The graph represents a network of 4,337 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 Tuesday, 07 January 2020 at 00:44 UTC.
The tweets in the network were tweeted over the 10-hour, 2-minute period from Monday, 06 January 2020 at 14:41 UTC to Tuesday, 07 January 2020 at 00:43 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 : 4337
Unique Edges : 10100
Edges With Duplicates : 12390
Total Edges : 22490
Self-Loops : 192
Reciprocated Vertex Pair Ratio : 0.0196366006681333
Reciprocated Edge Ratio : 0.0385168611155506
Connected Components : 141
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 4140
Maximum Edges in a Connected Component : 22295
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.881386
Graph Density : 0.000665453103689441
Modularity : 0.414696
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,337 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 Tuesday, 07 January 2020 at 00:44 UTC.
The tweets in the network were tweeted over the 10-hour, 2-minute period from Monday, 06 January 2020 at 14:41 UTC to Tuesday, 07 January 2020 at 00:43 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:
[491] richard,nixon [488] wasn,t [483] nixon,wasn [482] t,dealing [482] dealing,coup [482] coup,cupcake [345] ewarren,petebuttigieg [344] don,t [297] joebiden,berniesanders [290] beat,trump Top Word Pairs in Tweet in G1:
[281] don,t [249] beat,trump [244] win,big [241] mitch,mcconnell [240] democrats,house [240] t,need [240] house,need [240] need,win [239] 2019,democrats [239] house,passed Top Word Pairs in Tweet in G2:
[63] amy,klobuchar [44] white,house [42] nytopinion,amyklobuchar [42] amyklobuchar,dleonhardt [42] klobuchar,harry [42] harry,truman [42] truman,times [42] times,david [42] david,leonhardt [42] leonhardt,thinks Top Word Pairs in Tweet in G3:
[327] ewarren,petebuttigieg [295] joebiden,berniesanders [268] petebuttigieg,amyklobuchar [256] berniesanders,ewarren [168] amyklobuchar,andrewyang [160] up,candidates [157] speaks,up [156] constantly,speaks [155] andrewyang,constantly [153] disgusting,joebiden Top Word Pairs in Tweet in G4:
[473] richard,nixon [472] nixon,wasn [472] wasn,t [472] t,dealing [472] dealing,coup [472] coup,cupcake [6] s,problem [3] amyklobuchar,democrats [3] democrats,chance [3] chance,go Top Word Pairs in Tweet in G5:
[61] healthertainer,pankhurstcentre [61] dnw2018,behindbras [61] behindbras,saramckeefrsa [61] saramckeefrsa,foodfanstockpt [61] foodfanstockpt,evefrancisholt [61] cmboggiano,northpowerwomen [61] northpowerwomen,univinclusion [61] univinclusion,susybotello [61] womenoccupyhwd,zophilpott [61] gendercollect,folukemichael Top Word Pairs in Tweet in G6:
[3] come,out [3] new,york [2] american,people [2] foreign,policy [2] s,works [2] turn,up [2] #amyklobuchar,returning [2] returning,march [2] march,donation [2] donation,prosecutor Top Word Pairs in Tweet in G7:
[54] tweets,notice [54] notice,congress [54] congress,propaganda [54] propaganda,talking [54] talking,points [54] points,enablers [54] enablers,feed [54] feed,cult Top Word Pairs in Tweet in G8:
[48] amyklobuchar,going [48] going,listen [48] listen,people [48] people,going [48] going,keep [48] keep,being [48] being,democrat [48] democrat,elitist [48] elitist,want [48] want,jobs Top Word Pairs in Tweet in G9:
[108] ekbmary,joni_looking [108] forsanctioned,elizabethpand11 [108] elizabethpand11,merriweathersun [108] ferazi1,nomoreafterme [108] nomoreafterme,smouse_lillee [108] smouse_lillee,serengetifounda [108] lisa4horses,kelbast44 [108] kelbast44,nature_art_ed [108] nature_art_ed,mrsmaxdewinter [108] freedom4horses,mygreatredmare Top Word Pairs in Tweet in G10:
[39] wsj,antis386 [39] antis386,the_americat [39] the_americat,cacaa_anti_s386 [39] cacaa_anti_s386,ustechworkers [39] ustechworkers,skilledus [39] skilledus,sensanders [39] sensanders,ewarren [39] ewarren,senthomtillis [39] senthomtillis,sentomcotton [39] sentomcotton,lindseygrahamsc Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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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:
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Top Mentioned in G6:
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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: