The graph represents a network of 15,569 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, 26 February 2020 at 03:47 UTC.
The tweets in the network were tweeted over the 13-minute period from Wednesday, 26 February 2020 at 01:39 UTC to Wednesday, 26 February 2020 at 01:52 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 : 15569
Unique Edges : 20218
Edges With Duplicates : 2036
Total Edges : 22254
Number of Edge Types : 5
Retweet : 11684
MentionsInRetweet : 2890
Tweet : 3732
Replies to : 2158
Mentions : 1790
Self-Loops : 3746
Reciprocated Vertex Pair Ratio : 0.00252298721686477
Reciprocated Edge Ratio : 0.00503327554387338
Connected Components : 2654
Single-Vertex Connected Components : 1804
Maximum Vertices in a Connected Component : 11408
Maximum Edges in a Connected Component : 17978
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.347153
Graph Density : 7.37731387978998E-05
Modularity : 0.725857
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 15,569 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, 26 February 2020 at 03:47 UTC.
The tweets in the network were tweeted over the 13-minute period from Wednesday, 26 February 2020 at 01:39 UTC to Wednesday, 26 February 2020 at 01:52 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:
[5907] elizabeth,warren [1095] being,pregnant [1060] fired,being [925] born,alive [922] stage,tonight [901] abortions,being [865] employee,kill [807] telling,pregnant [773] super,pac [772] female,employee Top Word Pairs in Tweet in G1:
[1332] elizabeth,warren [476] warren,right [428] right,filibuster [360] warren,one [326] nuking,filibuster [266] debate,warren [266] one,brings [266] brings,nuking [266] filibuster,time [266] time,important Top Word Pairs in Tweet in G2:
[382] elizabeth,warren [67] bernie,warren [59] warren,sanders [58] sanders,warren [40] warren,right [39] senator,warren [38] warren,bernie [30] liz,warren [29] bernie,sanders [26] warren,bloomberg Top Word Pairs in Tweet in G3:
[652] born,alive [652] abortions,being [642] employee,kill [641] telling,pregnant [639] mikebloomberg,allegedly [639] allegedly,telling [637] female,employee [636] voted,today [635] wow,ewarren [635] ewarren,criticized Top Word Pairs in Tweet in G4:
[1237] elizabeth,warren [306] being,pregnant [301] fired,being [242] bloomberg,kill [240] kill,pregnant [238] pregnant,lady [237] warren,care [237] care,bloomberg [237] lady,warren [237] warren,denies Top Word Pairs in Tweet in G5:
[832] elizabeth,warren [678] being,pregnant [676] fired,being [653] warren,repeated [653] repeated,lie [653] lie,fired [653] pregnant,debunked [653] debunked,days [653] days,reneged [653] reneged,promise Top Word Pairs in Tweet in G6:
[103] elizabeth,warren [64] time,warren [63] warren,prattling [63] prattling,filibuster [63] filibuster,snooze [62] biden,having [62] having,debate [62] debate,life [62] life,comes [62] comes,nick Top Word Pairs in Tweet in G7:
[161] warren,very [158] joe,taking [158] taking,credit [158] credit,amy [158] amy,work [158] work,warren [158] very,bad [158] bad,look [158] look,#demdebate2020 [112] bernie,sanders Top Word Pairs in Tweet in G8:
[257] elizabeth,warren [123] warren,brilliant [120] bernie,pick [120] pick,unsettles [120] unsettles,elizabeth [120] brilliant,called [120] called,2008 [120] 2008,financial [120] financial,crisis [120] crisis,before Top Word Pairs in Tweet in G9:
[232] warren,bloomberg [208] evidence,warren [207] bloomberg,told [204] important,gayle [204] gayle,asked [204] asked,evidence [204] told,woman [204] woman,abortion [204] abortion,answered [204] answered,words Top Word Pairs in Tweet in G10:
[189] bernie,universal [189] universal,warren [126] warren,means [126] means,tested [77] student,debt [63] childcare,bernie [63] tested,student [63] debt,forgiveness [63] forgiveness,bernie [63] tested,rent Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: