The graph represents a network of 14,868 Twitter users whose recent tweets contained "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 Wednesday, 19 February 2020 at 15:22 UTC.
The tweets in the network were tweeted over the 4-hour, 10-minute period from Wednesday, 19 February 2020 at 08:07 UTC to Wednesday, 19 February 2020 at 12:17 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 : 14868
Unique Edges : 21907
Edges With Duplicates : 4773
Total Edges : 26680
Number of Edge Types : 5
Retweet : 11549
Tweet : 2407
MentionsInRetweet : 4619
Replies to : 3884
Mentions : 4221
Self-Loops : 2452
Reciprocated Vertex Pair Ratio : 0.00374254955412836
Reciprocated Edge Ratio : 0.00745719020438225
Connected Components : 1496
Single-Vertex Connected Components : 768
Maximum Vertices in a Connected Component : 11612
Maximum Edges in a Connected Component : 22906
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.88482
Graph Density : 9.82797176847702E-05
Modularity : 0.651586
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,868 Twitter users whose recent tweets contained "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 Wednesday, 19 February 2020 at 15:22 UTC.
The tweets in the network were tweeted over the 4-hour, 10-minute period from Wednesday, 19 February 2020 at 08:07 UTC to Wednesday, 19 February 2020 at 12:17 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 : 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:
[4886] elizabeth,warren [1206] scott,brown [837] michael,bloomberg [736] national,poll [705] buttigieg,klobuchar [637] warren,candidate [592] incumbent,republican [590] beat,scott [584] 30,years [582] candidate,defeat Top Word Pairs in Tweet in G1:
[1352] elizabeth,warren [393] billionaires,warren [387] warren,know [385] know,win [381] media,billionaires [380] re,wondering [380] wondering,#warrenmediablackout [380] #warrenmediablackout,consider [380] consider,two [380] two,things Top Word Pairs in Tweet in G2:
[827] elizabeth,warren [430] national,poll [412] emersonpolling,national [374] supporters,10 [367] buttigieg,klobuchar [352] billionaire,donors [321] warren,supporters [305] super,pac [278] ads,nevada [277] disclosed,donors Top Word Pairs in Tweet in G3:
[176] elizabeth,warren [59] warren,buffett [32] george,zimmerman [32] pete,buttigieg [27] warren,265 [27] 265,million [26] buttigieg,elizabeth [22] warren,buffet [18] bernie,sanders [18] zimmerman,announces Top Word Pairs in Tweet in G4:
[284] elizabeth,warren [100] president,trump [93] pete,buttigieg [81] warren,towering [81] towering,over [80] michael,bloomberg [79] poor,michael [79] bloomberg,president [79] trump,made [79] made,impossible Top Word Pairs in Tweet in G5:
[865] scott,brown [490] elizabeth,warren [433] warren,candidate [433] michael,bloomberg [432] fun,piece [432] piece,electability [432] electability,trivia [432] trivia,elizabeth [432] candidate,defeat [432] defeat,incumbent Top Word Pairs in Tweet in G6:
[272] elizabeth,warren [233] corporate,media [223] next,trick [223] trick,corporate [223] media,make [223] make,elizabeth [223] warren,completely [223] completely,vanish [223] vanish,voila [140] points,higher Top Word Pairs in Tweet in G7:
[113] warren,3rd [112] 3rd,place [111] erase,warren [110] think,polls [110] polls,good [110] good,forecasting [110] forecasting,elections [110] elections,capture [110] capture,ephemeral [110] ephemeral,moment Top Word Pairs in Tweet in G8:
[129] elizabeth,warren [84] old,enough [84] enough,remember [84] remember,omission [84] omission,candidate [84] candidate,one [84] one,call [84] call,whole [84] whole,poll [84] poll,yanked Top Word Pairs in Tweet in G9:
[164] poll,left [164] warren,3rd [160] head,heads [159] same,poll [159] trump,warren [158] great,reporting [158] reporting,few [158] few,quick [158] quick,highlights [158] highlights,warren Top Word Pairs in Tweet in G10:
[497] trump,vs [142] house,fern [120] asking,warren [119] folks,rightly [119] rightly,asking [119] warren,minute [119] minute,coming [119] coming,billionaires [119] billionaires,big [119] big,corporations Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: