The graph represents a network of 7,512 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 March 2022 at 14:31 UTC.
The requested start date was Thursday, 24 March 2022 at 00:01 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 12-day, 19-hour, 12-minute period from Friday, 11 March 2022 at 03:45 UTC to Wednesday, 23 March 2022 at 22:58 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 : 7512
Unique Edges : 5194
Edges With Duplicates : 12362
Total Edges : 17556
Number of Edge Types : 5
Mentions : 4442
Replies to : 1954
Tweet : 770
Retweet : 4611
MentionsInRetweet : 5779
Self-Loops : 798
Reciprocated Vertex Pair Ratio : 0.0421792618629174
Reciprocated Edge Ratio : 0.0809443507588533
Connected Components : 916
Single-Vertex Connected Components : 407
Maximum Vertices in a Connected Component : 4281
Maximum Edges in a Connected Component : 12926
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.332571
Graph Density : 0.000178669438887573
Modularity : 0.512646
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,512 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 March 2022 at 14:31 UTC.
The requested start date was Thursday, 24 March 2022 at 00:01 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 12-day, 19-hour, 12-minute period from Friday, 11 March 2022 at 03:45 UTC to Wednesday, 23 March 2022 at 22:58 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 : 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:
[4485] paul,krugman [2236] krugman,putin [2223] process,achieving [2223] achieving,something [2223] something,remarkable [2223] remarkable,reminding [2223] reminding,world [2223] world,democracies [2222] putin,seems [2222] seems,process Top Word Pairs in Tweet in G1:
[2186] paul,krugman [2175] krugman,putin [2175] putin,seems [2175] seems,process [2175] process,achieving [2175] achieving,something [2175] something,remarkable [2175] remarkable,reminding [2175] reminding,world [2175] world,democracies Top Word Pairs in Tweet in G2:
[71] 33nft,superrare [65] dave_krugman,jnsilva_ [50] dave_krugman,dosbrak [46] dosbrak,33nft [39] dave_krugman,gm [35] mishasafron,dave_krugman [33] dave_krugman,timepieces [32] dave_krugman,make [32] make,digital [32] digital,paintings Top Word Pairs in Tweet in G3:
[591] llegeixo,article [591] article,paul [591] paul,krugman [591] krugman,premi [591] premi,nobel [591] nobel,economia [591] economia,diu [591] diu,cosa [591] cosa,jo [591] jo,havia Top Word Pairs in Tweet in G4:
[286] paul,krugman [72] krugman,schools [72] schools,kevin [72] kevin,mccarthy [71] comments,biden [71] biden,economy [70] mccarthy,'transparently [70] 'transparently,dishonest' [70] dishonest',comments [24] krugman,nyt Top Word Pairs in Tweet in G5:
[140] paul,krugman [58] nytopinion,paulkrugman [49] kevin,mccarthy [43] chenweihua,nytopinion [43] krugman,schools [43] schools,kevin [43] mccarthy,'transparently [43] 'transparently,dishonest' [43] dishonest',comments [43] comments,biden Top Word Pairs in Tweet in G6:
[138] paul,krugman [115] andersostlund,bundeskanzler [114] paznaucrania,andersostlund [114] bundeskanzler,paul [114] krugman,those [114] those,pessimistic [114] pessimistic,assumptions [114] assumptions,find [114] find,germany [32] jestli,putin Top Word Pairs in Tweet in G7:
[109] life,isn [109] isn,complicated [109] complicated,complete [109] complete,opposite [109] opposite,whatever [109] whatever,media [109] media,celebrities [109] celebrities,government [108] rothbard1776,life Top Word Pairs in Tweet in G8:
[80] paul,krugman [66] krugman,schools [66] comments,biden [65] kevin,mccarthy [65] 'transparently,dishonest' [65] dishonest',comments [64] mccarthy,'transparently [64] biden,economy [62] schools,kevin [46] rawstory,paul Top Word Pairs in Tweet in G9:
[5] paul,krugman [2] torontostar,liberal_party [2] liberal_party,globeandmail [2] globeandmail,reggcohn [2] reggcohn,cbcnews [2] cbcnews,bbc [2] bbc,uoft [2] uoft,idf [2] idf,chineseembinus [2] chineseembinus,nytimes Top Word Pairs in Tweet in G10:
[68] paul,krugman [55] global,economy [51] krugman,tymofiy [51] tymofiy,mylovanov [51] mylovanov,russia's [51] russia's,invasion [51] invasion,global [51] economy,next [34] mylovanov,krugman [30] zoom,link Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: