NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

northrop grumman_2021-01-18_21-07-52.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
January 19, 2021
Short Description:
northrop grumman via NodeXL https://bit.ly/2Nf13OR
@aaronmehta
@northropgrumman
@raytheontech
@5_2blue
@kazweida
@nasa
@space_station
@zbiam_news
@susavestheworld
@macdonmg

Top hashtags:
#cygnus
#jobs
#securityclearance
#clearances
#nasa
#opportunity
#otd
#uav
#space

Description:
Description
The graph represents a network of 4,483 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, 19 January 2021 at 05:19 UTC.

The requested start date was Tuesday, 19 January 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, 21-hour, 3-minute period from Tuesday, 05 January 2021 at 03:57 UTC to Tuesday, 19 January 2021 at 01:00 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 : 4483
Unique Edges : 2885
Edges With Duplicates : 5396
Total Edges : 8281
Number of Edge Types : 5
Retweet : 2479
MentionsInRetweet : 3208
Tweet : 1922
Mentions : 447
Replies to : 225
Self-Loops : 2077
Reciprocated Vertex Pair Ratio : 0.00292319957480733
Reciprocated Edge Ratio : 0.00582935877053524
Connected Components : 1655
Single-Vertex Connected Components : 1339
Maximum Vertices in a Connected Component : 1813
Maximum Edges in a Connected Component : 4439
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.998724
Graph Density : 0.000187828419783678
Modularity : 0.504326
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,483 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, 19 January 2021 at 05:19 UTC.

The requested start date was Tuesday, 19 January 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, 21-hour, 3-minute period from Tuesday, 05 January 2021 at 03:57 UTC to Tuesday, 19 January 2021 at 01:00 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:
[1038] http://www.nasa.gov/image-feature/northrop-grummans-cygnus-space-freighter-departs-space-station
[63] https://www.nasa.gov/image-feature/northrop-grummans-cygnus-space-freighter-departs-space-station/
[49] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/
[35] https://www.flightglobal.com/fixed-wing/northrop-grumman-to-add-new-electronic-warfare-capabilities-to-f-35/141950.article
[22] https://otakei.otakuma.net/archives/2021011806.html
[16] https://www.pscp.tv/w/csR_bjFXTEVST3J2eXB6UWJ8MXpxS1ZYa2pnWlhKQkS3oZCroE4s8ZeWXauhCgp02t6r7vaX1jQyRSPsUQKm
[15] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/?tid=ss_tw
[15] https://twitter.com/OpenSecretsDC/status/1347633578327363584
[12] https://defence-blog.com/news/northrop-grumman-confirms-that-france-to-purchase-e-2d-advanced-hawkeye-aircraft.html
[12] https://www.airforcemag.com/northrop-grumman-ew-system-could-be-installed-on-about-450-f-16s-if-successful/

Top URLs in Tweet in G1:
[920] http://www.nasa.gov/image-feature/northrop-grummans-cygnus-space-freighter-departs-space-station
[42] https://www.nasa.gov/image-feature/northrop-grummans-cygnus-space-freighter-departs-space-station/
[29] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/
[12] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/?tid=ss_tw
[6] http://www.nasa.gov/image-feature/northrop-grummans-cygnus-space-freighter-departs-space-station?utm_source=dlvr.it&utm_medium=twitter
[5] https://spaceflightnow.com/2021/01/06/northrop-grumman-cargo-ship-concludes-three-month-stay-at-space-station/
[5] https://www.foxnews.com/science/northrop-grumman-cygnus-departs-space-station
[5] https://www.defensenews.com/smr/transition/2021/01/11/defense-primes-quiet-on-whether-they-will-halt-campaign-donations-to-lawmakers-who-voted-against-election-results/
[4] https://www.nasa.gov/press-release/nasa-television-to-air-departure-of-northrop-grumman-s-cygnus-from-space-station/
[4] https://twinybots.ch/

Top URLs in Tweet in G2:
[88] http://www.nasa.gov/image-feature/northrop-grummans-cygnus-space-freighter-departs-space-station
[16] https://www.pscp.tv/w/csR_bjFXTEVST3J2eXB6UWJ8MXpxS1ZYa2pnWlhKQkS3oZCroE4s8ZeWXauhCgp02t6r7vaX1jQyRSPsUQKm
[11] https://www.airforcemag.com/northrop-grumman-ew-system-could-be-installed-on-about-450-f-16s-if-successful/
[7] https://www.blogbeforeflight.net/2021/01/usaf-f16-fighters-get-electronic-countermeasures-Northrop-Grumman.html
[5] https://www.youtube.com/watch?v=uJ6VIJprt7w&feature=youtu.be

[5] http://alert5.com/2021/01/13/northrop-grumman-selected-to-provide-ew-suite-digital-rwr-for-usaf-f-16s/
[4] http://english.defensearabia.com/northrop-grumman-downselected-as-sole-contractor-for-us-air-force-f-16-electronic-warfare-suite/
[4] http://english.defensearabia.com/northrop-grumman-confirms-that-france-to-purchase-e-2d-advanced-hawkeye-aircraft/
[3] https://news.northropgrumman.com/news/releases/northrop-grumman-and-nasa-complete-final-sunshield-deployment-test-on-the-james-webb-space-telescope
[3] http://en.aviation-report.com/france-signs-agreement-to-purchase-northrop-grumman-e2d-advanced-hawkeye/

Top URLs in Tweet in G3:
[2] https://www.defensenews.com/smr/transition/2021/01/11/defense-primes-quiet-on-whether-they-will-halt-campaign-donations-to-lawmakers-who-voted-against-election-results/
[2] https://www.defensenews.com/smr/transition/2021/01/11/defense-primes-quiet-on-whether-they-will-halt-campaign-donations-to-lawmakers-who-voted-against-election-results/#.X_zzWiDWsa8.twitter
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-downselected-as-sole-contractor-for-us-air-force-f-16-electronic-warfare-suite-6829275#.X_x6FOkD6i8.twitter

Top URLs in Tweet in G4:
[1] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/

Top URLs in Tweet in G5:
[3] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/
[1] https://www.bostonglobe.com/2021/01/11/business/no-money-gop-lawmakers-who-tried-undermine-election-say-ge-blue-cross-state-street/
[1] https://www.defensenews.com/smr/transition/2021/01/11/defense-primes-quiet-on-whether-they-will-halt-campaign-donations-to-lawmakers-who-voted-against-election-results/
[1] https://video.h5.weibo.cn/1034:4590088982560784/4590109872099964
[1] https://twitter.com/rupprechtdeino/status/1346483587005214720

Top URLs in Tweet in G6:
[2] https://twitter.com/AaronMehta/status/1348998919657762819?s=20
[1] https://www.theguardian.com/commentisfree/2021/jan/18/the-capitol-riot-wasnt-a-fringe-uprising-it-was-enabled-by-very-deep-pockets
[1] https://www.defensenews.com/smr/transition/2021/01/11/defense-primes-quiet-on-whether-they-will-halt-campaign-donations-to-lawmakers-who-voted-against-election-results/

Top URLs in Tweet in G7:
[3] https://www.politico.com/news/2021/01/08/alejandro-mayorkas-disclosures-456363

Top URLs in Tweet in G8:
[1] https://www.washingtonpost.com/business/2021/01/12/northrop-grumman-political-donations-riots/

Top URLs in Tweet in G9:
[9] https://defence-blog.com/news/northrop-grumman-confirms-that-france-to-purchase-e-2d-advanced-hawkeye-aircraft.html
[8] https://theaviationist.com/2021/01/12/northrop-grumman-selected-to-demonstrate-a-new-electronic-warfare-suite-for-the-f-16/
[5] https://defence-blog.com/news/northrop-grumman-innovates-new-functionality-to-protect-f-35.html
[1] https://twitter.com/ua4wiy_/status/1349556377224679424
[1] https://www.crows.org/news/547647/US-Air-Force-downselects-Northrop-Grumman-for-F-16-electronic-warfare-suite.htm
[1] https://www.crows.org/news/546999/Northrop-Grumman-Selected-To-Demonstrate-A-New-Electronic-Warfare-Suite-For-The-F-16.htm
[1] https://www.flightglobal.com/fixed-wing/northrop-grumman-to-add-new-electronic-warfare-capabilities-to-f-35/141950.article

Top URLs in Tweet in G10:
[1] https://www.defensearabia.com/2021/01/%d9%86%d9%88%d8%b1%d8%ab%d8%b1%d9%88%d8%a8-%d8%ac%d8%b1%d9%88%d9%85%d8%a7%d9%86-%d8%aa%d9%88%d9%81%d8%b1-%d8%a7%d9%86%d8%b8%d9%85%d8%a9-c4isr-%d9%84%d9%84%d8%ad%d8%b1%d8%a8-%d8%a7%d9%84%d8%a5/

Top Domains
Top Domains in Tweet in Entire Graph:
[1145] nasa.gov
[239] gocleared.com
[71] washingtonpost.com
[68] twitter.com
[54] frontend.la
[44] flightglobal.com
[34] northropgrumman.com
[30] pscp.tv
[22] otakuma.net
[22] defenceaviation.com

Top Domains in Tweet in G1:
[982] nasa.gov
[47] washingtonpost.com
[21] twitter.com
[14] northropgrumman.com
[10] localjobs.com
[8] facebook.com
[7] co.uk
[7] google.com
[7] linkedin.com
[7] com.br

Top Domains in Tweet in G2:
[101] nasa.gov
[17] pscp.tv
[11] airforcemag.com
[8] northropgrumman.com
[8] defensearabia.com
[7] blogbeforeflight.net
[6] key.aero
[5] youtube.com
[5] alert5.com
[4] defpost.com

Top Domains in Tweet in G3:
[4] defensenews.com
[1] northropgrumman.com

Top Domains in Tweet in G4:
[1] washingtonpost.com

Top Domains in Tweet in G5:
[3] washingtonpost.com
[1] bostonglobe.com
[1] defensenews.com
[1] weibo.cn
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] theguardian.com
[1] defensenews.com

Top Domains in Tweet in G7:
[3] politico.com

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

Top Domains in Tweet in G9:
[14] defence-blog.com
[8] theaviationist.com
[2] crows.org
[1] twitter.com
[1] flightglobal.com

Top Domains in Tweet in G10:
[1] defensearabia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[285] cygnus
[214] jobs
[178] securityclearance
[160] clearances
[58] nasa
[57] opportunity
[47] otd
[41] uav
[35] space
[35] southchinasea



Top Hashtags in Tweet in G1:
[42] nasa
[21] space
[10] nasa_app
[8] technology
[7] military
[7] northropgrumman
[6] northrop
[6] 3d
[5] imageoftheday
[4] fb

Top Hashtags in Tweet in G2:
[245] cygnus
[47] otd
[11] usaf
[11] northropgrumman
[11] aviation
[10] f16
[9] ibcs
[9] space
[8] nasa
[7] military

Top Hashtags in Tweet in G5:
[9] blacksea
[9] crimea
[1] mcesfamily
[1] impeach
[1] ccp
[1] china
[1] thieves

Top Hashtags in Tweet in G9:
[37] uav
[34] southchinasea
[27] ae5c76
[20] usn
[17] northrop
[17] grumman
[17] globalhawk
[16] бпла
[14] forte10
[9] usaf

Top Hashtags in Tweet in G10:
[11] india
[11] tech
[1] usairforce

Top Words
Top Words in Tweet in Entire Graph:
[3767] northrop
[2773] space
[2436] grumman
[1504] station
[1470] cygnus
[1441] freighter
[1385] nasa
[1224] grumman's
[1220] departs
[804] defense

Top Words in Tweet in G1:
[2133] space
[1424] northrop
[1085] cygnus
[1059] station
[1047] departs
[1045] freighter
[1036] grumman's
[931] nasa
[373] grumman
[61] î

Top Words in Tweet in G2:
[440] space
[357] space_station
[348] nasa
[337] station
[332] freighter
[316] northropgrumman
[245] #cygnus
[236] departure
[234] tv
[233] broadcasting

Top Words in Tweet in G3:
[517] northrop
[517] grumman
[516] political
[516] donations
[512] aaronmehta
[506] breaking
[506] become
[506] first
[506] major
[506] defense

Top Words in Tweet in G4:
[158] remember
[158] happens
[158] wasn
[158] violence
[158] cop
[158] killing
[158] outright
[158] treason
[158] finally
[157] kazweida

Top Words in Tweet in G5:
[117] northrop
[113] grumman
[96] defense
[95] donations
[93] political
[86] raytheontech
[82] paused
[81] contractor
[80] addition
[80] leidos

Top Words in Tweet in G6:
[50] northrop
[50] grumman
[45] company
[44] sarahlazare
[44] seeing
[44] wall
[44] street
[44] banks
[44] corporations
[44] walmart

Top Words in Tweet in G7:
[79] over
[78] mayorkas
[78] biden
[78] pick
[78] made
[78] more
[78] million
[73] joe
[73] homeland
[73] security

Top Words in Tweet in G8:
[78] political
[78] donations
[78] defense
[75] walmart
[75] halts
[75] lawmakers
[75] voted
[75] against
[75] biden
[75] win

Top Words in Tweet in G9:
[70] northrop
[70] grumman
[37] #uav
[35] mq
[35] 4c
[35] triton
[34] #southchinasea
[29] is_keelu
[27] heading
[27] towards

Top Words in Tweet in G10:
[59] northrop
[58] sys
[45] grumman
[30] fighter
[30] bae
[28] asq
[28] ew
[22] 21
[16] agreement
[16] 35

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2428] northrop,grumman
[1441] space,freighter
[1268] space,station
[1217] northrop,grumman's
[1215] cygnus,space
[1201] freighter,departs
[1196] grumman's,cygnus
[1191] departs,space
[1014] station,nasa
[773] political,donations

Top Word Pairs in Tweet in G1:
[1057] space,station
[1049] cygnus,space
[1045] space,freighter
[1039] freighter,departs
[1035] northrop,grumman's
[1031] departs,space
[1029] grumman's,cygnus
[890] station,nasa
[370] northrop,grumman
[45] î,î

Top Word Pairs in Tweet in G2:
[332] space,freighter
[237] space_station,nasa
[234] nasa,tv
[233] tv,broadcasting
[233] broadcasting,departure
[233] departure,northropgrumman
[233] northropgrumman,#cygnus
[233] #cygnus,space
[233] freighter,station
[233] station,beginning

Top Word Pairs in Tweet in G3:
[517] northrop,grumman
[516] political,donations
[506] breaking,northrop
[506] grumman,become
[506] become,first
[506] first,major
[506] major,defense
[506] defense,company
[506] company,halt
[506] halt,political

Top Word Pairs in Tweet in G4:
[158] remember,happens
[158] happens,wasn
[158] wasn,violence
[158] violence,cop
[158] cop,killing
[158] killing,outright
[158] outright,treason
[158] treason,finally
[157] kazweida,remember
[157] finally,republi

Top Word Pairs in Tweet in G5:
[113] northrop,grumman
[93] political,donations
[82] paused,political
[81] defense,contractor
[80] addition,northrop
[80] grumman,leidos
[80] leidos,defense
[80] contractor,raytheontech
[80] raytheontech,paused
[79] marcusreports,addition

Top Word Pairs in Tweet in G6:
[50] northrop,grumman
[44] seeing,wall
[44] wall,street
[44] street,banks
[44] banks,corporations
[44] corporations,walmart
[44] walmart,weapons
[44] weapons,company
[44] company,northrop
[44] grumman,spent

Top Word Pairs in Tweet in G7:
[78] made,more
[78] more,million
[78] million,over
[73] joe,biden
[73] biden,pick
[73] pick,homeland
[73] homeland,security
[73] security,secretary
[73] secretary,made
[47] over,past

Top Word Pairs in Tweet in G8:
[78] political,donations
[75] walmart,halts
[75] halts,political
[75] donations,lawmakers
[75] lawmakers,voted
[75] voted,against
[75] against,biden
[75] biden,win
[75] win,country
[75] country,largest

Top Word Pairs in Tweet in G9:
[70] northrop,grumman
[35] grumman,mq
[35] mq,4c
[35] 4c,triton
[27] triton,heading
[27] heading,towards
[27] towards,#southchinasea
[27] 168462,#ae5c76
[27] #ae5c76,#uav
[20] #southchinasea,168462

Top Word Pairs in Tweet in G10:
[45] northrop,grumman
[30] bae,sys
[16] agreement,35
[16] 35,lightning
[16] lightning,ii
[16] ii,5th
[16] 5th,gen
[16] gen,fighter
[16] fighter,betn
[16] betn,northrop

Top Replied-To
Top Replied-To in Entire Graph:
@northropgrumman
@j7_treeoflibrty
@lcs_big_mike
@usnavy
@dylanmalyasov
@wionews
@walmart
@mikeperryavatar
@donaldjtrumpjr
@space_station

Top Replied-To in G2:
@northropgrumman
@crazyinina
@reuters
@wsj
@reutersafrica
@ngcnews
@nasa
@space_station

Top Replied-To in G5:
@walmart
@rupprechtdeino

Top Replied-To in G6:
@sarahlazare

Top Replied-To in G10:
@wionews
@dylanmalyasov
@real___hinduvt
@theskandar
@defencedecode
@mave_intel
@kyhanchase
@subhash04767106
@navsekera
@newsx

Top Mentioned
Top Mentioned in Entire Graph:
@aaronmehta
@space_station
@nasa
@northropgrumman
@kazweida
@gocleared
@nasa_wallops
@raytheontech
@marcusreports
@5_2blue

Top Mentioned in G1:
@ejpmonline
@insubcontinent
@defencetalk
@ric9871ric
@stahl_metall
@developer20xx
@hondabacillius
@sebas_tiger5

Top Mentioned in G2:
@space_station
@nasa
@northropgrumman
@nasa_wallops
@usairforce
@ngcnews
@reutersscience
@airforcemag
@repmobrooks
@stopbigmoney

Top Mentioned in G3:
@aaronmehta
@aaronjschaffer
@gabrielstricker
@arospcgl

Top Mentioned in G4:
@kazweida

Top Mentioned in G5:
@raytheontech
@marcusreports
@aaronmehta
@wipljw
@northropgrumman
@nukestrat
@robert_pang
@susavestheworld
@walmart
@didel_vhf

Top Mentioned in G6:
@sarahlazare
@shailjapatel
@johncarlbaker
@aaronmehta

Top Mentioned in G7:
@politico
@josheidelson
@alexthomp
@theodoricmeyer
@codepink

Top Mentioned in G8:
@5_2blue
@aaronmehta
@kazweida

Top Mentioned in G9:
@is_keelu
@ua4wiy_
@defence_blog
@theaviationist
@itamilradar
@janesintel
@flightglobal
@wipljw

Top Mentioned in G10:
@desertfox61i
@rwac48
@insightgl
@defencedecode
@xia257
@sidhant
@northropgrumman
@rishabh_gulati_
@mei_cte
@tricbacon

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@marketbeatcom
@hrblock_21
@chris_1791
@zyiteblog
@cyberanonymous
@zyitegadgets
@peruenlanoticia
@cybersec_feeds
@chidambara09

Top Tweeters in G1:
@marketbeatcom
@cyberanonymous
@matiere
@insubcontinent
@marketcurrents
@the__himanish
@bhumharit
@shailendra_nair
@protestmusica
@deesbarbara

Top Tweeters in G2:
@hrblock_21
@libertad717
@yarosisnancy
@crystal_fishy
@pimmaiden
@reuters
@xandaolp
@wadakashiho
@lianabrooks
@heidiec5

Top Tweeters in G3:
@cloudwanderer3
@argojournal
@marthalynneowe1
@ungubunugu1274
@1loriking
@79topper
@reagancbrown
@ubathediplomat
@mastaofmp3s
@radlein

Top Tweeters in G4:
@lesleygsmith3
@fran_neena20409
@vmbritsch
@cindyceemerson
@wtf_imtooold
@barb_swan
@gailbriggs8
@hannahchapter1
@hlthiskrieger
@mtalpas

Top Tweeters in G5:
@vedehimajumdar
@walmart
@tempkt
@jjmplsmn
@upchuck66
@meljmcd
@jillsey11
@katydogcrazy
@seacretsoc1
@trth2pwer68

Top Tweeters in G6:
@tahfromslc
@yoshiefuruhashi
@ruokanny
@katiecannon2
@katiekofemug
@lxzxbxth
@shoodthedude
@rayanvar
@acostaxarts
@dt_frontal_lobe

Top Tweeters in G7:
@sds_sunlight
@samy45
@eliz_hightower
@politico
@commonsense258
@aukletqd
@mavidenize
@4heritagemoms
@alejocastillo81
@tommy_picklz

Top Tweeters in G8:
@betseybess
@bnb952
@iameuru
@redwoodgirl
@_ben_franklin1
@inrepublicanhel
@robertmihaly1
@catsleftbaggage
@ednamaemae
@ljl_geek

Top Tweeters in G9:
@richfm39517086
@tres444
@lucianoquaranta
@thomas_embleton
@b503yukikaze
@neder_bird
@famagmbtintinna
@drizzt__dourden
@fswissmartini
@irishka__b

Top Tweeters in G10:
@traveller_makk
@desertfox61i
@ani
@manesha76
@newsx
@himanshu0070070
@cestmoiz
@arunthakur_19
@tarekfatah
@wionews


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.