The graph represents a network of 6,653 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, 04 November 2021 at 14:31 UTC.
The requested start date was Thursday, 04 November 2021 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 11-day, 0-hour, 55-minute period from Saturday, 23 October 2021 at 22:03 UTC to Wednesday, 03 November 2021 at 22:59 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 : 6653
Unique Edges : 8985
Edges With Duplicates : 16517
Total Edges : 25502
Number of Edge Types : 5
Tweet : 881
Retweet : 3113
MentionsInRetweet : 4629
Replies to : 3340
Mentions : 13539
Self-Loops : 910
Reciprocated Vertex Pair Ratio : 0.0988744724089417
Reciprocated Edge Ratio : 0.179955900135145
Connected Components : 990
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 2913
Maximum Edges in a Connected Component : 14147
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.986312
Graph Density : 0.000317676191092521
Modularity : 0.435867
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,653 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, 04 November 2021 at 14:31 UTC.
The requested start date was Thursday, 04 November 2021 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 11-day, 0-hour, 55-minute period from Saturday, 23 October 2021 at 22:03 UTC to Wednesday, 03 November 2021 at 22:59 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:
[1925] paul,krugman [868] impuestos,ricos [866] subida,impuestos [866] ricos,perú [866] perú,justifica [866] justifica,varias [866] varias,razones [866] razones,económicas [866] económicas,explicadas [866] explicadas,economistas Top Word Pairs in Tweet in G1:
[866] subida,impuestos [866] impuestos,ricos [866] ricos,perú [866] perú,justifica [866] justifica,varias [866] varias,razones [866] razones,económicas [866] económicas,explicadas [866] explicadas,economistas [865] alfredoman,subida Top Word Pairs in Tweet in G2:
[160] benskaarphoto,dave_krugman [126] nft_papi,benskaarphoto [105] jnsilva_,dave_krugman [103] johnknopfphotos,jnsilva_ [93] dave_krugman,franquipaola [92] allshipsco,sdcafe_nyc [85] chevy_pop,reuben_wu [84] reuben_wu,imbrendannorth [84] imbrendannorth,mindzeye [84] mindzeye,omarzrobles Top Word Pairs in Tweet in G3:
[665] paul,krugman [536] krugman,understand [536] understand,became [536] became,such [536] such,threat [536] threat,everything [536] everything,america [536] america,stand [535] duty2warn,paul [535] stand,cow Top Word Pairs in Tweet in G4:
[310] paul,krugman [59] economist,paul [52] rich,help [49] help,america [36] krugman,nyt [34] slogan,'tax [34] 'tax,rich [33] krugman,democrats [33] democrats,slogan [33] america,children' Top Word Pairs in Tweet in G5:
[118] paul,krugman [62] truth_tesla,paulkrugman [57] professor,krugman [47] paulkrugman,professor [45] gm,chrysler [45] krugman,tesla [44] tesla,bailed [44] bailed,gm [44] chrysler,went [44] went,bankrupt Top Word Pairs in Tweet in G6:
[373] 90s_krugman,menshevikm [139] keyvaiuepair,90s_krugman [84] 90s_krugman,henrygeorgesimp [53] luxeprogressive,keyvaiuepair [48] 90s_krugman,villemskrrquavo [35] charybdeez,90s_krugman [33] sirgobbersworth,luxeprogressive [31] br3nd4wg,90s_krugman [30] jackketch1,charybdeez [30] cardboardrevolt,90s_krugman Top Word Pairs in Tweet in G7:
[108] still,don [108] don,totally [108] totally,crypto [108] crypto,pisses [108] pisses,right [108] right,people [108] people,krugman [108] krugman,against [108] against,prob [107] ericbalchunas,still Top Word Pairs in Tweet in G8:
[90] benblenner,dave_krugman [56] swopes,justinaversano [55] nftnow,joeroblesiv [55] ang_ramm,driftershoots [55] driftershoots,swopes [54] myrugema,nftnow [48] justinaversano,nevermindwill [45] joeroblesiv,ang_ramm [43] mattdoogue,myrugema [43] nevermindwill,halecar2 Top Word Pairs in Tweet in G9:
[70] love,paul [70] paul,krugman's [70] krugman's,piece [70] piece,billionaires [70] billionaires,nyt [70] nyt,trump's [70] trump's,evangelicals [70] evangelicals,know [70] know,love [70] love,money Top Word Pairs in Tweet in G10:
[69] tipo,banchiere [69] banchiere,centrale [69] centrale,proposto [69] proposto,presidente [69] presidente,repubblica [69] repubblica,10 [69] 10,anni [69] anni,dopo [69] dopo,sua [69] sua,lettera 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 Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: