The graph represents a network of 7,627 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 April 2021 at 11:56 UTC.
The requested start date was Tuesday, 06 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 23-hour, 18-minute period from Friday, 02 April 2021 at 00:39 UTC to Monday, 05 April 2021 at 23:57 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 : 7627
Unique Edges : 1792
Edges With Duplicates : 13165
Total Edges : 14957
Number of Edge Types : 5
Retweet : 6479
MentionsInRetweet : 6872
Replies to : 562
Mentions : 560
Tweet : 484
Self-Loops : 500
Reciprocated Vertex Pair Ratio : 0.00390015600624025
Reciprocated Edge Ratio : 0.00777000777000777
Connected Components : 573
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 6223
Maximum Edges in a Connected Component : 13309
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.815566
Graph Density : 0.000132763670248053
Modularity : 0.46509
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,627 Twitter users whose tweets in the requested range contained "Elizabeth Warren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 April 2021 at 11:56 UTC.
The requested start date was Tuesday, 06 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 23-hour, 18-minute period from Friday, 02 April 2021 at 00:39 UTC to Monday, 05 April 2021 at 23:57 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 : GraphServerTwitterSearch
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:
[6047] elizabeth,warren [3635] sen,elizabeth [2774] april,13 [2774] 13,sen [2774] warren,host [2774] host,first [2774] first,hearing [2774] hearing,chair [2774] chair,senate [2774] senate,banking Top Word Pairs in Tweet in G1:
[3247] elizabeth,warren [3237] sen,elizabeth [2659] april,13 [2659] 13,sen [2659] warren,host [2659] host,first [2659] first,hearing [2659] hearing,chair [2659] chair,senate [2659] senate,banking Top Word Pairs in Tweet in G2:
[498] clarifying,moment [498] moment,elected [498] elected,republicans [498] republicans,corporate [498] corporate,america [498] america,friend [498] friend,taken [498] taken,over [497] surabees,clarifying [14] elizabeth,warren Top Word Pairs in Tweet in G3:
[280] ted,cruz [280] cruz,went [280] went,princeton [280] princeton,harvard [280] harvard,law [280] law,harvard [280] harvard,study [280] study,anyone [280] anyone,go [280] go,promise Top Word Pairs in Tweet in G4:
[278] elizabeth,warren [270] canceling,50 [270] 50,000 [270] 000,student [270] student,loan [270] loan,debt [270] debt,provide [270] provide,massive [270] massive,stimulus [270] stimulus,economy Top Word Pairs in Tweet in G5:
[294] elizabeth,warren [217] ryan,knight [216] knight,remember [216] remember,elizabeth [216] warren,president [216] president,bernie [216] bernie,remember [216] remember,dm [216] dm,things [215] kirkacevedo,ryan Top Word Pairs in Tweet in G6:
[231] elizabeth,warren [20] bernie,sanders [15] student,loan [12] senator,elizabeth [11] sen,elizabeth [11] sanders,elizabeth [9] elizabeth,warren's [9] wealth,tax [9] loan,debt [8] chuck,schumer Top Word Pairs in Tweet in G7:
[266] elizabeth,warren [78] hate,elizabeth [78] student,debt [77] people,hate [76] wonder,people [76] warren,still [76] still,gonna [76] gonna,allow [76] allow,cancel [76] cancel,student Top Word Pairs in Tweet in G8:
[52] elizabeth,warren [41] three,day [41] day,program [34] senwarren,reppressley [26] reppressley,join [26] join,busph [26] busph,antiracismctr [26] antiracismctr,during [26] during,three [26] program,beginning Top Word Pairs in Tweet in G9:
[138] president,biden [119] student,loan [99] 50,000 [97] press,conference [97] 000,student [94] forbes,student [88] sen,elizabeth [88] elizabeth,warren [79] loan,forgiveness [70] cancel,50 Top Word Pairs in Tweet in G10:
[70] elizabeth,warren [28] filibuster,deep [28] deep,roots [28] roots,racism [28] racism,permitted [28] permitted,serve [28] serve,function [28] function,create [22] tomthunkitsmind,filibuster [22] create,cr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: