The graph represents a network of 14,211 Twitter users whose recent tweets contained ""Paul Ryan"", 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, 27 May 2021 at 20:57 UTC.
The tweets in the network were tweeted over the 5-day, 15-hour, 37-minute period from Saturday, 22 May 2021 at 04:35 UTC to Thursday, 27 May 2021 at 20:12 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 : 14211
Unique Edges : 18799
Edges With Duplicates : 1848
Total Edges : 20647
Number of Edge Types : 5
Retweet : 14339
Replies to : 1973
Tweet : 2002
Mentions : 1404
MentionsInRetweet : 929
Self-Loops : 2086
Reciprocated Vertex Pair Ratio : 0.00333182742263384
Reciprocated Edge Ratio : 0.0066415264253954
Connected Components : 1550
Single-Vertex Connected Components : 1143
Maximum Vertices in a Connected Component : 11837
Maximum Edges in a Connected Component : 17955
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.428827
Graph Density : 8.79823149951092E-05
Modularity : 0.712759
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 14,211 Twitter users whose recent tweets contained ""Paul Ryan"", 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, 27 May 2021 at 20:57 UTC.
The tweets in the network were tweeted over the 5-day, 15-hour, 37-minute period from Saturday, 22 May 2021 at 04:35 UTC to Thursday, 27 May 2021 at 20:12 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 : "Paul Ryan"
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:
[19633] paul,ryan [2708] populist,appeal [2315] board,directors [2071] one,personality [1979] appeal,one [1968] going,anywhere [1951] rupert,murdoch [1810] speaker,paul [1808] fox,board [1787] lachlan,murdoch Top Word Pairs in Tweet in G1:
[2528] paul,ryan [1133] ryan,position [1133] position,something [1132] board,directors [1130] demagoguery,outrage [1130] outrage,peddling [1129] something,degeneration [1129] degeneration,conservatism [1129] conservatism,demagoguery [1129] peddling,fox Top Word Pairs in Tweet in G2:
[1772] paul,ryan [960] reagan,reagan [615] ryan,thinks [532] fox,news [527] care,paul [526] ryan,joined [524] number,gop [524] gop,voters [524] voters,2021 [524] thinks,subject Top Word Pairs in Tweet in G3:
[1112] paul,ryan [97] civil,war [91] ryan,enter [91] war,criticizing [91] hold,party [87] trump's,hold [86] enter,gop's [86] gop's,civil [86] criticizing,trump's [62] re,going Top Word Pairs in Tweet in G4:
[1893] paul,ryan [247] adam,kinzinger [203] headline,fundraiser [150] populist,appeal [150] one,personality [132] speaker,paul [124] anti,trump [124] ryan,headline [122] hey,look [122] look,prodigal Top Word Pairs in Tweet in G5:
[1171] paul,ryan [885] ryan,reason [885] lost,house [884] really,amazing [884] reason,gop [884] gop,lost [884] house,2018 [883] amazing,paul [881] 2018,going [881] going,come Top Word Pairs in Tweet in G6:
[1116] paul,ryan [631] one,personality [629] populist,appeal [628] house,speaker [628] appeal,one [628] going,anywhere [627] speaker,paul [626] ryan,expected [625] former,house [625] thursday,night Top Word Pairs in Tweet in G7:
[1063] paul,ryan [424] board,directors [381] speech,tonight [378] remind,again [374] ryan,being [374] being,stand [374] stand,guy [374] guy,going [374] going,speech [374] tonight,republicans Top Word Pairs in Tweet in G8:
[1200] paul,ryan [488] adam,kinzinger [484] kinzinger,paul [483] ryan,hosting [483] hosting,fundraiser [483] fundraiser,adam [483] ryan,trump [483] trump,accomplice [483] accomplice,failed [483] failed,america Top Word Pairs in Tweet in G9:
[876] paul,ryan [476] one,personality [457] populist,appeal [455] appeal,one [452] going,anywhere [416] second,rate [415] personality,second [415] rate,imitations [411] conservative,cause [407] cause,depends Top Word Pairs in Tweet in G10:
[830] paul,ryan [239] words,paul [230] fox,hosts [229] many,americans [229] americans,dead [229] dead,covid [229] covid,insanity [229] insanity,peddled [229] peddled,fox [229] hosts,first 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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Top Tweeters in G10: