The graph represents a network of 5,533 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 15:19 UTC.
The tweets in the network were tweeted over the 3703-day, 21-hour, 30-minute period from Wednesday, 21 November 2012 at 03:26 UTC to Thursday, 12 January 2023 at 00:57 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 : 5533
Unique Edges : 3110
Edges With Duplicates : 11060
Total Edges : 14170
Number of Edge Types : 9
Retweet : 3308
MentionsInRetweet : 4186
Replies to : 1447
MentionsInReplyTo : 3763
Tweet : 577
Mentions : 546
Quote : 117
MentionsInQuote : 113
MentionsInQuoteReply : 113
Self-Loops : 859
Reciprocated Vertex Pair Ratio : 0.0516949152542373
Reciprocated Edge Ratio : 0.0983078162771958
Connected Components : 568
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 3924
Maximum Edges in a Connected Component : 11089
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.556332
Graph Density : 0.000243265314443452
Modularity : 0.473508
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,533 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 15:19 UTC.
The tweets in the network were tweeted over the 3703-day, 21-hour, 30-minute period from Wednesday, 21 November 2012 at 03:26 UTC to Thursday, 12 January 2023 at 00:57 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:
[2888] paul,krugman [1880] sane,republicans [1875] totally,despicable [1874] republicans,joining [1874] someone,totally [1874] elect,someone [1874] joining,democrats [1874] end,sane [1874] democrats,elect [1873] krugman,end Top Word Pairs in Tweet in G1:
[1863] paul,krugman [1857] sane,republicans [1857] joining,democrats [1857] someone,totally [1857] elect,someone [1857] end,sane [1857] duty2warn,paul [1857] totally,despicable [1857] republicans,joining [1857] democrats,elect Top Word Pairs in Tweet in G2:
[239] dave_krugman,allships [63] dave_krugman,gm [39] ihearteth,dave_krugman [36] drop,dave_krugman [33] steals,coindesk [33] oveck,sarah_script [33] dave_krugman,bryanbrinkman [33] coindesk,drop [33] bryanbrinkman,oveck [33] incredible,steals Top Word Pairs in Tweet in G3:
[201] paul,krugman [44] krugman,house [42] house,republicans [39] krugman,read [39] republicans,economics [38] read,ukraine [36] election,lies [34] 'divorced,reality' [33] reality',election [33] economics,'divorced Top Word Pairs in Tweet in G4:
[90] paul,krugman [48] james,galbraith [37] comments,conflict [37] monetaryblog,essay [37] galbraith,reply [37] prof,james [37] essay,prof [37] recent,comments [37] reply,ojblanchard1's [37] ojblanchard1's,recent Top Word Pairs in Tweet in G5:
[154] paul,krugman [153] feed,cat [153] krugman,compares [153] nobel,laureate [153] tesla,bitcoin [153] bitcoin,trust [153] musk,feed [153] elon,musk [153] trust,elon [153] laureate,paul Top Word Pairs in Tweet in G6:
[108] decidedly,woke [108] persisted,despite [108] idea,wokeness [108] makes,weak [108] failures,decidedly [108] weak,persisted [108] woke,russian [108] despite,failures [108] wokeness,makes [108] remarkably,idea Top Word Pairs in Tweet in G7:
[28] paul,krugman [6] good,advice [6] #dems,joebiden [6] 2005,become [6] always,agree [6] walshfreedom,good [6] spot,#dems [6] tweet,spot [6] become,clear [5] agree,tweet Top Word Pairs in Tweet in G8:
[70] paul,krugman [56] election,lies [56] house,republicans [56] krugman,house [56] economics,'divorced [56] republicans,economics [56] 'divorced,reality' [56] reality',election [51] realtuckfrumper,paul [11] #elonmusk,embrace Top Word Pairs in Tweet in G9:
[69] genuinely,hilarious [69] financial,system [69] hilarious,entire [69] username,beowulf [69] poster,username [69] system,saved [69] entire,financial [69] random,poster [69] saved,random [68] beowulf,th Top Word Pairs in Tweet in G10:
[43] grandi,esperti [37] mie,interviste [37] interviste,aprissero [37] interessante,grandi [37] comunque,sarebbe [37] commentare,mie [37] aprissero,anche [37] esperti,perdono [37] tempo,commentare [37] perdono,tempo 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 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: