The graph represents a network of 16,085 Twitter users whose recent tweets contained "Beshear", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 November 2019 at 03:27 UTC.
The tweets in the network were tweeted over the 6-day, 9-hour, 47-minute period from Thursday, 07 November 2019 at 17:06 UTC to Thursday, 14 November 2019 at 02:53 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 : 16085
Unique Edges : 26723
Edges With Duplicates : 2757
Total Edges : 29480
Self-Loops : 2126
Reciprocated Vertex Pair Ratio : 0.006018784742189
Reciprocated Edge Ratio : 0.0119655514061428
Connected Components : 1227
Single-Vertex Connected Components : 792
Maximum Vertices in a Connected Component : 13985
Maximum Edges in a Connected Component : 27174
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.885459
Graph Density : 0.000101433591147254
Modularity : 0.730622
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 16,085 Twitter users whose recent tweets contained "Beshear", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 November 2019 at 03:27 UTC.
The tweets in the network were tweeted over the 6-day, 9-hour, 47-minute period from Thursday, 07 November 2019 at 17:06 UTC to Thursday, 14 November 2019 at 02:53 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Beshear
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[6547] andy,beshear [4432] matt,bevin [4129] kentucky,election [3370] 175,000 [2749] weeks,before [2748] registration,rolls [2657] put,back [2652] voters,put [2648] voters,reinstated [2642] back,registration Top Word Pairs in Tweet in G1:
[1262] 560,votes [1083] matt,bevin [1034] andy,beshear [969] gov,matt [797] kentucky,gov [797] elect,andy [795] governor,elect [751] man,up [750] sore,loser [750] secretary,state Top Word Pairs in Tweet in G2:
[2480] kentucky,election [1438] andy,beshear [1300] 175,000 [1259] weeks,before [1259] registration,rolls [1257] election,175 [1257] voters,put [1257] put,back [1257] back,registration [1254] inactive,voters Top Word Pairs in Tweet in G3:
[433] andy,beshear [310] matt,bevin [176] beshear,won [130] think,gotten [130] gotten,more [130] more,calls [130] calls,emails [130] emails,people [130] people,telling [130] telling,disagree Top Word Pairs in Tweet in G4:
[1077] andy,beshear [1059] 175,000 [1057] weeks,before [1057] registration,rolls [1051] 000,purged [1001] kentucky,election [958] election,175 [958] voters,put [958] put,back [958] back,registration Top Word Pairs in Tweet in G5:
[668] matt,bevin [386] kentucky,s [343] senate,president [339] bevin,steal [335] steal,race [332] republican,senate [332] president,hinted [332] willing,try [332] try,help [332] help,matt Top Word Pairs in Tweet in G6:
[291] legislature,decide [282] voters,spoken [282] spoken,legislature [282] decide,kentucky [282] kentucky,gubernatorial [282] gubernatorial,race [282] race,s [282] s,another [282] another,way [282] way,cheating Top Word Pairs in Tweet in G7:
[181] 175,000 [173] andy,beshear [170] kentucky,election [167] election,fraud [167] weeks,before [167] put,back [166] registration,rolls [163] voters,put [163] inactive,voters [163] voters,reinstated Top Word Pairs in Tweet in G8:
[216] andy,beshear [211] matt,bevin [129] kentucky,governor [63] governor's,race [63] bevin,steal [63] gov,matt [63] kentucky,gov [58] gov,elect [55] elect,andy [54] kentucky,governor's Top Word Pairs in Tweet in G9:
[342] lock,up [341] up,music [341] music,ears [341] ears,words [341] words,re [341] re,smart [341] smart,squirrel [341] squirrel,ll [341] ll,heartened [341] heartened,know Top Word Pairs in Tweet in G10:
[463] matt,bevin [414] unseated,incumbent [411] state,legislature [410] last,week [410] democrats,flipped [410] flipped,both [410] both,chambers [410] chambers,state [410] legislature,democrat [410] democrat,andrew Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: