The graph represents a network of 5,327 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, 26 May 2022 at 14:20 UTC.
The requested start date was Thursday, 26 May 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 13-day, 22-hour, 47-minute period from Thursday, 12 May 2022 at 00:07 UTC to Wednesday, 25 May 2022 at 22:54 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 : 5327
Unique Edges : 5161
Edges With Duplicates : 6464
Total Edges : 11625
Number of Edge Types : 5
Retweet : 1768
MentionsInRetweet : 2431
Tweet : 1049
Replies to : 2293
Mentions : 4084
Self-Loops : 1075
Reciprocated Vertex Pair Ratio : 0.0632795862488591
Reciprocated Edge Ratio : 0.119027181688126
Connected Components : 995
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 1426
Maximum Edges in a Connected Component : 5053
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.720354
Graph Density : 0.00024637311632949
Modularity : 0.534794
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,327 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, 26 May 2022 at 14:20 UTC.
The requested start date was Thursday, 26 May 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 13-day, 22-hour, 47-minute period from Thursday, 12 May 2022 at 00:07 UTC to Wednesday, 25 May 2022 at 22:54 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:
[1634] paul,krugman [201] bryanbrinkman,dave_krugman [164] economist,paul [143] krugman,explains [117] dave_krugman,allships [115] mindset,overtaken [113] overtaken,gop [108] maga,paranoid [108] paranoid,mindset [106] explains,maga Top Word Pairs in Tweet in G1:
[196] bryanbrinkman,dave_krugman [117] dave_krugman,allships [81] allships,robertaspizza [75] robertaspizza,olliechanin [69] dave_krugman,congrats [53] allships,blazebenbrooks [51] blazebenbrooks,wcj111 [47] dave_krugman,gm [39] congrats,bryan [37] olliechanin,maachewbentley Top Word Pairs in Tweet in G2:
[305] paul,krugman [59] economist,paul [51] krugman,explains [43] mindset,overtaken [42] explains,maga [42] maga,paranoid [42] paranoid,mindset [42] overtaken,gop [25] krugman,nyt [23] mocks,institutions Top Word Pairs in Tweet in G3:
[75] paul,krugman [22] clintballinger,wbmosler [21] paulkrugman,krugman [21] dead,wrong [21] wrong,inflation [19] ny,times [18] wbmosler,paul [18] krugman,today's [18] today's,ny [18] times,paulkrugman Top Word Pairs in Tweet in G4:
[106] paul,krugman [46] knows,finance [46] custodian,mechanism [45] nice,article [45] article,15 [45] 15,months [45] months,late [45] late,paul [45] krugman,knows [45] finance,understands Top Word Pairs in Tweet in G5:
[47] paul,krugman [31] price,gouging [26] over,top [25] great,thread [25] thread,krugman [25] krugman,over [25] top,downright [25] downright,nasty [25] nasty,backlash [25] backlash,warren Top Word Pairs in Tweet in G6:
[19] dave_krugman,oveck [17] trshboyoli,dave_krugman [16] ness_graphics,mattmedved [15] dave_krugman,superrare [15] superrare,xsullo [15] reuben_wu,ness_graphics [14] mexico,city [14] city,based [14] based,artist [14] artist,moxarra Top Word Pairs in Tweet in G7:
[85] paul,krugman [72] krugman,blaming [72] blaming,republican [72] republican,tax [72] tax,cuts [72] cuts,racist [72] racist,buffalo [72] buffalo,shooting [72] shooting,brand [72] brand,move Top Word Pairs in Tweet in G8:
[11] paul,krugman [10] great,thread [10] thread,jason [10] jason,krugman [10] krugman,extends [10] extends,unreasonably [10] unreasonably,charitable [10] charitable,readings [10] readings,friends [10] friends,ignoring Top Word Pairs in Tweet in G9:
[20] paul,krugman [8] menlobear,doombergt [7] biancoresearch,menlobear [7] fax,machine [6] doombergt,recall [6] recall,1998 [6] 1998,paul [6] krugman,internet [6] internet,same [6] same,utility Top Word Pairs in Tweet in G10:
[55] paul,krugman [37] keynesians,paul [37] krugman,increase [37] increase,unemployment [37] unemployment,fight [37] fight,inflation [37] inflation,see [37] see,below [37] below,mmters [37] mmters,think Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: