The graph represents a network of 8,493 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, 23 June 2021 at 12:03 UTC.
The requested start date was Tuesday, 22 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 9-day, 6-hour, 11-minute period from Saturday, 12 June 2021 at 17:48 UTC to Tuesday, 22 June 2021 at 00:00 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 : 8493
Unique Edges : 4600
Edges With Duplicates : 10185
Total Edges : 14785
Number of Edge Types : 5
Tweet : 1250
Replies to : 1411
Retweet : 4851
MentionsInRetweet : 5772
Mentions : 1501
Self-Loops : 1292
Reciprocated Vertex Pair Ratio : 0.00512209648600357
Reciprocated Edge Ratio : 0.0101919886228964
Connected Components : 1466
Single-Vertex Connected Components : 652
Maximum Vertices in a Connected Component : 4739
Maximum Edges in a Connected Component : 10204
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.986278
Graph Density : 0.000116995298946421
Modularity : 0.575805
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,493 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, 23 June 2021 at 12:03 UTC.
The requested start date was Tuesday, 22 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 9-day, 6-hour, 11-minute period from Saturday, 12 June 2021 at 17:48 UTC to Tuesday, 22 June 2021 at 00:00 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:
[4880] elizabeth,warren [976] members,congress [575] trading,stocks [523] ban,members [468] bernie,sanders [395] crewcrew,members [386] congress,trading [294] lots,systemic [294] systemic,reasons [294] reasons,black Top Word Pairs in Tweet in G1:
[618] members,congress [439] trading,stocks [357] crewcrew,members [259] ban,members [259] congress,trading [258] way,past [258] past,time [258] time,ban [257] crewcrew,way [180] congress,banned Top Word Pairs in Tweet in G2:
[697] elizabeth,warren [70] jeff,bezos [55] wealth,tax [53] sen,elizabeth [43] demands,wealth [43] tax,jeff [43] bezos,gets [42] warren,demands [42] gets,same [42] same,salary Top Word Pairs in Tweet in G3:
[271] lots,systemic [271] systemic,reasons [271] reasons,black [271] black,americans [271] americans,more [271] more,borrow [271] borrow,money [271] money,college [271] college,borrow [271] borrow,more Top Word Pairs in Tweet in G4:
[474] elizabeth,warren [39] warren,always [29] lucianalamb,elizabeth [29] warren,julian [29] julian,castro [29] castro,saying [28] listen,elizabeth [25] months,ahead [23] simple,solution [23] solution,democracy Top Word Pairs in Tweet in G5:
[223] elizabeth,warren [187] aoc,elizabeth [172] maya,wiley [170] warren,wfp [170] eric,adams [169] wiley,endorsement [169] endorsement,myself [169] myself,aoc [169] wfp,elder [169] elder,kirsten Top Word Pairs in Tweet in G6:
[246] members,congress [239] ban,members [109] rep,pramila [109] pramila,jayapal [100] trading,stocks [96] congress,trading [83] introduce,legislation [83] legislation,aimed [82] stocks,introduce [80] jayapal,wash Top Word Pairs in Tweet in G7:
[235] elizabeth,warren [154] bernie,sanders [154] sanders,elizabeth [146] socialistmma,remember [135] remember,time [135] time,cenk [135] cenk,uygur [135] uygur,kyle [135] kyle,kulinski [135] kulinski,legit Top Word Pairs in Tweet in G8:
[202] senate,democrats [201] sen,warren [201] warren,senate [201] democrats,win [201] win,georgia [201] georgia,again [201] again,win [201] win,states [201] states,again [201] again,answer Top Word Pairs in Tweet in G9:
[147] sherrod,brown [144] better,fighter [144] fighter,leader [144] leader,senate [144] senate,schumer [144] schumer,replaced [144] replaced,picks [144] picks,sherrod [144] brown,amy [144] amy,klobuchar Top Word Pairs in Tweet in G10:
[173] elizabeth,warren [84] jasonoverstreet,know [84] kamala,harris [83] know,praising [83] praising,elizabeth [83] warren,insulting [83] insulting,hillary [83] hillary,clinton [83] clinton,kamala [83] harris,anyone Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: