The graph represents a network of 8,296 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 Friday, 07 August 2020 at 16:41 UTC.
The requested start date was Friday, 07 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 13-minute period from Tuesday, 04 August 2020 at 14:13 UTC to Thursday, 06 August 2020 at 17:27 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 : 8296
Unique Edges : 4135
Edges With Duplicates : 11850
Total Edges : 15985
Number of Edge Types : 5
Retweet : 5613
MentionsInRetweet : 6791
Mentions : 1530
Replies to : 1109
Tweet : 942
Self-Loops : 973
Reciprocated Vertex Pair Ratio : 0.00584150777030751
Reciprocated Edge Ratio : 0.0116151654613193
Connected Components : 1070
Single-Vertex Connected Components : 448
Maximum Vertices in a Connected Component : 5606
Maximum Edges in a Connected Component : 12662
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.011702
Graph Density : 0.000132615818686885
Modularity : 0.534451
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,296 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 Friday, 07 August 2020 at 16:41 UTC.
The requested start date was Friday, 07 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 3-hour, 13-minute period from Tuesday, 04 August 2020 at 14:13 UTC to Thursday, 06 August 2020 at 17:27 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Bernie Sanders
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:
[5182] bernie,sanders [1093] people,spent [1091] uniquely,bad [1091] bad,race [1091] race,gender [1090] saying,bernie [1089] those,people [1089] spent,years [1089] years,saying [1089] sanders,somehow Top Word Pairs in Tweet in G1:
[1005] bernie,sanders [970] those,people [970] people,spent [970] spent,years [970] years,saying [970] saying,bernie [970] sanders,somehow [970] somehow,uniquely [970] uniquely,bad [970] bad,race Top Word Pairs in Tweet in G2:
[411] bernie,sanders [314] high,quality [295] making,sure [294] sure,american [294] american,high [294] quality,mask [294] mask,wears [294] wears,important [294] important,step [294] step,forward Top Word Pairs in Tweet in G3:
[563] cori,bush [555] sentence,tells [555] tells,lot [555] lot,everyone [555] everyone,named [555] named,cori [555] bush,blm [555] blm,activist [555] activist,nurse [555] nurse,knocked Top Word Pairs in Tweet in G4:
[428] bernie,sanders [25] joe,biden [15] associated,bernie [13] sources,associated [12] sen,bernie [12] elizabeth,warren [11] rid,trump [11] pro,bernie [10] trump,pro [10] bernie,group Top Word Pairs in Tweet in G5:
[142] bernie,sanders [131] scoop,obtained [131] obtained,first [131] first,comment [131] comment,clay [131] clay,family [131] family,longtime [131] longtime,dynasty [131] dynasty,defeated [131] defeated,last Top Word Pairs in Tweet in G6:
[114] bernie,sanders [35] joe,biden [32] kamala,harris [32] harris,bernie [32] sanders,boston [32] boston,marathon [32] marathon,bomber [32] bomber,dzhokhar [32] dzhokhar,tsarnaev [32] tsarnaev,terrorist Top Word Pairs in Tweet in G7:
[183] high,quality [160] americans,including [160] including,58 [160] 58,republicans [160] republicans,support [160] support,requiring [160] requiring,mask [160] mask,wearing [160] wearing,make [160] make,high Top Word Pairs in Tweet in G8:
[227] bernie,sanders [54] words,describe [54] describe,much [54] much,still [54] still,despise [54] despise,bernie [53] yessirjames,words [26] femalep,bernie [25] lot,people [25] people,need Top Word Pairs in Tweet in G9:
[238] bernie,sanders [155] politvidchannel,bernie [153] sanders,introducing [153] introducing,legislation [153] legislation,tax [153] tax,wealth [153] wealth,gains [153] gains,billionaires [153] billionaires,made [153] made,during Top Word Pairs in Tweet in G10:
[187] bernie,sanders [77] sources,associated [77] associated,bernie [73] krystalball,sources [36] damn,bernie [35] drdooleymd,damn [24] social,security [24] security,number [24] number,leaks [19] civil,rights Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: