The graph represents a network of 5,713 Twitter users whose recent tweets contained "Elizabeth Warren", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 15:49 UTC.
The tweets in the network were tweeted over the 2217-day, 10-hour, 36-minute period from Wednesday, 08 February 2017 at 14:15 UTC to Tuesday, 07 March 2023 at 00:51 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5713
Unique Edges : 2015
Edges With Duplicates : 9373
Total Edges : 11388
Number of Edge Types : 9
Retweet : 3331
MentionsInRetweet : 3547
Replies to : 1167
MentionsInReplyTo : 1998
Tweet : 986
MentionsInQuote : 14
Quote : 99
Mentions : 233
MentionsInQuoteReply : 13
Self-Loops : 1188
Reciprocated Vertex Pair Ratio : 0.0243415077202543
Reciprocated Edge Ratio : 0.0475261571200567
Connected Components : 975
Single-Vertex Connected Components : 483
Maximum Vertices in a Connected Component : 3402
Maximum Edges in a Connected Component : 7413
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.176444
Graph Density : 0.000172802360923365
Modularity : 0.496021
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,713 Twitter users whose recent tweets contained "Elizabeth Warren", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 15:49 UTC.
The tweets in the network were tweeted over the 2217-day, 10-hour, 36-minute period from Wednesday, 08 February 2017 at 14:15 UTC to Tuesday, 07 March 2023 at 00:51 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Elizabeth 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:
[3840] elizabeth,warren [1383] senator,elizabeth [1294] jared,kushner's [1294] kushner's,billion [1294] investigation,jared [1294] warren,investigation [1294] billion,corrupt [1294] deal,saudis [1294] corrupt,deal [1287] ericareport,senator Top Word Pairs in Tweet in G1:
[1290] elizabeth,warren [1284] senator,elizabeth [1282] jared,kushner's [1282] corrupt,deal [1282] kushner's,billion [1282] warren,investigation [1282] deal,saudis [1282] billion,corrupt [1282] investigation,jared [1275] ericareport,senator Top Word Pairs in Tweet in G2:
[387] elizabeth,warren [65] sen,elizabeth [56] balance,sheets [54] colleagues,demand [54] demand,see [54] warren,colleagues [52] binance,balance [52] see,binance [51] changpeng,zhao [51] franklin,bessie Top Word Pairs in Tweet in G3:
[255] seniors,offering [255] offering,agents [255] companies,putting [255] giant,insurance [255] putting,profits [255] over,seniors [255] profits,over [255] insurance,companies [255] investigation,giant [255] released,investigation Top Word Pairs in Tweet in G4:
[88] elizabeth,warren [83] insurance,companies [74] city,found [74] unlock,magic [74] reward,trip [74] lifetime,unlock [74] found,big [74] magic,golden [74] big,insurance [74] earn,sales Top Word Pairs in Tweet in G5:
[150] senior,federal [150] companies,actively [150] lobbying,federal [150] federal,employees [150] stock,companies [150] owns,stock [150] federal,agencies [150] actively,lobbying [150] employees,owns [149] agencies,elizabet Top Word Pairs in Tweet in G6:
[202] elizabeth,warren [187] 10,billion [187] accuse,binance [187] payments,criminals [187] including,elizabeth [187] billion,payments [187] warren,accuse [187] senators,including [187] breaking,senators [187] facilitating,10 Top Word Pairs in Tweet in G7:
[115] elizabeth,warren [33] katie,porter [28] jamie,raskin [21] barack,obama [18] brown,gavin [18] warren,latosha [18] kirchner,barack [18] latosha,brown [18] gavin,newsom [18] jb,pritzker Top Word Pairs in Tweet in G8:
[114] elizabeth,warren [99] thechosenberg,elizabeth [8] picture,15 [8] warren,communist [8] 15,years [8] took,picture [8] years,old [8] communist,terrorist [8] breaking,elizabeth [8] terrorist,took Top Word Pairs in Tweet in G9:
[96] ap_abacus,update [77] seized,receivership [77] wfc,set [77] fdic,wells [77] silvergate,seized [77] wells,fargo [77] receivership,fdic [77] rumors,silvergate [77] take,over [77] set,take Top Word Pairs in Tweet in G10:
[97] hear,folks [97] social,security [97] elizabeth,warren [97] raising,social [97] folks,suggest [97] time,hear [97] suggest,raising [97] think,someone [97] age,think [97] warren,time Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: