The graph represents a network of 14,544 Twitter users whose recent tweets contained "Lindsey Graham", 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 Tuesday, 17 August 2021 at 00:27 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 34-minute period from Sunday, 15 August 2021 at 15:20 UTC to Monday, 16 August 2021 at 23:54 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 : 14544
Unique Edges : 20028
Edges With Duplicates : 1750
Total Edges : 21778
Number of Edge Types : 5
Retweet : 15385
Tweet : 1828
Replies to : 973
Mentions : 1334
MentionsInRetweet : 2258
Self-Loops : 1885
Reciprocated Vertex Pair Ratio : 0.00168031926065953
Reciprocated Edge Ratio : 0.00335500104843783
Connected Components : 1274
Single-Vertex Connected Components : 983
Maximum Vertices in a Connected Component : 12684
Maximum Edges in a Connected Component : 19782
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.303155
Graph Density : 9.01881427914503E-05
Modularity : 0.725812
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 14,544 Twitter users whose recent tweets contained "Lindsey Graham", 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 Tuesday, 17 August 2021 at 00:27 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 34-minute period from Sunday, 15 August 2021 at 15:20 UTC to Monday, 16 August 2021 at 23:54 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 : Lindsey Graham
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:
[16159] lindsey,graham [2777] mitch,mcconnell [2768] trump,supporters [2746] susan,collins [2744] still,lindsey [2739] win,elections [2730] graham,susan [2727] collins,mitch [2727] mcconnell,didn [2727] didn,win Top Word Pairs in Tweet in G1:
[2732] lindsey,graham [2175] still,lindsey [2175] graham,susan [2175] susan,collins [2175] collins,mitch [2175] mitch,mcconnell [2175] mcconnell,didn [2175] didn,win [2175] win,elections [2175] elections,fairly Top Word Pairs in Tweet in G2:
[2946] lindsey,graham [638] accept,apology [588] president,biden [581] biden,election [574] trump,supporters [564] called,president [563] biden,didn [563] didn,accept [549] graham,called [473] supporters,biden Top Word Pairs in Tweet in G3:
[1675] lindsey,graham [1114] donald,trump [1106] trump,race [1106] race,baiting [1106] baiting,xenophobic [1104] happened,lindsey [1103] graham,once [1102] whatever,happened [1102] once,called [1102] called,donald Top Word Pairs in Tweet in G4:
[348] lindsey,graham [91] still,lindsey [91] graham,susan [91] susan,collins [91] collins,mitch [91] mitch,mcconnell [91] mcconnell,didn [91] didn,win [91] win,elections [91] elections,fairly Top Word Pairs in Tweet in G5:
[1299] lindsey,graham [952] trump,supporters [947] graham,called [938] both,sides [937] supporters,biden [936] playing,both [935] satisfy,trump [932] attacking,hunter [924] apologize,attacking [923] called,biden Top Word Pairs in Tweet in G6:
[949] lindsey,graham [161] graham,called [118] called,biden [109] over,trump [108] short,especially [108] biden,over [105] trump,support [104] especially,sweet [103] sweet,lindsey [86] donald,trump Top Word Pairs in Tweet in G7:
[977] lindsey,graham [797] john,mccain [796] graham,john [796] mccain,backstabbing [796] backstabbing,rino [56] graham,writing [56] writing,strongly [56] strongly,worded [56] worded,letter [56] letter,taliban Top Word Pairs in Tweet in G8:
[537] lindsey,graham [96] trump,january [74] graham,called [60] 'political,obituary' [54] 2020,election [53] graham,warned [53] warned,trump [53] january,'political [52] president,trump [52] graham,warns Top Word Pairs in Tweet in G9:
[809] lindsey,graham [466] republican,party [465] south,carolina [459] censured,south [458] infrastructure,bill [457] breaking,news [457] news,lindsey [457] graham,censured [457] carolina,republicans [457] republicans,voting Top Word Pairs in Tweet in G10:
[672] lindsey,graham [430] graham,told [430] told,biden [430] biden,attacked [430] attacked,hunter [430] hunter,satisfy [430] satisfy,trump [430] trump,supporters [429] report,lindsey [49] graham,john 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 Tweeters in Entire Graph:
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Top Tweeters in G10: