The graph represents a network of 17,922 Twitter users whose recent tweets contained "biden", 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, 04 May 2022 at 23:19 UTC.
The tweets in the network were tweeted over the 45-minute period from Wednesday, 04 May 2022 at 21:37 UTC to Wednesday, 04 May 2022 at 22:23 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 Wakita-Tsurumi cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Vertices : 17922
Unique Edges : 22643
Edges With Duplicates : 3772
Total Edges : 26415
Number of Edge Types : 5
Retweet : 14058
Replies to : 2614
MentionsInRetweet : 2362
Mentions : 4207
Tweet : 3174
Self-Loops : 3276
Reciprocated Vertex Pair Ratio : 0.00531666822124802
Reciprocated Edge Ratio : 0.0105771015030618
Connected Components : 2341
Single-Vertex Connected Components : 1085
Maximum Vertices in a Connected Component : 12693
Maximum Edges in a Connected Component : 21000
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.804382
Graph Density : 6.71149795360026E-05
Modularity : 0.762439
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275805
Data Import : The graph represents a network of 17,922 Twitter users whose recent tweets contained "biden", 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, 04 May 2022 at 23:19 UTC.
The tweets in the network were tweeted over the 45-minute period from Wednesday, 04 May 2022 at 21:37 UTC to Wednesday, 04 May 2022 at 22:23 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
Groups : The graph's vertices were grouped by cluster using the Wakita-Tsurumi cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3505] joe,biden [2429] president,biden [1381] extreme,political [1358] american,history [1298] maga,crowd [1272] political,organization [1266] ultra,maga [1200] crowd,extreme [1053] maga,agenda [999] existed,american Top Word Pairs in Tweet in G1:
[185] joe,biden [59] president,biden [44] hunter,biden [36] #stockmarket,#stockmarketindia [35] like,bullish [34] month,#stockmarket [33] child,god [30] white,house [29] biden,administration [28] devout,catholic Top Word Pairs in Tweet in G2:
[294] joe,biden [230] potus,joe [227] better,america [227] building,better [226] america,potus [226] biden,#bluewave2022 [165] president,biden [76] ultra,maga [64] white,house [62] maga,agenda Top Word Pairs in Tweet in G3:
[783] ultra,maga [775] maga,agenda [577] president,biden [356] hear,republicans [356] republicans,talk [356] talk,deficits [356] deficits,ultra [348] 350,billion [340] federal,deficit [339] biden,reduced Top Word Pairs in Tweet in G4:
[410] joe,biden [363] maga,crowd [363] crowd,extreme [358] american,history [357] extreme,political [357] political,organization [355] organization,existed [355] existed,american [335] biden,maga [334] history,night Top Word Pairs in Tweet in G5:
[122] biden,administration [105] administration,combat [105] combat,misinformation [105] misinformation,god [105] god,green [105] green,earth [105] earth,choose [105] choose,human [105] human,geyser [105] geyser,misinformation Top Word Pairs in Tweet in G6:
[381] 350,billion [380] office,reduced [380] reduced,deficit [380] deficit,350 [380] billion,biden [380] biden,win [69] seditious,texts [44] president,biden's [43] wondering,level [43] level,maturity Top Word Pairs in Tweet in G7:
[228] american,history [226] president,biden [212] extreme,political [204] maga,crowd [200] crowd,extreme [200] political,organization [196] existed,american [186] organization,existed [109] biden,leaning [108] leaning,argument Top Word Pairs in Tweet in G8:
[230] biden,line [230] line,deficit [230] deficit,predecessor [230] predecessor,pandemic [230] pandemic,pandemic [230] pandemic,down [230] down,ve [230] ve,period [51] president,biden [30] maga,agenda Top Word Pairs in Tweet in G9:
[278] kevin,mccarthy [261] 25th,amendment [260] breaking,leaked [260] leaked,tapes [260] tapes,kevin [260] mccarthy,discusses [260] discusses,trump's [260] trump's,removal [260] removal,25th [260] amendment,worries Top Word Pairs in Tweet in G10:
[185] joe,biden [149] president,biden [149] white,house [129] gas,prices [121] biden,galloping [121] galloping,inflation [121] inflation,skyrocketing [121] skyrocketing,gas [120] putting,socialists [120] socialists,charge 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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