The graph represents a network of 5,308 Twitter users whose recent tweets contained ""@amyklobuchar"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 12 February 2020 at 14:47 UTC.
The tweets in the network were tweeted over the 2-hour, 4-minute period from Wednesday, 12 February 2020 at 12:42 UTC to Wednesday, 12 February 2020 at 14:46 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 : 5308
Unique Edges : 11360
Edges With Duplicates : 7085
Total Edges : 18445
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0115979381443299
Reciprocated Edge Ratio : 0.0229299363057325
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 5308
Maximum Edges in a Connected Component : 18445
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.441498
Graph Density : 0.000473738386220926
Modularity : 0.417878
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,308 Twitter users whose recent tweets contained ""@amyklobuchar"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 12 February 2020 at 14:47 UTC.
The tweets in the network were tweeted over the 2-hour, 4-minute period from Wednesday, 12 February 2020 at 12:42 UTC to Wednesday, 12 February 2020 at 14:46 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 : TwitterSearch
Graph Term : "@amyklobuchar"
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Relationship
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[561] new,hampshire [539] amyklobuchar,petebuttigieg [478] petebuttigieg,berniesanders [429] tripgabriel,amyklobuchar [426] donald,trump [340] petebuttigieg,amyklobuchar [318] beat,donald [277] 2020,beat [226] campaign,trail [224] new,voters Top Word Pairs in Tweet in G1:
[382] donald,trump [334] new,hampshire [292] beat,donald [258] 2020,beat [216] campaign,trail [214] outside,box [213] andrew,miss [213] miss,campaign [213] trail,ve [213] ve,inspired Top Word Pairs in Tweet in G2:
[184] wins,win [144] new,hampshire [131] petebuttigieg,amyklobuchar [118] results,amyklobuchar [114] kayleighmcenany,new [114] hampshire,results [113] amyklobuchar,'flavor [113] 'flavor,hour [113] hour,' [113] ',mikebloomberg Top Word Pairs in Tweet in G3:
[461] amyklobuchar,petebuttigieg [449] petebuttigieg,berniesanders [416] tripgabriel,amyklobuchar [160] story,night [148] petebuttigieg,amyklobuchar [89] 1,story [78] berniesanders,petebuttigieg [68] 2,story [68] more,votes [66] definitely,rookie Top Word Pairs in Tweet in G4:
[56] amyklobuchar,marshacollier [54] healthertainer,pankhurstcentre [54] dnw2018,behindbras [54] foodfanstockpt,evefrancisholt [54] elsazekeng,cmboggiano [54] univinclusion,susybotello [54] gendercollect,folukemichael [54] lisaringga01,amyklobuchar [54] charlotteh71,wendyeslater [54] blueskyssun,pippaprice3 Top Word Pairs in Tweet in G5:
[94] theyoungturks,amyklobuchar [84] amp,s [52] cenkuygur,theyoungturks [45] honest,positions [44] doesn,t [44] t,hide [43] figured,out [43] moderate,conservative [43] well,s [43] s,authentic Top Word Pairs in Tweet in G6:
[67] meghanmccain,amyklobuchar [14] amyklobuchar,amy [11] ewarren,amyklobuchar [11] amyklobuchar,berniesanders [11] psbono21,marwilliamson [11] marwilliamson,meghanmccain [7] abcpolitics,amyklobuchar [6] one,biggest [6] biggest,defenders [6] defenders,ewarren Top Word Pairs in Tweet in G7:
[19] mlk,day [19] day,amyklobuchar [19] amyklobuchar,aren [19] aren,t [19] t,many [19] many,sides' [19] sides',blame [19] blame,one [19] one,side [19] side,ku Top Word Pairs in Tweet in G8:
[12] foxnews,foxandfriends [12] foxandfriends,sensusancollins [12] sensusancollins,senategop [12] senategop,jsolomonreports [12] jsolomonreports,mittromney [12] mittromney,lisamurkowski [12] lisamurkowski,marklevinshow [12] marklevinshow,projectlincoln [12] projectlincoln,momsdemand [12] momsdemand,davidhogg111 Top Word Pairs in Tweet in G9:
[8] amyklobuchar,demtweetsthosis [3] ewarren,amyklobuchar [2] amyklobuchar,petebuttigieg [2] #2,petebuttigieg [2] petebuttigieg,#3 [2] onlywhitetiger,kenobicheated [2] kenobicheated,dotwilson13 [2] dotwilson13,connieg1025 [2] connieg1025,sandyisretired [2] sandyisretired,gbehounek10 Top Word Pairs in Tweet in G10:
[5] minotauresse,kimmeisaiah [5] ceciliacmaida,am4huckleberry [5] am4huckleberry,annw326 [5] annw326,eschaz12 [5] joni_looking,cyntwhite [5] forsanctioned,elizabethpand11 [5] elizabethpand11,merriweathersun [5] beverlynichols,ferazi1 [5] ferazi1,nomoreafterme [5] nomoreafterme,smouse_lillee Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: