The graph represents a network of 5,031 Twitter users whose recent tweets contained "northrop grumman", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 05:33 UTC.
The tweets in the network were tweeted over the 4289-day, 10-hour, 16-minute period from Wednesday, 20 April 2011 at 14:25 UTC to Tuesday, 17 January 2023 at 00:41 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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
Vertices : 5031
Unique Edges : 1883
Edges With Duplicates : 8879
Total Edges : 10762
Number of Edge Types : 9
Retweet : 3308
MentionsInRetweet : 3700
Mentions : 272
Replies to : 858
MentionsInReplyTo : 1298
Tweet : 1224
Quote : 78
MentionsInQuote : 8
MentionsInQuoteReply : 16
Self-Loops : 1535
Reciprocated Vertex Pair Ratio : 0.0180161943319838
Reciprocated Edge Ratio : 0.0353947106780672
Connected Components : 943
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 2850
Maximum Edges in a Connected Component : 6709
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.384945
Graph Density : 0.000198728124198557
Modularity : 0.481848
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,031 Twitter users whose recent tweets contained "northrop grumman", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 05:33 UTC.
The tweets in the network were tweeted over the 4289-day, 10-hour, 16-minute period from Wednesday, 20 April 2011 at 14:25 UTC to Tuesday, 17 January 2023 at 00:41 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[2950] northrop,grumman [1073] lockheed,martin [705] raytheon,technologies [655] investment,management [655] world's,largest [654] largest,investment [653] management,firm [653] firm,join [653] join,raytheon [650] ukrainian,flag Top Word Pairs in Tweet in G1:
[611] raytheon,technologies [608] investment,management [607] management,firm [607] join,raytheon [607] world's,largest [607] firm,join [607] largest,investment [601] logo,added [601] ukrainian,flag [601] added,ukrainian Top Word Pairs in Tweet in G2:
[580] northrop,grumman [96] lockheed,martin [38] lightning,ii [35] 35,lightning [34] general,dynamics [31] radar,35 [30] grumman,noc [28] martin,northrop [27] noc,northrop [26] grumman,corporation Top Word Pairs in Tweet in G3:
[196] northrop,grumman [103] nasa,northrop [103] 2022,nasa [102] fire,test [102] scale,booster [102] july,2022 [102] full,scale [102] grumman,teams [102] heat,conducted [102] teams,brought Top Word Pairs in Tweet in G4:
[208] diciembre,grandes [208] raytheon,lockheed [208] grandes,empresas [208] grumman,raytheon [208] armamento,estadounidenses [208] empresas,armamento [208] estadounidenses,northrop [208] northrop,grumman [208] pasado,diciembre [207] lockheed,mar Top Word Pairs in Tweet in G5:
[178] ukraine,thx [178] interests,investing [178] investing,war [178] thx,mitch [178] cold,hard [178] mcconnell,admits [178] hard,american [178] american,interests [178] mitch,telling [178] war,ukraine Top Word Pairs in Tweet in G6:
[152] lockheed,martin [131] martin,stock [131] stock,price [128] ukraine,started [128] proxy,war [128] against,russia [128] started,lockheed [128] russia,ukraine [128] nato's,proxy [128] war,against Top Word Pairs in Tweet in G7:
[152] northrop,grumman [118] lockheed,martin [92] 34b,raytheon [92] 60,34b [92] largest,arms [92] 33,42b [92] raytheon,41 [92] martin,60 [92] 85b,boeing [92] producing,companies Top Word Pairs in Tweet in G8:
[119] northrop,grumman [113] lockheed,martin [101] raytheon,17 [101] stock,performance [101] performance,year [101] 17,general [101] date,dec [101] 41,raytheon [101] grumman,41 [101] dec,29 Top Word Pairs in Tweet in G9:
[64] northrop,grumman [54] lockheed,martin [48] grumman,raytheon [47] whitney,lockheed [47] pratt,whitney [47] raytheon,pratt [38] contractors,northrop [35] ukraine,war [34] military,contractors [9] russia,ukraine Top Word Pairs in Tweet in G10:
[95] northrop,grumman [58] lockheed,martin [45] share,price [38] 12,months [38] 40,percent [38] 17,percent [38] months,share [38] price,northrop [38] nearly,17 [38] grumman,surged Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: