The graph represents a network of 16,033 Twitter users whose recent tweets contained "Bernie", 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 15:39 UTC.
The tweets in the network were tweeted over the 1-hour, 29-minute period from Wednesday, 19 February 2020 at 10:32 UTC to Wednesday, 19 February 2020 at 12:02 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 : 16033
Unique Edges : 22573
Edges With Duplicates : 4810
Total Edges : 27383
Number of Edge Types : 5
Retweet : 10694
Tweet : 2793
MentionsInRetweet : 3908
Replies to : 4786
Mentions : 5202
Self-Loops : 2844
Reciprocated Vertex Pair Ratio : 0.00464403264349159
Reciprocated Edge Ratio : 0.00924513059868953
Connected Components : 1443
Single-Vertex Connected Components : 682
Maximum Vertices in a Connected Component : 13244
Maximum Edges in a Connected Component : 24673
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.171232
Graph Density : 8.66865408458328E-05
Modularity : 0.662815
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 16,033 Twitter users whose recent tweets contained "Bernie", 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 15:39 UTC.
The tweets in the network were tweeted over the 1-hour, 29-minute period from Wednesday, 19 February 2020 at 10:32 UTC to Wednesday, 19 February 2020 at 12:02 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 : Bernie
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:
[6430] bernie,sanders [1368] medical,records [1026] mike,bloomberg [948] joe,biden [876] heart,attack [651] democratic,primary [644] won,releasing [634] bernie,kerik [626] donald,trump [572] done,more Top Word Pairs in Tweet in G1:
[1183] bernie,sanders [332] running,beat [314] shit,people [305] sanders,takes [304] people,bernie [298] takes,lead [210] beat,trump [170] bernie,supporters [168] bloomberg,running [166] beat,bernie Top Word Pairs in Tweet in G2:
[1044] bernie,sanders [447] medical,records [273] heart,attack [269] joe,biden [194] mike,bloomberg [181] abc,news [180] poll,finds [179] news,wapo [179] wapo,poll [172] democratic,primary Top Word Pairs in Tweet in G3:
[761] bernie,sanders [409] bernie,again [400] democrat,nomination [399] away,bernie [370] granted,clemency [355] bernie,kerik [305] mini,mike [289] again,mini [288] mini,illegally [288] illegally,buying Top Word Pairs in Tweet in G4:
[263] bernie,sanders [77] heart,attack [69] berniesanders,bernie [69] medical,records [52] beat,trump [46] health,records [45] highly,alarming [44] sanders,refusal [44] refusal,release [44] release,health Top Word Pairs in Tweet in G5:
[695] bernie,sanders [512] joe,biden [511] facts,mike [511] mike,bloomberg [511] bloomberg,china [511] china,dictator [511] dictator,xi [511] xi,jinping [511] jinping,dictator [511] dictator,joe Top Word Pairs in Tweet in G6:
[464] won,releasing [449] bernie,sanders [408] medical,records [303] donald,trump [238] tax,returns [234] releasing,medical [232] returns,bernie [231] trump,won [231] releasing,tax [231] sanders,won Top Word Pairs in Tweet in G7:
[220] bernie,sanders [20] vote,bernie [18] bernie,bros [17] medical,records [16] heart,attack [13] bernie,bro [13] mike,bloomberg [10] running,beat [10] beat,trump [9] against,bernie Top Word Pairs in Tweet in G8:
[117] run,against [113] against,bernie [106] bernie,badly [73] bernie,sanders [31] bernie,supporters [30] mikebloomberg,berniesanders [27] won,win [27] medical,records [25] donald,trump [23] mikebloomberg,trump Top Word Pairs in Tweet in G9:
[427] bernie,sanders [381] voting,bernie [365] democratic,primary [362] never,voted [362] voted,candidate [362] candidate,life [362] life,voting [362] sanders,democratic [362] primary,general [362] general,election Top Word Pairs in Tweet in G10:
[141] medical,records [121] bernie,kerik [120] right,wing [119] really,hard [119] hard,think [119] think,collection [119] collection,individuals [119] individuals,less [119] less,deserving [119] deserving,presidential Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
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: