northrop grumman, Twitter, 3/31/2020 6:56:28 AM, 224075


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northrop grumman_2020-03-30_21-01-26.xlsx
northrop grumman_2020-03-30_21-01-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2020
Short Description:
northrop grumman via NodeXL https://bit.ly/39z10Tw
@realjameswoods
@nasawebb
@northropgrumman
@carlzha
@spacex
@smilesimplify
@nottpworld
@nasa
@ccibchris
@spaceflightnow

Top hashtags:
#iot
#bigdata
#datascience
#ai
#analytics
#machinelearning
#nasawebb
#usa

Description:
Description
The graph represents a network of 2,294 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, 31 March 2020 at 04:01 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 37-minute period from Tuesday, 17 March 2020 at 00:59 UTC to Monday, 30 March 2020 at 15:36 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 : 2294
Unique Edges : 2269
Edges With Duplicates : 266
Total Edges : 2535
Number of Edge Types : 4
Tweet : 431
MentionsInRetweet : 1674
Mentions : 273
Replies to : 157
Self-Loops : 431
Reciprocated Vertex Pair Ratio : 0.00841584158415842
Reciprocated Edge Ratio : 0.0166912125675012
Connected Components : 423
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 652
Maximum Edges in a Connected Component : 654
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.357772
Graph Density : 0.000387251903085506
Modularity : 0.780467
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 2,294 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, 31 March 2020 at 04:01 UTC.

The requested start date was Tuesday, 31 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 37-minute period from Tuesday, 17 March 2020 at 00:59 UTC to Monday, 30 March 2020 at 15:36 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:
[29] https://anarchistsworldwide.noblogs.org/post/2020/03/20/los-angeles-usa-sabotage-action-against-ice-collaborators-northrop-grumman/
[14] https://hackaday.com/2020/03/17/northrop-grumman-tests-space-tow-truck/
[9] https://www.floridatoday.com/story/news/local/2020/03/18/second-brevard-coronavirus-case-northrop-grumman-worker-tests-positive/2869771001/
[7] http://www.investing.com/equities/northrop-grumman
[6] https://www.janes.com/article/94846/northrop-grumman-awarded-second-htvsf-full-rate-production-order?socialmedia=twitter
[6] https://defence-blog.com/news/northrop-grumman-prices-record-2-25-billion-debt-offering.html
[5] https://www.youtube.com/watch?v=gWQ4Zq21n1A&feature=youtu.be

[5] https://hackaday.com/2020/03/17/northrop-grumman-tests-space-tow-truck/?utm_source=dlvr.it&utm_medium=twitter
[5] https://mainenginecutoff.com/podcast/151
[5] https://insidedefense.com/insider/northrop-grumman-confirms-coronavirus-case-florida-facility

Top URLs in Tweet in G1:
[1] https://twitter.com/derek_timothy/status/1239664558211563520

Top URLs in Tweet in G2:
[7] http://www.investing.com/equities/northrop-grumman
[6] https://hackaday.com/2020/03/17/northrop-grumman-tests-space-tow-truck/
[5] https://hackaday.com/2020/03/17/northrop-grumman-tests-space-tow-truck/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.floridatoday.com/story/news/local/2020/03/18/second-brevard-coronavirus-case-northrop-grumman-worker-tests-positive/2869771001/
[4] https://www.defenceonline.co.uk/2020/03/17/northrop-grumman-demonstrates-ground-radar-capability/
[3] https://fintel.io/s/us/noc?utm_source=Twitter&utm_medium=Social&utm_campaign=filing
[3] https://fintel.io/filings/us/noc?utm_source=Twitter&utm_medium=Social&utm_campaign=filing
[3] https://www.geekyreality.com/
[2] https://finance.yahoo.com/news/northrop-grumman-corporation-noc-good-235834034.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.uasvision.com/2020/03/17/northrop-grumman-demos-highly-adaptable-multi-mission-radar-hammr-system/

Top URLs in Tweet in G3:
[1] https://twitter.com/aspi_org/status/1241899967083466753

Top URLs in Tweet in G6:
[1] https://spacenews.com/air-force-awards-launch-vehicle-development-contracts-to-blue-origin-northrop-grumman-ula/
[1] https://en.m.wikipedia.org/wiki/Uncrewed_spaceflights_to_the_International_Space_Station

Top URLs in Tweet in G7:
[1] https://slate.com/news-and-politics/2020/03/would-lifting-sanctions-help-irans-coronavirus-response.html

Top URLs in Tweet in G9:
[29] https://anarchistsworldwide.noblogs.org/post/2020/03/20/los-angeles-usa-sabotage-action-against-ice-collaborators-northrop-grumman/
[1] https://itsgoingdown.org/la-flooded-ice-biotech/
[1] https://www.amwenglish.com/articles/sabotage-action-against-ice-collaborators-northrop-grumman-in-los-angeles/

Top URLs in Tweet in G10:
[6] https://www.janes.com/article/94846/northrop-grumman-awarded-second-htvsf-full-rate-production-order?socialmedia=twitter
[5] https://www.shephardmedia.com/news/digital-battlespace/northrop-grumman-works-muos-usn/?utm_source=twitter&utm_medium=shephardnews&utm_content=News&utm_campaign=i3Gen_News
[3] https://www.shephardmedia.com/news/digital-battlespace/northrop-grumman-works-muos-usn/?utm_source=twitter&utm_medium=auto_post&utm_campaign=news_promo
[3] https://www.crows.org/news/494555/Northrop-Grumman-to-build-lot-nine-of-the-AARGM-anti-radar-missile-for-EW-comba.htm
[1] https://blogs.nasa.gov/northropgrumman/2020/02/09/next-northrop-grumman-crs-13-launch-attempt-net-feb-13/?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=82038451
[1] https://defpost.com/us-navy-to-award-contract-to-northrop-grumman-for-sea-shrike-advanced-payload-module/
[1] https://www.globalmilitarycommunications.com/single-post/2020/03/20/Northrop-Grumman-prices-225-billion-debt-offering

Top Domains
Top Domains in Tweet in Entire Graph:
[30] noblogs.org
[24] twitter.com
[24] jobcastcentral.com
[19] hackaday.com
[13] northropgrumman.com
[10] stck.pro
[10] insidedefense.com
[9] youtube.com
[9] floridatoday.com
[8] indeed.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[24] jobcastcentral.com
[11] hackaday.com
[10] twitter.com
[10] stck.pro
[8] focus.de
[7] einnews.com
[7] investing.com
[6] seekingalpha.com
[6] fintel.io
[6] geekyreality.com

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

Top Domains in Tweet in G6:
[1] spacenews.com
[1] wikipedia.org

Top Domains in Tweet in G7:
[1] slate.com

Top Domains in Tweet in G9:
[29] noblogs.org
[1] itsgoingdown.org
[1] amwenglish.com

Top Domains in Tweet in G10:
[8] shephardmedia.com
[6] janes.com
[3] crows.org
[1] nasa.gov
[1] defpost.com
[1] globalmilitarycommunications.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[46] iot
[42] bigdata
[42] datascience
[42] ai
[41] analytics
[41] machinelearning
[36] nasawebb
[30] usa
[29] losangeles
[29] directaction



Top Hashtags in Tweet in G2:
[25] jobs
[24] joblisting
[24] employment
[24] careers
[6] stocks
[4] space
[4] aerospace
[2] northropgrumman
[2] news
[2] spacecareers

Top Hashtags in Tweet in G3:
[1] coronavirus
[1] wuhan

Top Hashtags in Tweet in G6:
[36] nasawebb
[1] dragonxl
[1] gateway

Top Hashtags in Tweet in G9:
[29] losangeles
[29] usa
[29] directaction
[16] abolishice
[15] chingalamigra
[15] anarchistaction
[1] sabotage
[1] migrantsolidarity

Top Hashtags in Tweet in G10:
[8] shephardnews
[6] usnavy
[3] digitalbattlespace
[1] northropgrumman
[1] finance

Top Words
Top Words in Tweet in Entire Graph:
[1223] Words in Sentiment List#1: Positive
[1133] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[42782] Non-categorized Words
[45138] Total Words
[1328] northrop
[1291] grumman
[667] stock
[651] already
[649] recommend

Top Words in Tweet in G1:
[648] recommend
[648] stock
[648] picks
[648] inappropriate
[648] purchases
[648] already
[648] transpired
[647] realjameswoods

Top Words in Tweet in G2:
[302] northrop
[302] grumman
[66] noc
[30] systems
[29] job
[25] lockheed
[25] #jobs
[24] space
[24] martin
[24] listing

Top Words in Tweet in G3:
[126] aspi
[126] northrop
[126] grumman
[123] ostensibly
[123] aussie
[123] think
[123] tank
[123] funded
[123] defense
[123] contractors

Top Words in Tweet in G4:
[94] northrop
[94] grumman
[94] spirit
[94] 2幽灵战略轰炸机
[94] 身长21
[94] 03米
[94] 高5
[94] 18米
[94] 翼展52
[94] 43米

Top Words in Tweet in G5:
[87] moving
[87] california
[87] further
[87] career
[87] northrop
[87] grumman
[87] manufacturing
[87] engineer
[86] lil_reeece

Top Words in Tweet in G6:
[48] northrop
[48] grumman
[38] integration
[38] testing
[37] personnel
[36] #nasawebb
[36] team
[36] resumed
[36] work
[36] reduced

Top Words in Tweet in G7:
[48] wherein
[48] joshua
[48] keating
[48] disgracefully
[48] downplays
[48] lethal
[48] impact
[48] sanctions
[48] iran
[48] midst

Top Words in Tweet in G8:
[5] shorty56167141
[5] freenaynow
[5] spaceninja15
[5] smileygurl56
[5] missesj3
[5] deepstate6969
[5] rockyshorz
[5] 1gigisims
[5] babereflex_8
[4] federalistno78

Top Words in Tweet in G9:
[48] northrop
[48] grumman
[44] sabotage
[44] action
[44] against
[44] ice
[44] collaborators
[29] anarchistsww
[29] #losangeles
[29] #usa

Top Words in Tweet in G10:
[51] northrop
[51] grumman
[27] northropgrumman
[17] merger
[17] companies
[17] contract
[17] awarded
[16] eaa
[16] formed
[16] 1994

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1282] northrop,grumman
[649] recommend,stock
[649] stock,picks
[649] picks,inappropriate
[649] inappropriate,purchases
[649] purchases,already
[649] already,transpired
[648] realjameswoods,recommend
[239] lockheed,martin
[141] martin,northrop

Top Word Pairs in Tweet in G1:
[648] recommend,stock
[648] stock,picks
[648] picks,inappropriate
[648] inappropriate,purchases
[648] purchases,already
[648] already,transpired
[647] realjameswoods,recommend

Top Word Pairs in Tweet in G2:
[297] northrop,grumman
[24] lockheed,martin
[24] job,listing
[24] #jobs,#joblisting
[24] #joblisting,#employment
[24] #employment,#careers
[23] grumman,noc
[16] 25,billion
[16] billion,debt
[15] grumman,prices

Top Word Pairs in Tweet in G3:
[126] northrop,grumman
[123] aspi,ostensibly
[123] ostensibly,aussie
[123] aussie,think
[123] think,tank
[123] tank,funded
[123] funded,defense
[123] defense,contractors
[123] contractors,lockheed
[123] lockheed,martin

Top Word Pairs in Tweet in G4:
[94] northrop,grumman
[94] grumman,spirit
[94] spirit,2幽灵战略轰炸机
[94] 2幽灵战略轰炸机,身长21
[94] 身长21,03米
[94] 03米,高5
[94] 高5,18米
[94] 18米,翼展52
[94] 翼展52,43米
[94] 43米,最大载弹量22680公斤

Top Word Pairs in Tweet in G5:
[87] moving,california
[87] california,further
[87] further,career
[87] career,northrop
[87] northrop,grumman
[87] grumman,manufacturing
[87] manufacturing,engineer
[86] lil_reeece,moving

Top Word Pairs in Tweet in G6:
[48] northrop,grumman
[38] integration,testing
[36] grumman,#nasawebb
[36] #nasawebb,team
[36] team,resumed
[36] resumed,integration
[36] testing,work
[36] work,reduced
[36] reduced,personnel
[36] personnel,shifts

Top Word Pairs in Tweet in G7:
[48] wherein,joshua
[48] joshua,keating
[48] keating,disgracefully
[48] disgracefully,downplays
[48] downplays,lethal
[48] lethal,impact
[48] impact,sanctions
[48] sanctions,iran
[48] iran,midst
[48] midst,global

Top Word Pairs in Tweet in G8:
[5] shorty56167141,freenaynow
[5] freenaynow,spaceninja15
[5] spaceninja15,smileygurl56
[5] smileygurl56,missesj3
[5] missesj3,deepstate6969
[5] deepstate6969,rockyshorz
[5] rockyshorz,1gigisims
[5] 1gigisims,babereflex_8
[4] federalistno78,shorty56167141
[2] northrop,grumman

Top Word Pairs in Tweet in G9:
[48] northrop,grumman
[44] sabotage,action
[44] action,against
[44] against,ice
[44] ice,collaborators
[44] collaborators,northrop
[29] #losangeles,#usa
[29] #usa,sabotage
[29] grumman,#directaction
[28] anarchistsww,#losangeles

Top Word Pairs in Tweet in G10:
[50] northrop,grumman
[17] grumman,awarded
[16] formed,1994
[16] 1994,merger
[16] merger,northrop
[16] grumman,northropgrumman
[16] northropgrumman,one
[16] one,world's
[16] world's,leading
[16] leading,aerospace

Top Replied-To
Top Replied-To in Entire Graph:
@usnavy
@thatmumbojumbo
@yigsstarhouse
@neeratanden
@alcottmills
@infinitebritt
@repwexton
@hughhewitt
@dudley_the_dog
@aoc

Top Replied-To in G3:
@maxblumenthal

Top Replied-To in G6:
@theprimaldino
@galdanleonard
@ev200191
@elpaloufo
@alexandrebrs
@trucktesla
@manumazzanti
@rappolee
@chloem_private
@spceenthusiast

Top Replied-To in G8:
@realdonaldtrump
@shorty56167141

Top Replied-To in G10:
@usnavy
@eaa

Top Mentioned
Top Mentioned in Entire Graph:
@realjameswoods
@carlzha
@raymond999usa
@lil_reeece
@sarahlazare
@gp_pulipaka
@ccibchris
@nasawebb
@spaceflightnow
@northropgrumman

Top Mentioned in G1:
@realjameswoods

Top Mentioned in G2:
@aftvitaliy

Top Mentioned in G3:
@carlzha
@steelmuslim
@maxblumenthal

Top Mentioned in G4:
@raymond999usa

Top Mentioned in G5:
@lil_reeece

Top Mentioned in G6:
@nasawebb
@spacex
@jimbridenstine
@spaceflightnow
@lcs_big_mike
@ke6gwf
@lukagumma
@nickorland0
@alexandrebrs
@kaynouky

Top Mentioned in G7:
@sarahlazare

Top Mentioned in G8:
@freenaynow
@spaceninja15
@smileygurl56
@missesj3
@deepstate6969
@rockyshorz
@1gigisims
@babereflex_8
@federalistno78
@shorty56167141

Top Mentioned in G9:
@anarchistsww
@amw_english
@breakaway_chi

Top Mentioned in G10:
@northropgrumman
@eaa
@usnavy
@shephardnews
@usairforce
@defpostmedia
@janesintel
@milaero
@aocrows
@secnav

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@americanbanking
@alerttrade
@consumerfeed
@robinsnewswire
@cowboyscifibot
@watchlistn
@koltovskoyyakov
@libertad717
@dailypoliticaln

Top Tweeters in G1:
@sharneal
@soniaerasmus
@miltonespinozaf
@saveusrepublic2
@rentonmagauk
@5b20be6386164f8
@peggyruppe
@icare4america16
@craybo23
@carolynyadayada

Top Tweeters in G2:
@occuworld
@americanbanking
@alerttrade
@consumerfeed
@robinsnewswire
@watchlistn
@koltovskoyyakov
@dailypoliticaln
@dakotafinancial
@defendressofsan

Top Tweeters in G3:
@pparzival
@tenji95
@leocullen4
@silvrib
@suegray834
@lewisno1fan
@nanayasleeps
@sandoly
@kernow4corbyn
@canthavepudding

Top Tweeters in G4:
@mingxiazhang2
@great70129242
@zha52478094z
@xiaoljq
@skysay_d
@xiaoyan1061
@demonxoneone
@zhangshu906
@jwqsgfzwrpmc6un
@eklavya_aayr

Top Tweeters in G5:
@__mollycyrus
@ibag_bunnies
@imodd_
@nubiannadja
@travvyytrav
@rareblasiaan
@shera_joyner
@exclusiiive_
@_simplybossy
@tim_nfrared

Top Tweeters in G6:
@genghisgalahad2
@shoos4u
@smilesimplify
@alexandrebrs
@dave_wilhelm
@treehugger1605
@sctrueblue
@tim_reichardt
@jeff_foust
@patrick70635297

Top Tweeters in G7:
@wavesofeuphoria
@steadysoul
@nostalgiclassic
@kutheks
@adamjohnsonnyc
@osamabishounen
@nancyhweaver1
@qasimqueso
@wasserhoevel
@timburk89339590

Top Tweeters in G8:
@freenaynow
@almostjingo
@christinepolon1
@smileygurl56
@lavenderlives
@1gigisims
@bluepopcorn8
@thomasfines
@babereflex_8
@zachhaller

Top Tweeters in G9:
@anubidal
@donahuejm
@sylviagrossi
@gracchus56
@lahautj
@esclamor
@patximanuel
@batzarre_
@phileasfogg006
@joerg7082

Top Tweeters in G10:
@libertad717
@scitecito
@josephbvarner
@treda10
@nasa
@grapa24250
@jazzynupe
@wachteldean54lv
@usairforce
@shephardnews


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