The graph represents a network of 5,440 Twitter users whose tweets in the requested range contained "SenWarren OR "Elizabeth Warren" OR elizabethforma", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 23 April 2019 at 02:38 UTC.
The requested start date was Tuesday, 23 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 14-minute period from Sunday, 21 April 2019 at 20:47 UTC to Monday, 22 April 2019 at 22:02 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 : 5440
Unique Edges : 6831
Edges With Duplicates : 1402
Total Edges : 8233
Number of Edge Types : 3
Mentions : 6893
Tweet : 693
Replies to : 647
Self-Loops : 693
Reciprocated Vertex Pair Ratio : 0.00598623166716552
Reciprocated Edge Ratio : 0.0119012198750372
Connected Components : 531
Single-Vertex Connected Components : 250
Maximum Vertices in a Connected Component : 4380
Maximum Edges in a Connected Component : 7180
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.179626
Graph Density : 0.000227185468782107
Modularity : 0.723735
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3273] elizabeth,warren [638] student,debt [623] warren,s [616] student,loan [480] loan,debt [373] elizabeth,warren's [353] 000,000 [308] s,ideological [306] great,profile [306] profile,elizabeth Top Word Pairs in Tweet in G1:
[115] senwarren,repadamschiff [96] mueller,report [94] repadamschiff,read [93] republicans,congress [93] congress,wont [93] wont,read [93] read,mueller [93] report,think [93] think,senwarren [92] goss30goss,republicans Top Word Pairs in Tweet in G2:
[127] student,loan [126] loan,debt [106] elizabeth,warren [97] new,morning [97] morning,ewarren [97] ewarren,calls [97] calls,cancellation [97] cancellation,50 [97] 50,000 [97] 000,student Top Word Pairs in Tweet in G3:
[34] elizabeth,warren [14] senwarren,sensanders [10] speakerpelosi,senschumer [9] bernie,sanders [9] sensanders,senwarren [9] speakerpelosi,senwarren [9] repadamschiff,repmaxinewaters [8] senatedems,housedemocrats [8] davidsirota,berniesanders [8] aoc,speakerpelosi Top Word Pairs in Tweet in G4:
[299] elizabeth,warren [278] great,profile [278] profile,elizabeth [278] warren,s [278] s,ideological [278] ideological,journey [278] journey,one [278] one,things [278] things,makes [278] makes,warren Top Word Pairs in Tweet in G5:
[203] elizabeth,warren [29] student,debt [28] student,loan [25] loan,debt [16] warren,s [11] college,debt [10] sen,elizabeth [10] plan,cancel [8] elizabeth,warren's [8] warren,proposes Top Word Pairs in Tweet in G6:
[342] 000,000 [191] elizabeth,warren [171] warren,spend [171] spend,640 [171] 640,000 [171] 000,00 [171] 00,student [171] student,debt [171] debt,relief [171] relief,same Top Word Pairs in Tweet in G7:
[165] elizabeth,warren [55] pundit,democrats [55] democrats,call [55] call,impeachment [55] impeachment,pundit [55] pundit,dems [55] dems,offer [55] offer,policy [55] policy,vision [55] vision,elizabeth Top Word Pairs in Tweet in G8:
[122] elizabeth,warren [47] bernie,sanders [46] warren,running [46] running,pretty [46] pretty,substantially [46] substantially,left [46] left,bernie [46] sanders,seems [46] seems,changed [46] changed,nobody Top Word Pairs in Tweet in G9:
[93] elizabeth,warren's [79] warren's,consistent [79] consistent,attention [79] attention,racial [79] racial,disparities [79] disparities,truckful [79] truckful,policy [79] policy,proposals [79] proposals,fix [78] politico,elizabeth Top Word Pairs in Tweet in G10:
[86] elizabeth,warren [59] understand,elizabeth [59] warren,6th [59] 6th,polls [59] polls,know [59] know,many [59] many,great [59] great,candidates [59] candidates,feel [58] sianoresist,understand 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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