The graph represents a network of 15,476 Twitter users whose recent tweets contained ""Republican Senators"", 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, 10 February 2021 at 23:16 UTC.
The tweets in the network were tweeted over the 1-hour, 51-minute period from Wednesday, 10 February 2021 at 21:12 UTC to Wednesday, 10 February 2021 at 23:03 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 : 15476
Unique Edges : 22475
Edges With Duplicates : 741
Total Edges : 23216
Number of Edge Types : 5
Retweet : 15626
Tweet : 1268
Replies to : 1938
MentionsInRetweet : 3463
Mentions : 921
Self-Loops : 1306
Reciprocated Vertex Pair Ratio : 0.000786600037016472
Reciprocated Edge Ratio : 0.00157196356743261
Connected Components : 1030
Single-Vertex Connected Components : 657
Maximum Vertices in a Connected Component : 13789
Maximum Edges in a Connected Component : 21645
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.464085
Graph Density : 9.03123331096646E-05
Modularity : 0.750939
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 15,476 Twitter users whose recent tweets contained ""Republican Senators"", 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, 10 February 2021 at 23:16 UTC.
The tweets in the network were tweeted over the 1-hour, 51-minute period from Wednesday, 10 February 2021 at 21:12 UTC to Wednesday, 10 February 2021 at 23:03 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 : "Republican Senators"
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:
[18314] republican,senators [2947] impeachment,trial [2594] trump's,impeachment [2526] show,republican [2516] senschumer,please [2516] senators,sleeping [2512] reading,newspapers [2511] media,show [2511] sleeping,playing [2511] playing,games Top Word Pairs in Tweet in G1:
[2388] republican,senators [2108] show,republican [2108] impeachment,trial [2105] senschumer,please [2099] please,allow [2099] allow,media [2099] media,show [2099] senators,sleeping [2099] sleeping,playing [2099] playing,games Top Word Pairs in Tweet in G2:
[1654] republican,senators [357] 50,republican [239] 44,republican [165] uphold,constitution [160] trial,50 [160] senators,rejected [159] really,trial [158] people,really [158] oath,uphold [157] rejected,oath Top Word Pairs in Tweet in G3:
[1222] republican,senators [840] watching,videos [840] videos,enraged [840] enraged,smug [840] smug,republican [840] senators,pretending [840] pretending,nothing [840] nothing,idea [840] idea,assholes [840] assholes,released Top Word Pairs in Tweet in G4:
[1082] republican,senators [675] ted,lieu [673] lieu,reading [673] reading,quotes [673] quotes,trump [673] trump,mocking [673] mocking,republican [673] senators,calling [673] calling,weak [673] weak,pathetic Top Word Pairs in Tweet in G5:
[862] republican,senators [404] house,managers [404] deadly,insurrection [403] majority,republican [402] managers,done [402] done,ve [402] ve,drawn [402] drawn,direct [402] direct,line [402] line,trump Top Word Pairs in Tweet in G6:
[852] republican,senators [632] eugene,goodman [628] used,day [628] day,republicans [628] republicans,celebrate [628] celebrate,man [628] man,instead [628] instead,celebrate [628] celebrate,defend [628] defend,man Top Word Pairs in Tweet in G7:
[798] republican,senators [667] pure,politics [667] politics,tweet [667] tweet,presentation [667] presentation,shows [667] shows,constitutionality [667] constitutionality,argument [667] argument,important [667] important,pro [667] pro,trump Top Word Pairs in Tweet in G8:
[841] republican,senators [415] mitt,romney [372] killed,mitt [370] senators,vote [365] mob,probably [365] probably,killed [365] romney,narrowly [365] narrowly,escaped [365] escaped,republican [365] vote,exonerate Top Word Pairs in Tweet in G9:
[672] republican,senators [58] senators,vote [39] vote,convict [38] impeachment,trial [34] vote,acquit [29] convict,trump [27] donald,trump [26] 44,republican [22] senators,still [22] acquit,trump Top Word Pairs in Tweet in G10:
[650] republican,senators [135] team,trump [135] trump,sent [135] sent,talking [135] talking,points [135] points,republican [135] senators,use [135] use,today [135] today,impartial [125] impeachment,trial Top Replied-To in Entire Graph:
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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: