The graph represents a network of 15,879 Twitter users whose recent tweets contained "Biden's America", 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 Wednesday, 22 September 2021 at 16:06 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 27-minute period from Tuesday, 21 September 2021 at 14:43 UTC to Wednesday, 22 September 2021 at 15:10 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 : 15879
Unique Edges : 19674
Edges With Duplicates : 1221
Total Edges : 20895
Number of Edge Types : 5
Retweet : 15379
Tweet : 1729
Mentions : 1309
Replies to : 1217
MentionsInRetweet : 1261
Self-Loops : 1811
Reciprocated Vertex Pair Ratio : 0.00257635124255273
Reciprocated Edge Ratio : 0.00513946142727127
Connected Components : 1483
Single-Vertex Connected Components : 838
Maximum Vertices in a Connected Component : 12788
Maximum Edges in a Connected Component : 17647
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.359485
Graph Density : 7.40857489773339E-05
Modularity : 0.800436
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 15,879 Twitter users whose recent tweets contained "Biden's America", 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 Wednesday, 22 September 2021 at 16:06 UTC.
The tweets in the network were tweeted over the 1-day, 0-hour, 27-minute period from Tuesday, 21 September 2021 at 14:43 UTC to Wednesday, 22 September 2021 at 15:10 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 : Biden's America
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:
[4082] biden,america [3173] joe,biden [2866] biden's,america [2202] trump,america [1814] america,back [1806] joe,biden's [1792] southern,border [1635] trump's,america [1589] covid,19 [1474] back,better Top Word Pairs in Tweet in G1:
[1765] trump,america [1764] biden,america [1265] biden's,america [958] trump's,america [647] joe,biden [575] better,trump [503] bet,biden [497] biden,presidency [497] america,better [496] end,joe Top Word Pairs in Tweet in G2:
[978] southern,border [965] biden,regime [965] regime,extended [965] extended,america [965] america,border [965] border,closure [965] closure,canada [965] canada,prevent [965] prevent,spread [965] spread,covid Top Word Pairs in Tweet in G3:
[742] america,back [731] building,back [731] back,better [379] joe,biden [365] biden,loves [365] loves,america [365] back,re [365] re,building [365] better,means [365] means,turned Top Word Pairs in Tweet in G4:
[127] joe,biden [118] biden,america [118] biden's,america [57] trump's,america [53] biden's,speech [39] speech,another [39] another,chapter [37] joe,biden's [36] chapter,'relentless [36] 'relentless,surrender' Top Word Pairs in Tweet in G5:
[425] preview,america [425] america,look [425] look,biden [425] biden,open [425] open,door [425] door,policies [425] policies,carried [425] carried,logical [425] logical,conclusion [425] conclusion,#bordercrisis Top Word Pairs in Tweet in G6:
[622] america,back [567] biden,america [566] afghan,withdrawal [558] back,truth [558] truth,doing [558] doing,serious [558] serious,damage [558] damage,national [558] national,security [558] security,america Top Word Pairs in Tweet in G7:
[363] fox,news [363] news,hear [363] hear,biden's [363] biden's,infrastructure [363] infrastructure,plan [363] plan,raise [363] raise,taxes [363] taxes,anyone [363] anyone,making [363] making,under Top Word Pairs in Tweet in G8:
[524] human,rights [421] joe,biden [294] china,russia [263] including,china [262] biden,announced [262] announced,rejoin [262] rejoin,human [262] rights,council [262] council,left [262] left,council Top Word Pairs in Tweet in G9:
[273] biden's,america [233] trump's,america [221] trump,america [218] biden,america [200] border,invasion [200] embarrassment,world [200] world,stage [197] america,clean [197] clean,honest [197] honest,wealthy Top Word Pairs in Tweet in G10:
[110] biden,harris [108] 15,000 [108] america,biden [107] border,crisis [107] crisis,border [107] crisis,america [106] political,issue [106] issue,tx [106] tx,democrats [106] democrats,pleading 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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Top Tweeters in G10: