The graph represents a network of 16,251 Twitter users whose recent tweets contained "Debate Warren", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 16 January 2020 at 01:28 UTC.
The tweets in the network were tweeted over the 6-hour, 54-minute period from Wednesday, 15 January 2020 at 16:35 UTC to Wednesday, 15 January 2020 at 23:30 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 : 16251
Unique Edges : 20589
Edges With Duplicates : 1499
Total Edges : 22088
Number of Edge Types : 5
Retweet : 11251
Tweet : 1928
Replies to : 1572
Mentions : 1935
MentionsInRetweet : 5402
Self-Loops : 1958
Reciprocated Vertex Pair Ratio : 0.000869476268412439
Reciprocated Edge Ratio : 0.00173744187234912
Connected Components : 1462
Single-Vertex Connected Components : 924
Maximum Vertices in a Connected Component : 13765
Maximum Edges in a Connected Component : 19658
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.973337
Graph Density : 7.41028954431207E-05
Modularity : 0.76291
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 16,251 Twitter users whose recent tweets contained "Debate Warren", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 16 January 2020 at 01:28 UTC.
The tweets in the network were tweeted over the 6-hour, 54-minute period from Wednesday, 15 January 2020 at 16:35 UTC to Wednesday, 15 January 2020 at 23:30 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 : Debate Warren
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:
[5400] elizabeth,warren [3894] last,night [2627] bernie,sanders [1749] debate,last [1662] debate,cnn [1510] woman,president [1478] won,debate [1334] warren,won [1205] amy,klobuchar [1178] cnn,debate Top Word Pairs in Tweet in G1:
[692] elizabeth,warren [410] won,debate [291] debate,performance [285] last,night [272] warren,won [229] iowa,voters [218] women,win [203] good,news [201] undecided,iowa [199] focus,group Top Word Pairs in Tweet in G2:
[1004] last,night [943] debate,last [714] #neverwarren,trending [714] trump,re [714] re,elected [714] don,care [712] trending,supporters [712] supporters,berniesanders [712] berniesanders,upset [712] upset,warren Top Word Pairs in Tweet in G3:
[898] cnn,debate [840] debate,cnn [838] bernie,cnn [837] cnn,helps [837] helps,warren [837] warren,plant [837] plant,bernie [837] bernie,oppo [837] oppo,saying [837] saying,woman Top Word Pairs in Tweet in G4:
[208] elizabeth,warren [108] bernie,sanders [101] warren,sanders [92] democratic,debate [76] last,night [61] sanders,warren [54] sanders,debate [44] warren,bernie [37] debate,last [37] debate,exchange Top Word Pairs in Tweet in G5:
[1257] last,night [735] elizabeth,warren [717] bernie,sanders [701] amy,klobuchar [610] won,#democraticdebate [610] #democraticdebate,last [610] night,elizabeth [610] warren,bernie [610] sanders,amy [610] klobuchar,speaking Top Word Pairs in Tweet in G6:
[244] woman,elected [243] elected,president [240] know,don [240] don,warren [240] warren,nominee [240] nominee,don [240] don,watch [240] watch,thousands [240] thousands,millions [240] millions,white Top Word Pairs in Tweet in G7:
[532] debate,cnn [490] holy,shit [490] shit,cnn [490] cnn,moderator [490] moderator,openly [490] openly,took [490] took,warren's [490] warren's,side [490] side,bailed [490] bailed,saved Top Word Pairs in Tweet in G8:
[327] performance,villainous [310] debate,performance [310] rolling,stone [309] cnn's,debate [309] villainous,rolling [202] woman,president [192] first,woman [96] weeks,ago [96] ago,warren [96] warren,telegraphs Top Word Pairs in Tweet in G9:
[190] bernie,warren [189] bernie,sanders [185] woman,elected [183] york,times [182] years,ago [181] debated,both [181] both,agree [181] agree,woman [181] elected,debate [181] debate,whether Top Word Pairs in Tweet in G10:
[217] elizabeth,warren [155] bernie,sanders [131] democratic,debate [106] debate,cnn [103] democrat,debate [82] sanders,told [82] woman,win [80] former,ohio [80] ohio,state [80] state,senator Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
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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 G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: