The graph represents a network of 8,042 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, 30 June 2021 at 11:59 UTC.
The requested start date was Tuesday, 29 June 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 7-day, 13-hour, 39-minute period from Monday, 21 June 2021 at 10:12 UTC to Monday, 28 June 2021 at 23:52 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 : 8042
Unique Edges : 3598
Edges With Duplicates : 11175
Total Edges : 14773
Number of Edge Types : 5
Retweet : 5283
MentionsInRetweet : 5915
Replies to : 1034
Tweet : 1109
Mentions : 1432
Self-Loops : 1153
Reciprocated Vertex Pair Ratio : 0.00575
Reciprocated Edge Ratio : 0.0114342530449913
Connected Components : 1255
Single-Vertex Connected Components : 610
Maximum Vertices in a Connected Component : 5020
Maximum Edges in a Connected Component : 11235
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.008692
Graph Density : 0.000124424498036224
Modularity : 0.523861
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,042 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, 30 June 2021 at 11:59 UTC.
The requested start date was Tuesday, 29 June 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 7-day, 13-hour, 39-minute period from Monday, 21 June 2021 at 10:12 UTC to Monday, 28 June 2021 at 23:52 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 : 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:
[4892] elizabeth,warren [1530] student,loan [820] president,biden [667] sen,elizabeth [655] loan,payments [643] federal,student [617] extend,pause [608] pause,student [601] biden,#cancelstudentdebt [600] #cancelstudentdebt,until Top Word Pairs in Tweet in G1:
[459] organize,together [459] together,fight [459] fight,together [459] together,persist [459] persist,together [459] together,win [459] win,together [459] together,ve [459] ve,raise [459] raise,voices Top Word Pairs in Tweet in G2:
[611] student,loan [550] loan,payments [549] pause,student [547] president,biden [546] biden,#cancelstudentdebt [545] #cancelstudentdebt,until [545] until,extend [545] extend,pause [545] payments,give [544] senwarren,president Top Word Pairs in Tweet in G3:
[643] elizabeth,warren [96] student,loan [35] sen,elizabeth [31] senator,elizabeth [27] bernie,sanders [25] loan,payments [23] jeff,bezos [22] biden,pick [21] supports,central [21] meryl,streep Top Word Pairs in Tweet in G4:
[287] elizabeth,warren [187] warren,throughout [187] throughout,entire [187] entire,primary [187] primary,going [187] going,absolutely [187] absolutely,critical [187] critical,kill [187] kill,filibuster [186] jasonoverstreet,elizabeth Top Word Pairs in Tweet in G5:
[233] elizabeth,warren [200] look,ran [200] ran,hike [200] hike,morning [200] morning,elizabeth [199] mon_lovesyou,look [20] warren,snakes [20] snakes,thread [19] forgivenchy,elizabeth [8] one,call Top Word Pairs in Tweet in G6:
[226] elizabeth,warren [149] bernie,sanders [128] sanders,elizabeth [108] growing,climate [108] climate,solutions [108] solutions,act [108] act,passed [108] passed,92 [108] 92,bernie [108] warren,voted Top Word Pairs in Tweet in G7:
[192] elizabeth,warren [134] sen,elizabeth [127] warren,support [127] support,infrastructure [127] infrastructure,package [127] package,train [127] train,leaves [127] leaves,station [127] station,childcare [126] kylegriffin1,sen Top Word Pairs in Tweet in G8:
[190] elizabeth,warren [168] sen,elizabeth [163] biden,pick [161] president,biden [158] warren,mass [158] mass,impeding [158] impeding,confirmation [158] confirmation,james [158] james,kvaal [158] kvaal,president Top Word Pairs in Tweet in G9:
[131] elizabeth,warren [66] federal,student [61] sen,elizabeth [60] ayanna,pressley [59] pause,payments [59] payments,interest [59] interest,federal [59] until,march [59] march,31 [59] 31,2022 Top Word Pairs in Tweet in G10:
[132] elizabeth,warren [127] sure,moved [127] moved,quickly [127] quickly,fact [127] fact,elizabeth [127] warren,government [127] government,break [127] break,big [127] big,tech [126] neontaster,sure Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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