The graph represents a network of 16,133 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, 01 September 2021 at 21:57 UTC.
The tweets in the network were tweeted over the 18-minute period from Wednesday, 01 September 2021 at 20:17 UTC to Wednesday, 01 September 2021 at 20:36 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 : 16133
Unique Edges : 22726
Edges With Duplicates : 3361
Total Edges : 26087
Number of Edge Types : 5
Retweet : 14920
Tweet : 3470
Replies to : 1669
Mentions : 2829
MentionsInRetweet : 3199
Self-Loops : 3546
Reciprocated Vertex Pair Ratio : 0.00195877250256506
Reciprocated Edge Ratio : 0.00390988642710855
Connected Components : 1957
Single-Vertex Connected Components : 921
Maximum Vertices in a Connected Component : 12017
Maximum Edges in a Connected Component : 21651
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.745716
Graph Density : 8.25489961951383E-05
Modularity : 0.71684
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 16,133 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, 01 September 2021 at 21:57 UTC.
The tweets in the network were tweeted over the 18-minute period from Wednesday, 01 September 2021 at 20:17 UTC to Wednesday, 01 September 2021 at 20:36 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 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:
[4232] joe,biden [1573] president,biden [1528] afghan,president [1520] biden,asked [1343] attacking,biden [1250] afghanistan,president [1246] decision,leave [1225] leave,afghanistan [1189] fight,against [1186] courageous,decision Top Word Pairs in Tweet in G1:
[1194] joe,biden [823] biden,asked [671] world,leader [667] leader,lie [551] asked,world [433] afghan,president [354] lie,maggienyt [294] biden,resign [247] biden,catholic [232] over,afghanistan Top Word Pairs in Tweet in G2:
[1142] attacking,biden [1138] courageous,decision [1138] decision,leave [1137] biden,courageous [1137] leave,afghanistan [1136] case,re [1136] re,wondering [1136] wondering,people [1136] people,going [1136] going,tv Top Word Pairs in Tweet in G3:
[150] joe,biden [56] president,biden [39] biden,administration [31] white,house [19] hunter,biden [18] president,joe [18] afghanistan,withdrawal [17] americans,afghanistan [14] biden,admin [14] biden,resign Top Word Pairs in Tweet in G4:
[291] president,biden [164] joe,biden [146] ron,johnson [144] more,votes [132] million,more [130] trump,accepted [130] accepted,electoral [130] electoral,college [130] college,defeat [130] biden,probably Top Word Pairs in Tweet in G5:
[716] joe,biden [645] afghan,president [611] whether,true [606] mr,president [604] fight,against [604] against,taliban [604] taliban,going [604] going,well [604] well,whether [604] president,facing Top Word Pairs in Tweet in G6:
[225] afghan,president [212] biden,pressured [193] joe,biden [165] whether,true [135] disastrous,withdrawal [133] pressured,afghan [131] president,make [131] make,look [131] look,taliban [131] taliban,losing Top Word Pairs in Tweet in G7:
[127] joe,biden [112] president,biden [46] biden,administration [42] afghan,president [37] white,house [34] potus,biden [32] left,behind [27] biden's,afghanistan [26] estado,fallido [26] fallido,#biden Top Word Pairs in Tweet in G8:
[429] president,biden [247] roe,wade [243] abortion,ban [242] breaking,news [242] biden,blasts [241] biden,fight [240] protect,roe [240] fight,against [240] against,texas [239] news,president Top Word Pairs in Tweet in G9:
[151] joe,biden [48] afghan,president [42] biden,administration [35] impeach,biden [32] afghanistan,biden [32] biden,admin [31] fit,lead [31] withdraw,afghanistan [31] biden,harris [30] biden,told Top Word Pairs in Tweet in G10:
[137] biden,administration [134] united,states [132] attacking,biden [131] worth,noting [131] noting,many [131] same,people [131] people,attacking [131] rights,behind [131] behind,afghanistan [130] administration,leaving Top Replied-To in Entire Graph:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: