The graph represents a network of 4,666 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, 27 December 2022 at 05:33 UTC.
The requested start date was Tuesday, 27 December 2022 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, 22-hour, 25-minute period from Tuesday, 13 December 2022 at 01:40 UTC to Tuesday, 27 December 2022 at 00:05 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
Vertices : 4666
Unique Edges : 1433
Edges With Duplicates : 7344
Total Edges : 8777
Number of Edge Types : 5
Tweet : 719
Retweet : 3485
MentionsInRetweet : 3767
Replies to : 389
Mentions : 417
Self-Loops : 731
Reciprocated Vertex Pair Ratio : 0.00293122886133033
Reciprocated Edge Ratio : 0.00584532374100719
Connected Components : 689
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 3039
Maximum Edges in a Connected Component : 6510
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.780344
Graph Density : 0.000204347061063845
Modularity : 0.495771
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,666 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, 27 December 2022 at 05:33 UTC.
The requested start date was Tuesday, 27 December 2022 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, 22-hour, 25-minute period from Tuesday, 13 December 2022 at 01:40 UTC to Tuesday, 27 December 2022 at 00:05 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[2672] northrop,grumman [1782] lockheed,martin [1120] bae,systems [1112] stock,price [1111] martin,stock [1102] started,lockheed [1090] ukraine,started [1089] proxy,war [1088] 23,bae [1078] against,russia Top Word Pairs in Tweet in G1:
[946] lockheed,martin [939] stock,price [939] martin,stock [938] 23,bae [938] bae,systems [937] risen,23 [937] started,lockheed [937] nato's,proxy [937] russia,ukraine [937] war,against Top Word Pairs in Tweet in G2:
[381] northrop,grumman [363] raytheon,northrop [358] grumman,thank [358] american,taxpayer [358] pfizer,moderna [358] thank,american [358] moderna,raytheon [358] taxpayer,multibillion [357] multibillion,doll [357] blackintheempir,pfizer Top Word Pairs in Tweet in G3:
[411] northrop,grumman [79] lockheed,martin [31] grumman,raytheon [29] united,states [28] general,dynamics [27] pratt,whitney [25] grumman,looking [23] raytheon,pratt [20] whitney,lockheed [20] bae,systems Top Word Pairs in Tweet in G4:
[287] northrop,grumman [280] 35,boon [280] grumman,enjoyed [280] market,indexes [280] lockheed,northrop [280] indexes,overall [280] enjoyed,35 [280] down,lockheed [280] stock,market [280] overall,down Top Word Pairs in Tweet in G5:
[156] lockheed,martin [148] northrop,grumman [142] raytheon,northrop [132] grumman,lockheed [131] state,welfare [131] aid,ukraine [131] providing,aid [131] providing,state [131] welfare,raytheon [131] ukraine,providing Top Word Pairs in Tweet in G6:
[68] northrop,grumman [40] testing,launch [40] launched,french [40] french,guiana [40] guiana,assembly [40] launch,unveiling [40] ago,nasawebb [40] assembly,testing [40] year,ago [40] northropgrumman,year Top Word Pairs in Tweet in G7:
[131] today,demand [131] demand,more [131] volodymyr,zelensky [131] more,money [131] american,president [131] zelensky,meeting [131] shadow,government [131] money,boeing [131] meeting,shadow [131] president,volodymyr Top Word Pairs in Tweet in G8:
[123] lockheed,martin [122] northrop,grumman [120] 41,85b [120] 60,34b [120] 33,42b [120] 34b,raytheon [120] martin,60 [120] producing,companies [120] boeing,33 [120] largest,arms Top Word Pairs in Tweet in G9:
[115] admits,cold [115] cold,hard [115] hard,american [115] american,interests [115] mcconnell,admits [115] war,ukraine [115] thx,mitch [115] mitch,telling [115] ukraine,thx [115] interests,investing Top Word Pairs in Tweet in G10:
[47] verge,returning [47] fear,nuclear [47] nuclear,war [40] defense,contractors [36] lived,fear [36] returning,nightmarish [36] nightmarish,past [36] seems,verge [36] past,lived [33] death,wish Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: