The graph represents a network of 4,619 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 05:34 UTC.
The tweets in the network were tweeted over the 4955-day, 14-hour, 42-minute period from Tuesday, 21 July 2009 at 10:16 UTC to Tuesday, 14 February 2023 at 00:59 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 : 4619
Unique Edges : 1477
Edges With Duplicates : 8573
Total Edges : 10050
Number of Edge Types : 9
Retweet : 2952
MentionsInRetweet : 3180
Replies to : 796
MentionsInReplyTo : 1184
Tweet : 1602
Mentions : 267
Quote : 55
MentionsInQuoteReply : 7
MentionsInQuote : 7
Self-Loops : 1860
Reciprocated Vertex Pair Ratio : 0.0239774330042313
Reciprocated Edge Ratio : 0.046831955922865
Connected Components : 882
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 1846
Maximum Edges in a Connected Component : 3844
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.4926
Graph Density : 0.000204214220154368
Modularity : 0.452143
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,619 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 05:34 UTC.
The tweets in the network were tweeted over the 4955-day, 14-hour, 42-minute period from Tuesday, 21 July 2009 at 10:16 UTC to Tuesday, 14 February 2023 at 00:59 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:
[4098] northrop,grumman [1351] weapon,makers [1351] pay,top [1351] top,weapon [1351] ceo,pay [1316] general,dynamics [1128] dynamics,23 [1127] makers,general [1123] grumman,19 [1122] boeing,21 Top Word Pairs in Tweet in G1:
[862] general,dynamics [862] northrop,grumman [861] 19,9m [861] top,weapon [861] grumman,19 [861] raytheon,21 [861] pay,top [861] 21,1m [861] makers,general [861] 8m,boeing Top Word Pairs in Tweet in G2:
[786] northrop,grumman [145] grumman,noc [118] rheinmetall,rhm [117] 288,rheinmetall [116] 37,503 [116] 503,northrop [116] honeywell,hon [116] raytheon,rtx [116] 25,947 [116] 920,honeywell Top Word Pairs in Tweet in G3:
[291] northrop,grumman [290] develops,weapon [290] breaking,cost [290] defense,contractor [290] cost,over [290] contractor,northrop [290] billion,defense [290] grumman,aerospace [290] over,billion [290] aerospace,develops Top Word Pairs in Tweet in G4:
[225] northrop,grumman [223] ceo,pay [223] weapon,makers [223] pay,top [223] top,weapon [221] general,dynamics [221] 8m,boeing [221] grumman,19 [221] 23,5m [221] boeing,21 Top Word Pairs in Tweet in G5:
[225] top,weapon [225] pay,top [225] ceo,pay [225] weapon,makers [219] pentagon,budget [219] benefits,ukraine [219] look,ceo [219] enormous,pentagon [219] ukraine,war [219] war,enormous Top Word Pairs in Tweet in G6:
[138] northrop,grumman [95] grumman,21 [95] 21,raider [93] 42,palmdale [93] inside,plant [93] jeremy,mosier [93] plant,42 [93] palmdale,ssgt [93] raider,inside [93] ssgt,jeremy Top Word Pairs in Tweet in G7:
[188] northrop,grumman [83] grumman,corporation [75] law,firm [74] behalf,investors [73] corporation,noc [49] shareholder,alert [49] claims,behalf [49] pomerantz,law [49] noc,shareholder [49] alert,pomerantz Top Word Pairs in Tweet in G8:
[107] northrop,grumman [104] ter,wereld [104] wereld,zijn [63] zijn,40 [63] grootste,defensiebedrijven [63] defensiebedrijven,ter [63] 100,grootste [60] 40,gevestigd [58] lockheed,martin [54] industrie,100 Top Word Pairs in Tweet in G9:
[70] dod,northrop [70] funded,dod [69] fontaine,makes [69] makes,500k [69] organization,funded [69] read,thread [69] considering,fontaine [69] ceo,organization [69] thread,considering [69] yr,ceo Top Word Pairs in Tweet in G10:
[81] heute,erich [81] medien,häufig [81] lobbyregister,steht [81] steht,heute [81] vad,brigadegeneral [81] alles,lobbyregister [81] erich,vad [81] experte,präsent [81] häufig,experte [81] brigadegeneral,medien Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: