The graph represents a network of 5,803 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 Wednesday, 17 July 2019 at 02:38 UTC.
The requested start date was Tuesday, 16 July 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, 2-hour, 19-minute period from Sunday, 14 July 2019 at 19:33 UTC to Monday, 15 July 2019 at 21:53 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 : 5803
Unique Edges : 11212
Edges With Duplicates : 3111
Total Edges : 14323
Number of Edge Types : 3
Mentions : 12880
Replies to : 847
Tweet : 596
Self-Loops : 596
Reciprocated Vertex Pair Ratio : 0.00240487846774886
Reciprocated Edge Ratio : 0.00479821780481535
Connected Components : 433
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 4941
Maximum Edges in a Connected Component : 13475
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.699169
Graph Density : 0.000346639280054778
Modularity : 0.610407
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3169] elizabeth,warren [875] president,elizabeth [662] aoc,ilhanmn [654] ilhanmn,senwarren [654] senwarren,cnn [619] joe,biden [615] bernie,sanders [591] kamala,harris [579] realdonaldtrump,racist [579] leader,need Top Word Pairs in Tweet in G1:
[83] senwarren,commercegov [68] elizabeth,warren [47] senwarren,realdonaldtrump [44] realdonaldtrump,icegov [43] speakerpelosi,senschumer [36] icegov,aclu [34] senwarren,senkamalaharris [30] sensanders,senwarren [29] kamalaharris,senwarren [26] senwarren,joebiden Top Word Pairs in Tweet in G2:
[647] aoc,ilhanmn [647] ilhanmn,senwarren [647] senwarren,cnn [573] realdonaldtrump,racist [573] leader,need [572] hey,aoc [572] cnn,president [572] president,realdonaldtrump [572] racist,leader [571] grahamallen_1,hey Top Word Pairs in Tweet in G3:
[497] elizabeth,warren [332] president,elizabeth [169] look,way [159] donald,trump [128] make,mistake [117] trump,willing [117] willing,look [115] criminal,abuses [113] abuses,toward [113] ewarren,donald Top Word Pairs in Tweet in G4:
[393] elizabeth,warren [129] voter,database [93] campaign,turned [91] fundraising,pledge [90] dnc,voter [89] database,despite [89] despite,fundraising [88] turned,big [88] big,donor [88] donor,pay Top Word Pairs in Tweet in G5:
[409] elizabeth,warren [408] warren,kamala [408] kamala,harris [408] harris,bernie [408] bernie,sanders [408] sanders,joe [408] joe,biden [408] biden,open [408] open,borders [408] borders,want Top Word Pairs in Tweet in G6:
[198] elizabeth,warren [24] bernie,sanders [18] president,elizabeth [14] kamala,harris [11] warren,s [9] joe,biden [9] big,donor [9] dnc,voter [8] s,campaign [8] campaign,turned Top Word Pairs in Tweet in G7:
[175] elizabeth,warren [141] warren,s [141] s,campaign [141] campaign,turned [141] turned,big [141] big,donor [141] donor,pay [141] pay,dnc [141] dnc,voter [141] voter,database Top Word Pairs in Tweet in G8:
[189] elizabeth,warren [126] president,elizabeth [78] words,president [78] out,loud [77] warren,out [77] loud,liked [77] liked,fun [77] fun,fact [77] fact,never [77] never,words Top Word Pairs in Tweet in G9:
[203] elizabeth,warren [89] president,elizabeth [49] investigate,crimes [43] sen,elizabeth [43] warren,first [43] first,day [43] day,empower [43] empower,commission [43] commission,department [43] department,justice Top Word Pairs in Tweet in G10:
[80] prosecute,federal [80] federal,employees [80] employees,abuse [80] abuse,mistreat [80] mistreat,immigrants [79] warren,gets [79] gets,sustained [79] sustained,standing [79] standing,ovation [79] ovation,promising 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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