The graph represents a network of 5,346 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, 30 December 2021 at 15:35 UTC.
The requested start date was Thursday, 30 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 13-day, 21-hour, 56-minute period from Thursday, 16 December 2021 at 01:02 UTC to Wednesday, 29 December 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 : 5346
Unique Edges : 9159
Edges With Duplicates : 14522
Total Edges : 23681
Number of Edge Types : 5
Replies to : 3683
Retweet : 2115
MentionsInRetweet : 5167
Mentions : 12028
Tweet : 688
Self-Loops : 724
Reciprocated Vertex Pair Ratio : 0.0876507005539264
Reciprocated Edge Ratio : 0.161174355901738
Connected Components : 861
Single-Vertex Connected Components : 349
Maximum Vertices in a Connected Component : 2000
Maximum Edges in a Connected Component : 18656
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.908868
Graph Density : 0.000467271894358476
Modularity : 0.393451
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,346 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, 30 December 2021 at 15:35 UTC.
The requested start date was Thursday, 30 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 13-day, 21-hour, 56-minute period from Thursday, 16 December 2021 at 01:02 UTC to Wednesday, 29 December 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:
[1103] paul,krugman [495] dave_krugman,33nft [425] mrquandomai,dave_krugman [365] 33nft,niftygateway [284] mrquandomai,niftygateway [250] niftygateway,dave_krugman [219] giving,away [218] niftygateway,drop [218] drop,dave_krugman [216] niftygateway,mrquandomai Top Word Pairs in Tweet in G1:
[86] 33nft,niftygateway [67] johnknopfphotos,cathsimard_ [64] dave_krugman,jnsilva_ [63] dave_krugman,33nft [58] sdcafe_nyc,metaplex [57] wsavas,zanzibarventurz [56] dave_krugman,redbeardnft [56] mrquandomai,33nft [55] driftershoots,dave_krugman [55] justinaversano,mich_viljoen Top Word Pairs in Tweet in G2:
[419] dave_krugman,33nft [383] mrquandomai,dave_krugman [270] 33nft,niftygateway [235] niftygateway,dave_krugman [226] mrquandomai,niftygateway [205] niftygateway,drop [204] drop,dave_krugman [203] 33vip,pass [202] ahead,28 [202] 28,dec Top Word Pairs in Tweet in G3:
[113] paul,krugman [62] paulkrugman,think [60] think,understand [60] understand,manchinology [60] manchinology,explained [60] explained,special [60] special,interests [60] interests,vote [59] samsanderson123,paulkrugman [31] paulkrugman,krugman Top Word Pairs in Tweet in G4:
[209] paul,krugman [29] build,back [26] back,better [22] krugman,explains [22] explains,huge [22] huge,human [22] human,costs [22] costs,manchin [22] manchin,kills [22] kills,biden Top Word Pairs in Tweet in G5:
[19] bt,coreyherscu [19] coreyherscu,veritaskami [19] veritaskami,deezefi [19] deezefi,yungorbseer [17] juliangilliam,aaronitodoteth [16] yungorbseer,iabbasian [16] iabbasian,nft_ish [16] nft_ish,juliangilliam [14] dave_krugman,allshipsco [14] aaronitodoteth,clubb_q Top Word Pairs in Tweet in G6:
[104] capaz,imaginar [103] imaginar,cómo [103] inflación,podría [103] podría,dañar [103] juanrallo,krugman [102] cómo,inflación [101] especialmente,pobres [99] dañar,especialmente [98] krugman,dice [98] dice,capaz Top Word Pairs in Tweet in G7:
[62] opensea,jake_inez [62] jake_inez,tylers_journey [62] tylers_journey,dave_krugman [60] dave_krugman,nickjrufo [60] furstonetravels,tedslittledream [58] nickjrufo,furstonetravels [28] akhilsesh,opensea [21] 3lau,dave_krugman [20] jpierce_art,3lau [19] nowackdesign,jpierce_art Top Word Pairs in Tweet in G8:
[30] 2022,far [30] far,many [30] many,people [30] people,think [30] think,democracy [30] democracy,works [30] works,socialism [30] socialism,public [30] public,good [30] good,violence Top Word Pairs in Tweet in G9:
[26] paul,krugman [25] maybe,united [25] united,mine [25] mine,workers [25] wv,hometown [25] hometown,newspaper [25] newspaper,goldman [25] goldman,sachs [25] sachs,nobel [24] workers,charleston Top Word Pairs in Tweet in G10:
[23] paul,krugman [9] krugman,highest [9] highest,wins [9] wins,above [9] above,replacement [9] replacement,widely [9] widely,published [9] published,economists [9] economists,2008 [9] 2008,literally 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: