The graph represents a network of 16,869 Twitter users whose recent tweets contained "Biden covid", 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 Friday, 28 May 2021 at 00:05 UTC.
The tweets in the network were tweeted over the 6-hour, 43-minute period from Thursday, 27 May 2021 at 16:26 UTC to Thursday, 27 May 2021 at 23:09 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 : 16869
Unique Edges : 21159
Edges With Duplicates : 1308
Total Edges : 22467
Number of Edge Types : 5
Retweet : 15388
MentionsInRetweet : 2608
Tweet : 2331
Replies to : 663
Mentions : 1477
Self-Loops : 2385
Reciprocated Vertex Pair Ratio : 0.00203458799593082
Reciprocated Edge Ratio : 0.00406091370558376
Connected Components : 1823
Single-Vertex Connected Components : 1201
Maximum Vertices in a Connected Component : 13398
Maximum Edges in a Connected Component : 18752
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.664798
Graph Density : 6.92330230752049E-05
Modularity : 0.822478
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,869 Twitter users whose recent tweets contained "Biden covid", 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 Friday, 28 May 2021 at 00:05 UTC.
The tweets in the network were tweeted over the 6-hour, 43-minute period from Thursday, 27 May 2021 at 16:26 UTC to Thursday, 27 May 2021 at 23:09 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 covid
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:
[5098] president,biden [4948] covid,19 [4681] voted,against [4450] covid,relief [4390] against,covid [3796] people,shame [3123] republicans,voted [2823] list,republicans [2511] biden,holds [2473] holds,list Top Word Pairs in Tweet in G1:
[2103] covid,relief [2094] president,biden [2084] voted,against [2081] list,republicans [2074] against,covid [2073] republicans,voted [2071] relief,touted [2071] touted,benefits [2071] benefits,constituents [2070] people,shame Top Word Pairs in Tweet in G2:
[532] covid,19 [189] joe,biden [156] biden,orders [116] 19,origin [109] investigation,covid [103] covid,origins [82] origins,covid [79] orders,more [79] more,intel [79] intel,investigation Top Word Pairs in Tweet in G3:
[399] origins,covid [318] covid,origins [304] origins,report [303] findings,covid [302] hide,findings [301] biden,admits [301] admits,hide [301] report,public [271] biden,administration [143] covid,pandemic Top Word Pairs in Tweet in G4:
[769] president,biden [759] against,covid [755] people,shame [607] voted,against [607] covid,relief [557] relief,bill [555] biden,holding [555] holding,list [555] list,gqpers [555] gqpers,voted Top Word Pairs in Tweet in G5:
[338] covid,19 [187] list,republicans [163] 19,relief [160] pres,biden [160] going,try [160] try,take [160] take,credit [160] way,still [160] still,need [158] showed,list Top Word Pairs in Tweet in G6:
[360] wuhan,lab [304] thanks,mark [304] mark,election [304] election,back [304] back,helped [304] helped,steal [304] steal,course [304] course,virus [304] virus,came [304] came,wuhan Top Word Pairs in Tweet in G7:
[667] voted,against [662] against,covid [627] covid,relief [586] holds,card [585] republicans,voted [579] relief,bill [548] biden,brings [548] brings,receipts [548] receipts,holds [548] card,listing Top Word Pairs in Tweet in G8:
[479] covid,19 [411] something,aware [347] unless,something [323] biden,release [323] release,report [322] full,unless [239] 19,origins [230] report,covid [222] origins,full [222] aware,travel Top Word Pairs in Tweet in G9:
[534] president,biden [465] covid,cases [465] cases,down [465] down,covid [465] covid,deaths [465] deaths,down [465] down,unemployment [465] unemployment,filings [465] filings,down [465] down,hunger Top Word Pairs in Tweet in G10:
[296] biden,covid [274] covid,cases [272] cases,down [272] deaths,down [272] down,unemployment [272] unemployment,filings [272] filings,down [272] down,hunger [272] hunger,down [272] down,vaccinations Top Replied-To in Entire Graph:
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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: