The graph represents a network of 14,140 Twitter users whose recent tweets contained "Biden Border", 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 Saturday, 25 September 2021 at 21:58 UTC.
The tweets in the network were tweeted over the 10-hour, 21-minute period from Saturday, 25 September 2021 at 10:40 UTC to Saturday, 25 September 2021 at 21:02 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 : 14140
Unique Edges : 19622
Edges With Duplicates : 2648
Total Edges : 22270
Number of Edge Types : 5
Tweet : 2563
Retweet : 14678
MentionsInRetweet : 2174
Replies to : 1240
Mentions : 1615
Self-Loops : 2674
Reciprocated Vertex Pair Ratio : 0.00278730703259005
Reciprocated Edge Ratio : 0.00555911909343596
Connected Components : 1558
Single-Vertex Connected Components : 1080
Maximum Vertices in a Connected Component : 11423
Maximum Edges in a Connected Component : 19177
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.685737
Graph Density : 9.35748753560452E-05
Modularity : 0.695165
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,140 Twitter users whose recent tweets contained "Biden Border", 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 Saturday, 25 September 2021 at 21:58 UTC.
The tweets in the network were tweeted over the 10-hour, 21-minute period from Saturday, 25 September 2021 at 10:40 UTC to Saturday, 25 September 2021 at 21:02 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Biden Border
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:
[6760] border,patrol [2516] joe,biden [2219] border,crisis [1944] southern,border [1934] patrol,agents [1770] president,biden [1430] russian,disinformation [1428] laptop,russian [1426] hunter,biden [1418] border,secure Top Word Pairs in Tweet in G1:
[552] border,patrol [164] patrol,agents [128] border,crisis [106] biden,administration [92] biden,border [88] joe,biden [77] started,war [69] southern,border [64] border,agents [61] patrol,outraged Top Word Pairs in Tweet in G2:
[906] russian,collusion [906] border,secure [905] collusion,hunter [905] laptop,russian [905] russian,disinformation [905] disinformation,border [902] hunter,biden [900] left,promised [900] promised,russian [900] biden,laptop Top Word Pairs in Tweet in G3:
[228] border,patrol [104] joe,biden [101] southern,border [93] patrol,agents [71] president,biden [67] border,crisis [57] biden,harris [53] biden,administration [50] open,borders [44] biden,border Top Word Pairs in Tweet in G4:
[485] border,patrol [223] joe,biden [205] border,crisis [185] patrol,agents [156] biden,administration [132] biden,president [128] aiding,abetting [127] head,national [127] national,border [127] patrol,council Top Word Pairs in Tweet in G5:
[634] border,patrol [604] joe,biden [581] biden,declared [581] declared,war [581] war,border [581] patrol,same [581] same,month [581] month,surrendered [581] surrendered,taliban [43] left,promised Top Word Pairs in Tweet in G6:
[626] border,patrol [323] patrol,outraged [322] outraged,biden's [322] biden's,condemnation [322] condemnation,debunked [322] debunked,'whipping' [322] 'whipping',allegation [322] allegation,'he [322] 'he,started [322] started,war' Top Word Pairs in Tweet in G7:
[305] presidents,long [305] long,resisted [305] resisted,pressure [305] pressure,comment [305] comment,pending [305] pending,cases [305] cases,investigations [305] investigations,avoid [305] avoid,charges [305] charges,undue Top Word Pairs in Tweet in G8:
[350] president,biden [337] border,agents [326] agents,falsely [326] falsely,accused [325] biden,lied [325] lied,federal [325] federal,border [325] accused,human [325] human,rights [325] rights,abuses Top Word Pairs in Tweet in G9:
[294] southern,border [277] border,patrol [182] biden,never [180] seeing,ton [180] ton,people [180] people,look [180] look,really [180] really,amazing [180] amazing,biden [180] never,actually Top Word Pairs in Tweet in G10:
[268] border,patrol [157] biden,goes [154] agents,over [154] over,false [153] patrol,stunned [153] stunned,biden [153] goes,war [153] war,agents [153] false,'whipping' [153] 'whipping',allegations Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: