The graph represents a network of 5,267 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 15:20 UTC.
The tweets in the network were tweeted over the 4305-day, 12-hour, 28-minute period from Wednesday, 27 April 2011 at 12:25 UTC to Thursday, 09 February 2023 at 00:54 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 : 5267
Unique Edges : 4957
Edges With Duplicates : 12491
Total Edges : 17448
Number of Edge Types : 9
Replies to : 2279
MentionsInReplyTo : 7319
Retweet : 2254
MentionsInRetweet : 3456
Quote : 187
Tweet : 874
MentionsInQuote : 260
Mentions : 663
MentionsInQuoteReply : 156
Self-Loops : 1256
Reciprocated Vertex Pair Ratio : 0.0754874985046058
Reciprocated Edge Ratio : 0.140378197997775
Connected Components : 773
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 1666
Maximum Edges in a Connected Component : 10005
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.147823
Graph Density : 0.000324127230646125
Modularity : 0.43833
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,267 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 15:20 UTC.
The tweets in the network were tweeted over the 4305-day, 12-hour, 28-minute period from Wednesday, 27 April 2011 at 12:25 UTC to Thursday, 09 February 2023 at 00:54 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:
[1677] paul,krugman [461] argentina,brasil [439] prêmio,nobel [433] nobel,paul [417] krugman,disse [415] disse,proposta [414] vencedor,prêmio [410] proposta,união [410] economista,vencedor [410] monetária,argentina Top Word Pairs in Tweet in G1:
[358] dave_krugman,allships [72] punk_2070,dave_krugman [71] dave_krugman,gm [57] guynorcal,parachicaa [57] anonymoux2311,guynorcal [54] dave_krugman,anonymoux2311 [50] cmbarce1,dave_krugman [44] deezefi,mellamomatt [43] alohacowboysol,lphacentaurikid [43] lphacentaurikid,flannelcapital Top Word Pairs in Tweet in G2:
[395] prêmio,nobel [395] monetária,argentina [395] proposta,união [395] argentina,brasil [395] krugman,disse [395] economista,vencedor [395] paul,krugman [395] disse,proposta [395] união,monetária [395] vencedor,prêmio Top Word Pairs in Tweet in G3:
[278] paul,krugman [42] economist,paul [35] larry,summers [26] economydministration,vpn推荐 [26] federal,economydministration [26] krugman,#vpn推荐 [26] 快连加速器,krugman [26] vpn推荐,快连加速器 [22] nobel,economist [22] fed,risks Top Word Pairs in Tweet in G4:
[307] monetária,internacional [307] essa,ideia [307] não,sei [307] foi,alguém [307] quem,teve [307] sei,quem [307] economia,monetária [307] não,foi [307] ideia,mas [307] mas,certeza Top Word Pairs in Tweet in G5:
[75] paul,krugman [31] millionaire,paul [30] rural,americans [27] tone,deaf [26] rant,against [26] deaf,rant [26] against,rural [26] went,tone [26] elites,making [26] krugman,went Top Word Pairs in Tweet in G6:
[250] paul,krugman [247] trump,siberian [247] watering,down [247] krugman,times [247] times,column [247] down,platform [247] column,called [247] citing,watering [247] siberian,candidate [247] called,trump Top Word Pairs in Tweet in G7:
[92] johnknopfphotos,efdotstudio [88] dave_krugman,efdotstudio [60] gratefulshow_,dave_krugman [54] parinheidari,johnknopfphotos [54] dave_krugman,parinheidari [53] efdotstudio,ravivora [52] tinoforbidden,gratefulshow_ [46] efdotstudio,johnknopfphotos [41] dave_krugman,johnknopfphotos [37] johnknopfphotos,dave_krugman Top Word Pairs in Tweet in G8:
[50] paul,krugman [14] economist,paul [13] lost,economics [12] call,economist [12] economist,lost [12] economics,paul [11] recession,tries [11] bobmurphyecon,call [11] predictions,wrong [11] wrong,fed Top Word Pairs in Tweet in G9:
[42] anchor_drops,benstraussphoto [27] bosslogic,briann6211 [27] krybharat,bonafidehan [27] benstraussphoto,krybharat [27] briann6211,chrisbennett [27] bonafidehan,bosslogic [27] defacedstudio,djrhetorik [26] 1of1_works,anchor_drops [26] dave_krugman,defacedstudio [23] cyborgnomad,dave_krugman Top Word Pairs in Tweet in G10:
[15] j_zane_miller,chadnotchud [13] uma,economia [12] krugman,positions [12] mais,ordenado [12] economia,mercado [12] acaba,sendo [12] mercado,acaba [12] left,krugman [12] positions,right [12] right,friedman 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 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: