top Words in Tweet in G5:
[121] codepink
[79] northrop
[79] grumman
[75] transition
[67] away
[62] shareholder
[62] meeting
[54] morning
[54] dc
[54] team

Top Words in Tweet in G6:
[55] meanwhile
[55] 54
[55] 000
[55] feet
[55] over
[55] black
[55] sea
[55] northrop
[55] grumman
[55] rq

Top Words in Tweet in G7:
[53] senators
[53] representatives
[53] stock
[52] roscalt
[52] members
[52] congress
[52] profit
[52] war
[50] latstetter
[45] jmonti84

Top Words in Tweet in G8:
[38] northrop
[36] grumman
[34] space
[33] company
[32] backup
[32] plan
[32] fulfill
[32] contract
[32] resupply
[32] international

Top Words in Tweet in G9:
[49] northrop
[49] grumman
[46] mil_std
[45] door
[45] heavy
[45] guns
[45] carrier
[45] hgc
[45] jltv
[45] equipped

Top Words in Tweet in G10:
[42] northrop
[42] grumman
[41] високоточна
[41] мінібомба
[41] hatchet
[41] від
[41] для
[41] бпла
[41] вже
[41] готова

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1748] northrop,grumman
[252] grumman,looking
[245] lockheed,martin
[194] grumman,rq
[171] global,hawk
[161] united,states
[160] rq,4b
[152] raytheon,northrop
[147] 4b,global
[136] general,dynamics

Top Word Pairs in Tweet in G1:
[414] northrop,grumman
[54] calling,northrop
[54] grumman,annual
[54] annual,shareholder
[54] shareholder,meeting
[54] meeting,transition
[54] peaceful,industries
[52] transition,peaceful
[52] industries,add
[52] add,name

Top Word Pairs in Tweet in G2:
[67] funding,politician
[67] politician,supports
[67] supports,giving
[67] ukraine,supports
[67] supports,funding
[67] funding,brutalization
[66] giving,40b
[66] 40b,ukraine
[65] chuckmodi1,funding
[65] brutalization,pal

Top Word Pairs in Tweet in G3:
[69] northrop,grumman
[66] think,tank
[64] nbc,news
[64] news,teaming
[64] teaming,neocon
[64] neocon,think
[64] tank,cnas
[64] cnas,whose
[64] whose,top
[64] top,donors

Top Word Pairs in Tweet in G4:
[73] northrop,grumman
[71] raytheon,northrop
[55] joe,biden
[55] biden,send
[55] send,troops
[55] troops,president
[55] president,trump
[55] trump,removed
[55] removed,somalia
[55] somalia,back

Top Word Pairs in Tweet in G5:
[79] northrop,grumman
[67] transition,away
[62] shareholder,meeting
[54] morning,codepink
[54] codepink,dc
[54] dc,team
[54] team,friends
[54] friends,disrupted
[54] disrupted,northrop
[54] grumman,shareholder

Top Word Pairs in Tweet in G6:
[55] meanwhile,54
[55] 54,000
[55] 000,feet
[55] feet,over
[55] over,black
[55] black,sea
[55] sea,northrop
[55] northrop,grumman
[55] grumman,rq
[55] rq,4b

Top Word Pairs in Tweet in G7:
[53] senators,representatives
[53] representatives,stock
[52] members,congress
[52] congress,profit
[52] profit,war
[52] war,senators
[45] jmonti84,roscalt
[45] roscalt,members
[44] latstetter,jmonti84
[7] roscalt,jeananncord

Top Word Pairs in Tweet in G8:
[36] northrop,grumman
[32] grumman,backup
[32] backup,plan
[32] plan,fulfill
[32] fulfill,company
[32] company,contract
[32] contract,resupply
[32] resupply,international
[32] international,space
[31] spaceflightnow,northrop

Top Word Pairs in Tweet in G9:
[49] northrop,grumman
[45] door,heavy
[45] heavy,guns
[45] guns,carrier
[45] carrier,hgc
[45] hgc,jltv
[45] jltv,equipped
[45] equipped,john
[45] john,cockrill
[45] cockrill,cpws

Top Word Pairs in Tweet in G10:
[42] northrop,grumman
[41] високоточна,мінібомба
[41] мінібомба,hatchet
[41] hatchet,від
[41] від,northrop
[41] grumman,для
[41] для,бпла
[41] бпла,вже
[41] вже,готова
[41] готова,до

Top Replied-To
Top Replied-To in Entire Graph:
@usnavy
@deptofdefense
@tinyklaus
@eridan626
@humanityvo_alt
@elonmusk
@meetthepress
@showtime
@stevemeier853
@aleatoriosf1

Top Replied-To in G2:
@proudsocialist
@chuckmodi1
@meghamohan

Top Replied-To in G3:
@maja_megg
@therealstoryplz
@julesqinkai
@katalin_pota

Top Replied-To in G5:
@monoblancoatx

Top Replied-To in G7:
@pat_riot_21
@jmonti84
@roscalt

Top Replied-To in G8:
@aerospatialt

Top Replied-To in G9:
@halberenson

Top Mentioned
Top Mentioned in Entire Graph:
@pythonjobsfeed
@chuckmodi1
@c_3c_3
@codepink
@decampdave
@wipljw
@flightradar24
@roscalt
@latstetter
@mil_std

Top Mentioned in G1:
@texasfreespirit
@demathacatholic
@only1ferguson
@mariascalef2
@novashpakova
@kremsermariana1
@amyvribot
@blessed395

Top Mentioned in G2:
@chuckmodi1
@flowermusickids
@proudsocialist
@codepink

Top Mentioned in G3:
@decampdave
@caitoz
@chuckmodi1
@gritty20202

Top Mentioned in G4:
@c_3c_3

Top Mentioned in G5:
@codepink
@chuckmodi1
@simon_a_wood
@kthalps

Top Mentioned in G6:
@flightradar24

Top Mentioned in G7:
@roscalt
@latstetter
@jmonti84
@jeananncord
@jmbenson1491
@chuckmodi1
@c_3c_3

Top Mentioned in G8:
@spaceflightnow
@lh2nhi
@davidnagysfgang
@virgingalactic
@defconfuck
@dr_thomasz
@nasamars
@esa

Top Mentioned in G9:
@mil_std

Top Mentioned in G10:
@defenseexpress
@ua4wiy_
@mil_std

Top Tweeters
Top Tweeters in Entire Graph:
@yoshiki7111
@crweworld
@superalloyzz
@jacekwierzbicki
@libertad717
@newsfilterio
@prpnews
@flashalert_me
@dgendvil
@thehill

Top Tweeters in G1:
@yoshiki7111
@crweworld
@jacekwierzbicki
@newsfilterio
@prpnews
@flashalert_me
@dgendvil
@frontendla
@mary_swilling
@redot2005

Top Tweeters in G2:
@purplegarter1
@march4progress
@mattlabor
@matthewbadass2
@motherslit
@tifffuxxsake
@maggicarter
@herqueen_
@mystical0404
@peterbayley

Top Tweeters in G3:
@brendahazelhur1
@katalin_pota
@spacettf
@orwell4ever
@martianlobotomy
@clmuseum
@pmcall
@silas216
@amborin
@l_gale517

Top Tweeters in G4:
@eliz_hightower
@s_soteria
@cat3183
@donnamoon81146
@reeltexas
@charlamaigne
@trocbe
@bobbyd0414
@vollrathtammie
@stephe96

Top Tweeters in G5:
@youranonriots
@paulsorrentino3
@lalitapetila
@acobasi
@simon_a_wood
@juliesbooks
@marilynwinders
@littlebirdsteph
@tedgrunewald
@hollyblomberg

Top Tweeters in G6:
@rss21uwdj85g3zn
@tamosan
@gntlman
@seafurry
@lucianoquaranta
@liese_mueller
@mrcellaneous
@jetlifeual
@iannetts70
@amanfromnowher1

Top Tweeters in G7:
@yllekonadnerb
@barbaralnewsome
@jmbenson1491
@supertwaddle
@coralivesey
@teambernie27001
@angelsavant
@nancyhweaver1
@tymesnow
@wiseoldchild

Top Tweeters in G8:
@fussoo_moe
@miminaga
@fuji_503
@ekispress
@nishikazu_nkc
@1970chione
@chrisastro
@shuttlealmanac
@n_fujisawa
@chageimgur

Top Tweeters in G9:
@jmramos1701d
@ryunosinfx
@jfifudhdvhdjzuh
@anil7kishan
@davidisaksen
@btfcetinkaya
@tkmeyer2020
@forcesreviewuk
@vakehelfa
@traininggrounde

Top Tweeters in G10:
@globalcopyright
@knightoff3
@mc_perekis
@nichkanightua
@lisskin17
@shakhtarska
@tw_nd_1984
@pyuqqnekqtjgizf
@xy_krasnodon
@nboloban