The graph represents a network of 4,822 Twitter users whose recent tweets contained "ewarren", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 15:34 UTC.
The tweets in the network were tweeted over the 1520-day, 22-hour, 51-minute period from Sunday, 06 January 2019 at 02:08 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4822
Unique Edges : 3942
Edges With Duplicates : 14344
Total Edges : 18286
Number of Edge Types : 9
Retweet : 1042
MentionsInRetweet : 2623
Quote : 253
Replies to : 3783
MentionsInReplyTo : 9062
Tweet : 102
MentionsInQuoteReply : 166
MentionsInQuote : 449
Mentions : 806
Self-Loops : 265
Reciprocated Vertex Pair Ratio : 0.0137594318686196
Reciprocated Edge Ratio : 0.0271453590192644
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 4813
Maximum Edges in a Connected Component : 18279
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.526909
Graph Density : 0.00039299927878438
Modularity : 0.367854
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,822 Twitter users whose recent tweets contained "ewarren", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 15:34 UTC.
The tweets in the network were tweeted over the 1520-day, 22-hour, 51-minute period from Sunday, 06 January 2019 at 02:08 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[326] million,people [325] losses,over [325] monday,march [325] march,00pm [325] starts,#covidmemorialday [325] #covidmemorialday,monday [325] over,million [325] people,starts [325] mourn,losses [324] 00pm,joi Top Word Pairs in Tweet in G1:
[133] student,debt [93] ewarren,trump [89] student,loans [71] ewarren,shameful [68] middle,class [68] cancel,student [67] pay,back [64] student,loan [60] pay,debt [60] working,class Top Word Pairs in Tweet in G2:
[119] lbjfkploitics,ewarren [113] sherrellcollin9,ewarren [68] u_nonnie,ewarren [53] potus,ewarren [52] student,loans [52] legal,authority [52] thesbpc,potus [50] ewarren,potus [45] student,debt [45] punch493,ewarren Top Word Pairs in Tweet in G3:
[323] losses,over [323] million,people [323] mourn,losses [323] starts,#covidmemorialday [323] monday,march [323] people,starts [323] over,million [323] march,00pm [323] #covidmemorialday,monday [322] kdurquiza,mourn Top Word Pairs in Tweet in G4:
[114] ewarren,senwarren [93] hasn,explained [93] #massachusetts,ok [93] senwarren,hasn [93] people,#massachusetts [93] emails,people [93] explained,emails [93] ok,corrupted [91] ken_xrp,day [54] day,34 Top Word Pairs in Tweet in G5:
[9] potus,flotus [8] vp,potus [7] coribush,jamaalbowmanny [7] secondgentleman,aoc [7] reprashida,govpritzker [7] speakermccarthy,staceyabrams [7] unfoundation,un_women [7] firstdallas,joelosteen [7] aoc,vp [7] sensanders,coribush Top Word Pairs in Tweet in G6:
[117] rokhanna,ewarren [87] aoc,coribush [87] ewarren,pramilajayapal [83] callforcongress,rokhanna [72] rashidatlaib,ilhanmn [72] coribush,rashidatlaib [71] pramilajayapal,aoc [71] ilhanmn,sensanders [37] sensanders,ewarren [27] berniesanders,sensanders Top Word Pairs in Tweet in G7:
[48] ewarren,sensanders [44] jakesullivan46,depsecdef [44] sensanders,corybooker [33] secyellen,ewarren [33] petebuttigieg,secyellen [28] lindat_g,petebuttigieg [26] depsecdef,statedeptspox [26] statedeptspox,lindat_g [26] amyklobuchar,betoorourke [26] staceyabrams,amyklobuchar Top Word Pairs in Tweet in G8:
[5] scotus,again [5] overturned,scotus [5] sweating,putrid [5] someone,sweating [5] putrid,legacy [5] legacy,overturned [4] housegop,senategop [4] tonymoonbeam,someone [3] going,need [2] senategop,potus Top Word Pairs in Tweet in G9:
[48] repaoc,ewarren [48] ewarren,govkathyhochul [48] govkathyhochul,gavinnewsom [38] mr,wonderful [38] truth,repaoc [37] jobs,thousands [37] kill,jobs [37] wonderful,tells [37] tells,truth [37] gavinnewsom,kill Top Word Pairs in Tweet in G10:
[37] higher,education [37] education,act [36] potus,seccardona [35] using,higher [34] seccardona,#cancelallstudentdebtnow [34] #cancelstudentdebt,joebiden [34] joebiden,potus [34] #cancelallstudentdebtnow,using [26] saving,retirement [26] starting,family Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: