The graph represents a network of 14,725 Twitter users whose recent tweets contained "klobuchar", 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 Wednesday, 19 February 2020 at 15:16 UTC.
The tweets in the network were tweeted over the 7-hour, 26-minute period from Wednesday, 19 February 2020 at 04:35 UTC to Wednesday, 19 February 2020 at 12:01 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 : 14725
Unique Edges : 19495
Edges With Duplicates : 2802
Total Edges : 22297
Number of Edge Types : 5
Retweet : 11007
MentionsInRetweet : 6561
Replies to : 1847
Tweet : 1277
Mentions : 1605
Self-Loops : 1308
Reciprocated Vertex Pair Ratio : 0.00107367452323738
Reciprocated Edge Ratio : 0.00214504596527068
Connected Components : 812
Single-Vertex Connected Components : 442
Maximum Vertices in a Connected Component : 13123
Maximum Edges in a Connected Component : 20704
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.453453
Graph Density : 9.03091126876001E-05
Modularity : 0.720202
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,725 Twitter users whose recent tweets contained "klobuchar", 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 Wednesday, 19 February 2020 at 15:16 UTC.
The tweets in the network were tweeted over the 7-hour, 26-minute period from Wednesday, 19 February 2020 at 04:35 UTC to Wednesday, 19 February 2020 at 12:01 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 : klobuchar
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:
[3550] amy,klobuchar [3330] 49,trump [2314] national,poll [2011] trump,51 [1861] 48,trump [1821] bernie,sanders [1732] buttigieg,klobuchar [1717] better,bloomberg [1522] elizabeth,warren [1469] emersonpolling,national Top Word Pairs in Tweet in G1:
[796] elizabeth,warren [549] poll,candidates [501] spot,went [498] fifth,spot [492] went,klobuchar [480] candidates,fifth [469] left,elizabeth [460] poll,left [458] talked,pollster [458] pollster,behind Top Word Pairs in Tweet in G2:
[1756] 49,trump [1317] trump,51 [1145] national,poll [1144] emersonpolling,national [783] each,candidate's [783] candidate's,supporters [782] poll,each [706] supporters,10 [673] 33,biden [669] supporters,believe Top Word Pairs in Tweet in G3:
[702] buttigieg,klobuchar [498] warren,13 [441] 13,buttigieg [434] bloomberg,13 [432] 49,trump [429] 10,klobuchar [401] warren,10 [396] biden,15 [385] klobuchar,steyer [373] 15,warren Top Word Pairs in Tweet in G4:
[850] health,care [673] bernie,sanders [625] sen,bernie [425] sanders,slams [425] slams,cruel [425] cruel,dysfunctional [425] dysfunctional,health [425] care,system [425] system,major [425] major,country Top Word Pairs in Tweet in G5:
[292] amy,klobuchar [246] 48,trump [234] trump,47 [144] 49,trump [137] 47,trump [130] trump,44 [127] general,election [124] 44,bloomberg [123] bloomberg,48 [123] trump,46 Top Word Pairs in Tweet in G6:
[568] amy,klobuchar [498] name,amy [496] fourth,grade [496] grade,spanish [495] gave,name [494] amy,fourth [494] spanish,gave [494] name,elena [492] culinary,union [492] union,forum Top Word Pairs in Tweet in G7:
[553] pete,buttigieg [174] donald,trump [172] one,thing [171] never,involved [170] marriage,never [170] send,hush [170] hush,money [170] money,porn [170] porn,star [163] involved,send Top Word Pairs in Tweet in G8:
[480] 47,trump [474] trump,45 [428] npr,pbs [428] pbs,marist [328] 48,trump [322] trump,44 [290] buttigieg,klobuchar [282] poll,sanders [280] 16,bloomberg [271] klobuchar,everyone Top Word Pairs in Tweet in G9:
[448] billionaire,donors [224] 11,warren [224] warren,gabbard [223] according,latest [223] latest,fec [223] fec,filings [223] filings,berniesanders [223] berniesanders,candidate [223] candidate,zero [223] zero,billionaire Top Word Pairs in Tweet in G10:
[149] amy,klobuchar [39] buttigieg,klobuchar [24] bernie,sanders [22] pete,buttigieg [19] town,halls [19] buttigieg,amy [18] town,hall [18] sanders,pete [17] warren,klobuchar [13] cnn,town 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:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: