The graph represents a network of 15,056 Twitter users whose recent tweets contained "Biden Infrastructure", 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, 08 April 2021 at 10:56 UTC.
The tweets in the network were tweeted over the 10-hour, 46-minute period from Wednesday, 07 April 2021 at 23:31 UTC to Thursday, 08 April 2021 at 10:18 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 : 15056
Unique Edges : 19451
Edges With Duplicates : 2108
Total Edges : 21559
Number of Edge Types : 5
Retweet : 15971
Tweet : 1790
MentionsInRetweet : 2032
Mentions : 1051
Replies to : 715
Self-Loops : 1846
Reciprocated Vertex Pair Ratio : 0.00159328695097987
Reciprocated Edge Ratio : 0.0031815048517949
Connected Components : 1228
Single-Vertex Connected Components : 771
Maximum Vertices in a Connected Component : 12749
Maximum Edges in a Connected Component : 19104
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.97282
Graph Density : 8.32009518058299E-05
Modularity : 0.753873
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 15,056 Twitter users whose recent tweets contained "Biden Infrastructure", 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, 08 April 2021 at 10:56 UTC.
The tweets in the network were tweeted over the 10-hour, 46-minute period from Wednesday, 07 April 2021 at 23:31 UTC to Thursday, 08 April 2021 at 10:18 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 Infrastructure
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:
[5597] biden,infrastructure [5338] president,biden [4366] infrastructure,bill [4177] infrastructure,plan [1808] biden's,infrastructure [1779] joe,biden [1746] infrastructure,proposal [1565] marsha,blackburn [1495] senator,marsha [1488] attacks,president Top Word Pairs in Tweet in G1:
[1529] president,biden [1138] biden,infrastructure [971] infrastructure,proposal [970] proposal,open [881] open,ideas [881] ideas,pay [881] pay,plan [881] plan,one [881] one,exception [881] exception,impose Top Word Pairs in Tweet in G2:
[1417] president,biden [1212] biden,infrastructure [1068] infrastructure,bill [1067] marsha,blackburn [1066] senator,marsha [1066] blackburn,age [1066] age,68 [1066] 68,attacks [1066] attacks,president [1066] bill,investing Top Word Pairs in Tweet in G3:
[1339] infrastructure,bill [733] roads,bridges [558] green,deal [412] joe,biden [404] called,infrastructure [397] biden,infrastructure [394] kill,hundreds [394] hundreds,thousands [394] thousands,jobs [365] gun,control Top Word Pairs in Tweet in G4:
[244] infrastructure,plan [135] biden,infrastructure [88] infrastructure,bill [78] joe,biden [65] corporate,tax [62] trillion,infrastructure [59] biden,open [55] biden's,infrastructure [49] president,biden [46] open,compromise Top Word Pairs in Tweet in G5:
[586] joe,biden [466] listen,joe [466] biden,think [466] think,proposal [466] proposal,actually [466] actually,infrastructure [466] infrastructure,actually [466] actually,bill [466] bill,social [466] social,spending Top Word Pairs in Tweet in G6:
[280] infrastructure,plan [190] corporate,tax [175] president,biden [170] biden's,infrastructure [135] biden,infrastructure [132] president,biden's [113] perspective,biden [113] biden,go [113] go,big [113] big,infrastructure Top Word Pairs in Tweet in G7:
[580] pres,biden [369] definition,infrastructure [358] expanding,definition [354] biden,defending [354] defending,expanding [321] idea,infrastructure [321] infrastructure,always [321] always,evolved [321] evolved,meet [321] meet,aspirations Top Word Pairs in Tweet in G8:
[413] infrastructure,plan [394] biden,infrastructure [271] president,biden [177] 25t,infrastructure [177] plan,come [177] come,better [177] better,time [177] time,america [141] biden,25t [136] inaction,option Top Word Pairs in Tweet in G9:
[441] biden,infrastructure [440] infrastructure,plan [392] republican,senator [392] senator,tried [392] tried,attack [392] attack,biden [392] plan,thedemocrats [392] thedemocrats,reposted [392] reposted,exact [392] exact,graphic Top Word Pairs in Tweet in G10:
[127] case,missed [127] missed,latest [57] biden,go [57] go,bigger [57] infrastructure,plan [53] bigger,pay [53] pay,old [53] old,way [51] president,biden [45] jobs,plan Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: