The graph represents a network of 6,663 Twitter users whose tweets in the requested range contained "ewarren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 December 2021 at 15:35 UTC.
The requested start date was Tuesday, 07 December 2021 at 01:01 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 4-day, 2-hour, 12-minute period from Thursday, 02 December 2021 at 20:37 UTC to Monday, 06 December 2021 at 22:49 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 : 6663
Unique Edges : 11150
Edges With Duplicates : 20656
Total Edges : 31806
Number of Edge Types : 5
Replies to : 4718
Mentions : 16793
MentionsInRetweet : 7711
Retweet : 2147
Tweet : 437
Self-Loops : 562
Reciprocated Vertex Pair Ratio : 0.0209400614754098
Reciprocated Edge Ratio : 0.0410211378034247
Connected Components : 359
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 6231
Maximum Edges in a Connected Component : 31295
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.948006
Graph Density : 0.000359166319620493
Modularity : 0.366648
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,663 Twitter users whose tweets in the requested range contained "ewarren", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 December 2021 at 15:35 UTC.
The requested start date was Tuesday, 07 December 2021 at 01:01 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 4-day, 2-hour, 12-minute period from Thursday, 02 December 2021 at 20:37 UTC to Monday, 06 December 2021 at 22:49 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 : ewarren
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:
[342] ewarren,garygensler [338] joebiden,ewarren [320] cgasparino,joebiden [297] ewarren,sensanders [264] senschumer,amyklobuchar [262] johnedeaton1,cgasparino [261] amyklobuchar,senatordurbin [261] senatordurbin,ewarren [258] sensanders,sherrodbrown [235] sherrodbrown,senalexpadilla Top Word Pairs in Tweet in G1:
[106] kayphilly81,ewarren [99] gogui0322,ewarren [64] thanks,ewarren [62] ewarren,made [59] day,wait [58] made,day [58] wait,join [58] join,change [58] change,game [58] game,senate Top Word Pairs in Tweet in G2:
[282] ewarren,sensanders [264] senschumer,amyklobuchar [261] amyklobuchar,senatordurbin [260] senatordurbin,ewarren [258] sensanders,sherrodbrown [235] sherrodbrown,senalexpadilla [155] senalexpadilla,chrisvanhollen [123] potus,vp [106] biden,schumer [106] check,before Top Word Pairs in Tweet in G3:
[340] ewarren,garygensler [332] joebiden,ewarren [320] cgasparino,joebiden [262] johnedeaton1,cgasparino [144] far,left [140] fascinating,much [140] much,joebiden [140] joebiden,economic [140] economic,policy [140] policy,being Top Word Pairs in Tweet in G4:
[52] potus,vp [47] amazonnews,davehclark [47] davehclark,perkinscoiellp [47] perkinscoiellp,jeffbezos [47] jeffbezos,mackenziescott [47] mackenziescott,agowa [47] agowa,newyorkstateag [47] newyorkstateag,barackobama [47] barackobama,michelleobama [47] michelleobama,twitter Top Word Pairs in Tweet in G5:
[5] more,taxes [5] elizabeth,warren [4] fair,share [4] pay,more [4] tax,code [4] little,more [4] cash,lying [4] lying,around [4] thank,senator [4] senator,warren Top Word Pairs in Tweet in G6:
[84] tax,billionaires [84] billionaires,100 [84] 100,net [84] net,worth [84] worth,fund [84] fund,government [84] government,checks [84] checks,notes [84] notes,months [83] buenoformiami,tax Top Word Pairs in Tweet in G7:
[10] edmarkey,ewarren [8] ewarren,edmarkey [7] foundationbaa,thanks [5] thanks,ewarren [5] ewarren,supporting [5] supporting,bostonartsacad [5] bostonartsacad,#buildbackbetter [5] ewarren,senmarkey [4] thanks,secgranholm [4] secgranholm,edmarkey Top Word Pairs in Tweet in G8:
[85] imajorwish,ewarren [28] opinion,ewarren [27] nobody,asked [25] asked,opinion [25] ewarren,president [25] president,right [24] imajorwish,nobody [21] robert_kroupa,imajorwish [10] tstanleyatl,robert_kroupa [9] coldplanetordie,robert_kroupa Top Word Pairs in Tweet in G9:
[186] aoc,ewarren [143] ericlo,urocklive1 [143] urocklive1,aoc [138] sherri26240524,ericlo [97] peters2marilynj,sherri26240524 [45] deenatwowalkers,peters2marilynj [42] ericlo,aoc [41] ewarren,powerful [41] powerful,men [41] men,quiet Top Word Pairs in Tweet in G10:
[29] trump,impeachable [29] impeachable,offenses [29] offenses,thread [29] thread,#1 [29] #1,trump [29] trump,welcomed [29] welcomed,aided [29] aided,abetted [29] abetted,russia [29] russia,attack Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G6:
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Top Tweeters in G10: