The graph represents a network of 7,055 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, 23 December 2021 at 15:32 UTC.
The requested start date was Thursday, 23 December 2021 at 01:01 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 9-day, 7-hour, 26-minute period from Friday, 10 December 2021 at 15:31 UTC to Sunday, 19 December 2021 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 : 7055
Unique Edges : 6620
Edges With Duplicates : 10456
Total Edges : 17076
Number of Edge Types : 5
Retweet : 3428
MentionsInRetweet : 4652
Tweet : 1017
Replies to : 2862
Mentions : 5117
Self-Loops : 1050
Reciprocated Vertex Pair Ratio : 0.072451469184258
Reciprocated Edge Ratio : 0.1351137487636
Connected Components : 1126
Single-Vertex Connected Components : 534
Maximum Vertices in a Connected Component : 3500
Maximum Edges in a Connected Component : 7356
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.183549
Graph Density : 0.000203150867952539
Modularity : 0.518277
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,055 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, 23 December 2021 at 15:32 UTC.
The requested start date was Thursday, 23 December 2021 at 01:01 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 9-day, 7-hour, 26-minute period from Friday, 10 December 2021 at 15:31 UTC to Sunday, 19 December 2021 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:
[1666] paul,krugman [613] krugman,attacked [613] bill,clinton [612] dole,alive [612] alive,krugman [612] attacked,dishonest [612] dishonest,non [612] non,grown [612] grown,lower [612] lower,character Top Word Pairs in Tweet in G1:
[92] cathsimard_,benstraussphoto [91] benstraussphoto,reuben_wu [91] reuben_wu,dave_krugman [90] omarzrobles,johnknopfphotos [89] claudslr,omarzrobles [89] ravivora,cathsimard_ [88] johnknopfphotos,ravivora [57] sdcafe_nyc,metaplex [54] join,tomorrow [53] tomorrow,claudslr Top Word Pairs in Tweet in G2:
[189] paul,krugman [121] low,income [107] income,families [105] agauch4,paulkrugman [105] krugman,think [103] paulkrugman,worse [103] worse,economist [103] economist,12yr [103] 12yr,old [103] old,krugman Top Word Pairs in Tweet in G3:
[582] dole,alive [582] alive,krugman [582] krugman,attacked [582] attacked,dishonest [582] dishonest,non [582] non,grown [582] grown,lower [582] lower,character [582] character,bill [582] bill,clinton Top Word Pairs in Tweet in G4:
[351] idea,inflation [310] low,income [310] income,households [197] krugman's,attempt [197] attempt,sell [197] sell,idea [197] inflation,bad [197] bad,poor [197] poor,isolated [197] isolated,effort Top Word Pairs in Tweet in G5:
[274] paul,krugman [16] build,back [16] back,better [15] krugman,inflation [14] bogus,bashing [14] red,states [12] nobel,prize [12] bashing,build [12] kentucky,'devastating' [12] 'devastating',tornadoes Top Word Pairs in Tweet in G6:
[119] krugman,following [119] following,full [119] full,argentinian [119] argentinian,heterodox [119] heterodox,economist [119] economist,curve [119] curve,inflation [119] inflation,ie [119] ie,transitory [118] davidkohn_16,krugman Top Word Pairs in Tweet in G7:
[98] rudyhavenstein,krugman [97] krugman,inflation [97] inflation,helps [97] helps,poor [97] poor,improving [97] improving,math [97] math,skills [21] paul,krugman [13] kind,odd [13] odd,story Top Word Pairs in Tweet in G8:
[131] governments,oligarchs [131] oligarchs,benefit [131] benefit,inflation [131] inflation,pay [131] pay,keynesian [131] keynesian,propagandist [131] propagandist,whores [131] whores,krugman [131] krugman,promote [130] saifedean,governments Top Word Pairs in Tweet in G9:
[104] capaz,imaginar [103] juanrallo,krugman [103] imaginar,cómo [103] inflación,podría [103] podría,dañar [102] cómo,inflación [101] especialmente,pobres [99] dañar,especialmente [98] krugman,dice [98] dice,capaz Top Word Pairs in Tweet in G10:
[48] paul,krugman [26] please,read [26] read,try [26] try,focus [26] focus,stupid [26] stupid,take [26] take,instead [26] instead,remind [26] remind,yourself [26] yourself,people Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: