The graph represents a network of 5,651 Twitter users whose recent tweets contained "krugman", 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 15:22 UTC.
The tweets in the network were tweeted over the 2872-day, 9-hour, 59-minute period from Monday, 27 April 2015 at 15:00 UTC to Thursday, 09 March 2023 at 01:00 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 : 5651
Unique Edges : 4456
Edges With Duplicates : 11188
Total Edges : 15644
Number of Edge Types : 9
Retweet : 2898
MentionsInRetweet : 3986
Replies to : 1668
MentionsInReplyTo : 5229
Tweet : 699
Mentions : 679
Quote : 181
MentionsInQuote : 185
MentionsInQuoteReply : 119
Self-Loops : 975
Reciprocated Vertex Pair Ratio : 0.0531437125748503
Reciprocated Edge Ratio : 0.10092395167022
Connected Components : 737
Single-Vertex Connected Components : 371
Maximum Vertices in a Connected Component : 3538
Maximum Edges in a Connected Component : 11680
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.544902
Graph Density : 0.000264406174488657
Modularity : 0.491848
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,651 Twitter users whose recent tweets contained "krugman", 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 15:22 UTC.
The tweets in the network were tweeted over the 2872-day, 9-hour, 59-minute period from Monday, 27 April 2015 at 15:00 UTC to Thursday, 09 March 2023 at 01:00 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 : krugman
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:
[2491] paul,krugman [860] krugman,moment [858] greatest,paul [853] second,greatest [851] pmarca,second [495] dave,krugman [491] photographe,dave [267] krugman,#bitcoin [245] femme,l'ombre [245] l'ombre,photographe Top Word Pairs in Tweet in G1:
[860] paul,krugman [836] krugman,moment [835] greatest,paul [832] second,greatest [831] pmarca,second [13] pmarca,krugman [11] elonmusk,pmarca [6] cameron,jane [6] gt,deals [6] programs,korea Top Word Pairs in Tweet in G2:
[188] east,palestine [188] palestine,disaster [187] repulsive,campaign [187] paulkrugman,treatment [187] campaign,right [187] gets,paulkrugman [187] disaster,gets [187] racialize,east [187] treatment,good [187] right,racialize Top Word Pairs in Tweet in G3:
[82] dave_krugman,gm [50] osf_rekt,mich_tom [50] mich_tom,mpkoz [49] pobedeen,osf_rekt [49] mpkoz,crecygeoffroy [49] crecygeoffroy,cathsimard_ [48] guidodisalle,pobedeen [45] dave_krugman,allships [42] ericpauseart,clairesilver12 [40] clairesilver12,gelo_arch Top Word Pairs in Tweet in G4:
[491] photographe,dave [491] dave,krugman [245] femme,l'ombre [245] l'ombre,photographe [244] christelquelle,femme [227] deux,photographe [226] christelquelle,deux [11] toujours,quelque [11] _wild_rose__,avancer [11] soit,chemin Top Word Pairs in Tweet in G5:
[284] paul,krugman [51] nobel,laureate [47] laureate,paul [41] krugman,having [39] having,bitcoin [39] bitcoin,moment [32] venmo,payment [31] payment,issue [31] proponents,slam [31] slam,nobel Top Word Pairs in Tweet in G6:
[461] paul,krugman [205] krugman,#bitcoin [204] hitmen,paul [204] btc_archive,paul [204] won,make [204] drugs,hitmen [204] #bitcoin,buying [204] today,venmo [204] make,payments [204] buying,drugs Top Word Pairs in Tweet in G7:
[109] paul,krugman [51] krugman,calls [51] urban,tendency [51] american,politics [51] tendency,american [51] anti,urban [51] calls,anti [50] maxdubler,paul [49] krugman,right [48] alecstapp,paul Top Word Pairs in Tweet in G9:
[32] don,understand [32] understand,economics [32] poor,krugman [32] krugman,talisman [32] economists,don [32] talisman,called [32] otherwise,drawn [32] economics,otherwise [32] called,economists [31] macleodfinance,poor Top Word Pairs in Tweet in G10:
[14] roblev0,helgy2 [14] satoshi2k21,moretadpole [14] matt_gs,trevchenkoth3rd [14] fistsfacebrace,kimdriver11 [14] toms95506859,naomilwood [14] jonnymnemonic22,toms95506859 [14] thomassirianni2,parkersplaster1 [14] parkersplaster1,roblev0 [14] enea_h,janineyve [14] blogpickled,swearingforex Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: