The graph represents a network of 5,759 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, 19 June 2019 at 02:39 UTC.
The requested start date was Tuesday, 18 June 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 3-day, 0-hour, 57-minute period from Friday, 14 June 2019 at 21:04 UTC to Monday, 17 June 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 : 5759
Unique Edges : 7578
Edges With Duplicates : 1931
Total Edges : 9509
Number of Edge Types : 3
Replies to : 621
Mentions : 8079
Tweet : 809
Self-Loops : 809
Reciprocated Vertex Pair Ratio : 0.00728959575878065
Reciprocated Edge Ratio : 0.0144736842105263
Connected Components : 613
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 4554
Maximum Edges in a Connected Component : 8324
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.043699
Graph Density : 0.000229189571802107
Modularity : 0.719822
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3263] elizabeth,warren [391] bernie,sanders [238] joe,biden [226] completely,serious [222] warren,completely [207] isn,t [187] warren,s [170] kylegriffin1,elizabeth [159] cory,booker [133] reason,elizabeth Top Word Pairs in Tweet in G1:
[96] isn,t [95] senwarren,government [94] powerful,corporations [94] government,here [93] more,powerful [92] government,isn [92] t,here [92] here,help [92] help,powerful [92] corporations,even Top Word Pairs in Tweet in G2:
[392] elizabeth,warren [258] bernie,sanders [110] plan,everything [101] registered,republican [100] warren,registered [94] sanders,plan [94] everything,elizabeth [93] philosophrob,bernie [92] prescription,drugs [75] plans,prescription Top Word Pairs in Tweet in G3:
[202] elizabeth,warren [64] small,business [49] 7,billion [44] new,plan [42] warren,new [42] plan,elected [42] elected,hopes [42] hopes,establish [42] establish,7 [42] billion,small Top Word Pairs in Tweet in G4:
[298] elizabeth,warren [34] completely,serious [31] warren,completely [27] joe,biden [17] warren,s [15] bernie,sanders [14] minority,entrepreneurs [14] student,loan [12] warren,proposes [11] warren,win Top Word Pairs in Tweet in G5:
[216] elizabeth,warren [151] kylegriffin1,elizabeth [103] warren,details [103] details,freddie [103] freddie,mac [103] mac,backing [103] backing,800 [103] 800,mil [103] mil,loan [103] loan,real Top Word Pairs in Tweet in G6:
[195] elizabeth,warren [85] completely,serious [84] warren,completely [73] serious,income [73] income,inequality [73] inequality,corporate [73] corporate,power [73] power,corrupt [73] corrupt,politics [72] proudresister,elizabeth Top Word Pairs in Tweet in G7:
[116] ve,seen [116] seen,lots [116] lots,nervous [116] nervous,democrats [116] democrats,compare [116] compare,warren [116] warren,clinton [116] clinton,clinton [116] clinton,plans [116] plans,look Top Word Pairs in Tweet in G8:
[14] robertandrosie,willis_hubbard_ [13] jameelwsimmons,robertandrosie [13] thank,sticking [13] sticking,up [13] up,transgender [13] transgender,people [13] people,pattymurray [13] pattymurray,sensherrodbrown [13] sensherrodbrown,senwarren [13] senwarren,senatormenendez Top Word Pairs in Tweet in G9:
[135] elizabeth,warren [85] think,s [85] s,fair [85] fair,elizabeth [85] warren,s [85] s,rise [85] rise,polls [85] polls,attributable [85] attributable,unparalleled [85] unparalleled,grit Top Word Pairs in Tweet in G10:
[121] elizabeth,warren [45] m,middle [45] middle,aged [45] aged,suburban [45] suburban,white [45] white,middle [45] middle,class [45] class,woman [45] woman,think [45] think,elizabeth 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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