The graph represents a network of 18,506 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 Sunday, 23 February 2020 at 18:22 UTC.
The tweets in the network were tweeted over the 11-minute period from Sunday, 23 February 2020 at 16:27 UTC to Sunday, 23 February 2020 at 16:39 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 : 18506
Unique Edges : 24469
Edges With Duplicates : 3978
Total Edges : 28447
Number of Edge Types : 5
Retweet : 10910
MentionsInRetweet : 3193
Replies to : 5021
Mentions : 5901
Tweet : 3422
Self-Loops : 3466
Reciprocated Vertex Pair Ratio : 0.00537218497507306
Reciprocated Edge Ratio : 0.0106869576368999
Connected Components : 1998
Single-Vertex Connected Components : 924
Maximum Vertices in a Connected Component : 14646
Maximum Edges in a Connected Component : 24755
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.827981
Graph Density : 6.83099981477779E-05
Modularity : 0.722147
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 18,506 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 Sunday, 23 February 2020 at 18:22 UTC.
The tweets in the network were tweeted over the 11-minute period from Sunday, 23 February 2020 at 16:27 UTC to Sunday, 23 February 2020 at 16:39 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:
[6889] bernie,sanders [929] vote,bernie [882] bernie,won [475] bernie,nominee [465] chris,matthews [450] ll,lose [403] 40,years [390] elizabeth,warren [384] donald,trump [376] bernie,supporters Top Word Pairs in Tweet in G1:
[2155] bernie,sanders [335] vote,bernie [319] never,job [307] job,paycheck [307] paycheck,healthcare [307] healthcare,child [307] child,education [307] education,hands [307] hands,guy [307] guy,never Top Word Pairs in Tweet in G2:
[314] bernie,sanders [55] vote,bernie [50] bernie,won [47] stop,bernie [39] go,bernie [36] beat,trump [36] bernie,win [35] elizabeth,warren [33] bernie,supporters [33] barackobama,hillaryclinton Top Word Pairs in Tweet in G3:
[253] bernie,sanders [80] president,children [80] great,work [79] berniesanders,stalin [79] stalin,esque [79] esque,type [79] type,president [79] children,great [79] work,project_veritas [79] project_veritas,damage Top Word Pairs in Tweet in G4:
[249] bernie,sanders [25] vote,bernie [22] bernie,supporters [22] sanders,over [22] 40,years [21] ronald,reagan [21] reagan,warned [21] warned,bernie [21] over,40 [21] years,ago Top Word Pairs in Tweet in G5:
[381] bernie,sanders [63] years,ago [60] chris,matthews [58] socialist,revolution [56] exactly,buttigieg [56] buttigieg,biden [56] biden,warren [56] warren,bloomberg [56] bloomberg,each [56] each,democrat Top Word Pairs in Tweet in G6:
[203] bernie,nominee [200] election,security [198] thread,bernie [198] nominee,needs [198] needs,demand [198] demand,vocally [198] vocally,repeatedly [198] repeatedly,ic [198] ic,thoroughly [198] thoroughly,investigate Top Word Pairs in Tweet in G7:
[194] bernie,sanders [74] chris,matthews [38] beyond,pale [37] chris,mathews [36] trump,45 [36] win,nevada [35] sanders,campaign [34] bernie,won [33] hardballchris,resign [32] mathews,generous Top Word Pairs in Tweet in G8:
[82] adam,schiff [74] bernie,sanders [60] rooting,bernie [60] russia,helping [56] trump,demanded [56] demanded,investigation [56] investigation,rep [56] rep,adam [56] schiff,leak [56] leak,intel Top Word Pairs in Tweet in G9:
[346] bernie,won [255] bernie,sanders [144] hot,hot [132] voters,bernie [96] won,voters [96] voters,aged [68] chris,matthews [64] dems,bernie [55] hi,jew [55] jew,nazi Top Word Pairs in Tweet in G10:
[134] bernie,sanders [35] super,tuesday [33] first,place [31] bernie,trump [30] recent,polls [30] polls,bernie [30] sanders,first [30] place,largest [30] largest,super [30] tuesday,states 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 G7:
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 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: