The graph represents a network of 4,225 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, 20 December 2022 at 05:33 UTC.
The requested start date was Tuesday, 20 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, 49-minute period from Tuesday, 06 December 2022 at 01:08 UTC to Monday, 19 December 2022 at 23:58 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 : 4225
Unique Edges : 1634
Edges With Duplicates : 6347
Total Edges : 7981
Number of Edge Types : 5
Retweet : 2947
MentionsInRetweet : 3302
Replies to : 400
Mentions : 448
Tweet : 884
Self-Loops : 906
Reciprocated Vertex Pair Ratio : 0.00484076433121019
Reciprocated Edge Ratio : 0.00963488843813387
Connected Components : 787
Single-Vertex Connected Components : 404
Maximum Vertices in a Connected Component : 1379
Maximum Edges in a Connected Component : 3088
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.130004
Graph Density : 0.000220996951766183
Modularity : 0.514427
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,225 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, 20 December 2022 at 05:33 UTC.
The requested start date was Tuesday, 20 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, 49-minute period from Tuesday, 06 December 2022 at 01:08 UTC to Monday, 19 December 2022 at 23:58 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:
[2951] northrop,grumman [783] lockheed,martin [499] largest,arms [306] martin,60 [306] 60,34b [306] boeing,33 [306] raytheon,41 [306] 41,85b [305] producing,companies [305] arms,producing Top Word Pairs in Tweet in G1:
[481] northrop,grumman [66] lockheed,martin [44] united,states [40] î,î [40] 21,raider [35] blue,origin [35] grumman,looking [27] moon,lander [27] general,dynamics [25] origin,northrop Top Word Pairs in Tweet in G2:
[279] lockheed,martin [278] 60,34b [278] largest,arms [278] 33,42b [278] raytheon,41 [278] martin,60 [278] producing,companies [278] 41,85b [278] boeing,33 [278] arms,producing Top Word Pairs in Tweet in G3:
[204] northrop,grumman [200] enjoyed,35 [200] 35,boon [200] down,lockheed [200] stock,market [200] lockheed,northrop [200] overall,down [200] grumman,enjoyed [200] market,indexes [200] indexes,overall Top Word Pairs in Tweet in G4:
[183] largest,arms [180] weapons,sales [180] past,year [180] companies,hit [180] 100,largest [180] 50,sales [180] year,50 [180] hit,592 [180] 592,billion [180] arms,companies Top Word Pairs in Tweet in G5:
[92] northrop,grumman [44] blue,origin [38] solid,rocket [38] full,scale [37] human,landing [35] landing,system [33] contest,heats [33] lander,contest [33] nasa,northropgrumman [32] moon,lander Top Word Pairs in Tweet in G6:
[180] northrop,grumman [175] boeing,raytheon [174] viktor,bout [174] merchant,death [174] martin,boeing [174] make,lockheed [174] death,make [174] bout,merchant [174] lockheed,martin [174] raytheon,northrop Top Word Pairs in Tweet in G7:
[169] northrop,grumman [155] aust,gov [155] thinktank,funded [155] spend,30 [155] weapons,dealer [155] established,thinktank [155] funded,weapons [155] urges,australia [155] grumman,urges [155] gov,established Top Word Pairs in Tweet in G8:
[169] northrop,grumman [99] contract,northrop [86] landing,system [86] human,landing [81] system,contract [79] grumman,partner [78] sustaining,human [78] dynetics,confirms [78] confirms,bid [77] sciguyspace,dynetics Top Word Pairs in Tweet in G9:
[125] northrop,grumman's [125] image,northrop [125] approximately,30am [125] grumman's,21 [125] know,image [125] taken,approximately [125] 21,taken [125] 2022,air [125] 30am,november [125] 29th,2022 Top Word Pairs in Tweet in G10:
[110] manage,companies [110] invest,manage [110] such,lockheed [110] people,those [110] those,invest [110] merchant,death [110] companies,such [110] mean,people [110] death,mean [109] s_m_marandi,merchant Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: