The graph represents a network of 4,845 Twitter users whose tweets in the requested range contained "Bernie Sanders", 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 07:17 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, 6-minute period from Sunday, 14 July 2019 at 18:15 UTC to Monday, 15 July 2019 at 20:22 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 : 4845
Unique Edges : 6217
Edges With Duplicates : 1199
Total Edges : 7416
Number of Edge Types : 3
Tweet : 845
Replies to : 545
Mentions : 6026
Self-Loops : 845
Reciprocated Vertex Pair Ratio : 0.0058440474202705
Reciprocated Edge Ratio : 0.0116201859229748
Connected Components : 567
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 3045
Maximum Edges in a Connected Component : 5581
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.813601
Graph Density : 0.000256677054758624
Modularity : 0.697819
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3397] bernie,sanders [780] shut,fuck [780] fuck,up [778] up,voted [756] joe,biden [751] elizabeth,warren [552] kamala,harris [510] sanders,joe [499] harris,bernie [498] warren,kamala Top Word Pairs in Tweet in G1:
[732] bernie,sanders [283] hahnemann,hospital [193] hospital,philadelphia [145] real,estate [145] estate,opportunity [144] being,converted [144] converted,real [144] opportunity,order [144] order,make [144] make,wealthy Top Word Pairs in Tweet in G2:
[774] shut,fuck [774] fuck,up [772] up,voted [437] hillary,clinton [386] vote,hillary [386] clinton,shut [386] voted,johnson [386] johnson,stein [386] stein,shut [385] mrweeks1982,vote Top Word Pairs in Tweet in G3:
[486] bernie,sanders [483] elizabeth,warren [483] warren,kamala [483] kamala,harris [483] harris,bernie [483] sanders,joe [483] joe,biden [483] biden,open [483] open,borders [483] borders,want Top Word Pairs in Tweet in G4:
[244] bernie,sanders [30] elizabeth,warren [26] joe,biden [15] ocasio,cortez [14] alexandria,ocasio [14] nancy,pelosi [12] sanders,elizabeth [10] biden,bernie [10] donald,trump [10] kamala,harris Top Word Pairs in Tweet in G5:
[316] bernie,sanders [84] candidate,bernie [78] presidential,candidate [71] meetthepress,exclusive [71] exclusive,presidential [57] sanders,responds [57] responds,criticism [57] criticism,2020 [57] 2020,campaign [57] campaign,sounds Top Word Pairs in Tweet in G6:
[137] bernie,sanders [26] hahnemann,hospital [22] hahnemann,university [18] presidential,candidate [18] candidate,bernie [18] university,hospital [15] pending,closure [14] democratic,presidential [11] sanders,calls [11] calls,hahnemann Top Word Pairs in Tweet in G7:
[212] bernie,sanders [116] president,bernie [115] hey,s [115] s,president [115] sanders,trending [115] trending,tweet [115] tweet,#presidentberniesanders [115] #presidentberniesanders,retweet [115] retweet,reply [114] adammanross,hey Top Word Pairs in Tweet in G8:
[51] bernie,sanders [44] joe,biden [42] realdonaldtrump,nytimes [42] nytimes,washingtonpost [41] washingtonpost,poll [41] poll,trump [41] trump,complaining [41] complaining,joe [41] biden,leads [41] leads,trump Top Word Pairs in Tweet in G9:
[87] bernie,sanders [17] hahnemann,hospital [12] bernie,sanders' [11] sanders,gets [11] candidates,s [10] nancy,pelosi [10] journalists,cover [10] cover,sanders [10] gets,less [10] less,attention Top Word Pairs in Tweet in G10:
[56] bernie,sanders [27] roy,moore [17] dear,fshakir [17] fshakir,find [17] find,bernie [17] bernie,annoying [17] annoying,discount [17] discount,seriousness [17] seriousness,wish [17] wish,supporters 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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