The graph represents a network of 12,460 Twitter users whose recent tweets contained "(Klopp OR JurgenKlopp OR Kloppo) (Shankly OR socialist OR socialism)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 10/1/2015 12:00:00 AM and 9/30/2022 9:38:54 PM. The network was obtained from Twitter on Tuesday, 30 January 2024 at 23:58 UTC.
The tweets in the network were tweeted over the 3244-day, 5-hour, 35-minute period from Saturday, 14 March 2015 at 19:22 UTC to Wednesday, 31 January 2024 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 17728
Unique Edges : 18768
Edges With Duplicates : 9102
Total Edges : 27870
Number of Edge Types : 9
Replies to : 6416
Retweet : 3057
MentionsInRetweet : 245
Quote : 1127
MentionsInReplyTo : 7741
Mentions : 2979
Tweet : 6082
MentionsInQuote : 186
MentionsInQuoteReply : 37
Self-Loops : 6954
Reciprocated Vertex Pair Ratio : 0.0169645561950924
Reciprocated Edge Ratio : 0.0333631218349717
Connected Components : 4880
Single-Vertex Connected Components : 3491
Maximum Vertices in a Connected Component : 10472
Maximum Edges in a Connected Component : 20329
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.423351
Graph Density : 5.34104648541386E-05
Modularity : 0.590422
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 12,460 Twitter users whose recent tweets contained "(Klopp OR JurgenKlopp OR Kloppo) (Shankly OR socialist OR socialism)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 10/1/2015 12:00:00 AM and 9/30/2022 9:38:54 PM. The network was obtained from Twitter on Tuesday, 30 January 2024 at 23:58 UTC.
The tweets in the network were tweeted over the 3244-day, 5-hour, 35-minute period from Saturday, 14 March 2015 at 19:22 UTC to Wednesday, 31 January 2024 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : (Klopp OR JurgenKlopp OR Kloppo) (Shankly OR socialist OR socialism)
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4402] bill,shankly [2591] jurgen,klopp [1894] shankly,paisley [1831] bob,paisley [1638] jürgen,klopp [1085] shankly,bob [863] klopp,shankly [858] kenny,dalglish [727] shankly,klopp [531] sir,kenny Top Word Pairs in Tweet in G1:
[1275] bill,shankly [975] jurgen,klopp [336] shankly,paisley [334] jürgen,klopp [323] bob,paisley [164] klopp,shankly [144] klopp,emulate [127] klopp,bill [125] kenny,dalglish [105] shankly,bob Top Word Pairs in Tweet in G2:
[342] jurgen,klopp [329] bill,shankly [256] shankly,paisley [129] klopp,shankly [111] bob,paisley [109] jürgen,klopp [103] shankly,klopp [56] paisley,shankly [50] paisley,dalglish [47] paisley,fagan Top Word Pairs in Tweet in G3:
[324] bill,shankly [195] jurgen,klopp [176] shankly,paisley [127] bob,paisley [99] jürgen,klopp [71] klopp,shankly [56] shankly,klopp [52] kenny,dalglish [45] lfc,shankly [44] shankly,bob Top Word Pairs in Tweet in G4:
[192] #paisley,#shankly [191] lfc,vs [187] #ynwa,#klopp [179] shankly_klopp,premierleague [168] #dalglish,#paisley [162] game,lfc [152] #reds,#liverpool [128] #lfc,#ynwa [124] #liverpool,#premierleague [124] #football,#3pts Top Word Pairs in Tweet in G5:
[446] bill,shankly [400] bob,paisley [396] jürgen,klopp [392] shankly,bob [390] kenny,dalglish [383] sir,kenny [383] klopp,standard [383] paisley,sir [383] dalglish,jürgen [382] janaagefjortoft,bill Top Word Pairs in Tweet in G6:
[318] shankly,1974 [313] thisisanfield,shankly [312] klopp,2024 [312] dalglish,1991 [312] know,heard [312] 1991,klopp [312] heard,news [312] moments,time [312] 2024,moments [312] 1974,dalglish Top Word Pairs in Tweet in G7:
[46] bill,shankly [43] jurgen,klopp [38] klopp,socialist [28] jürgen,klopp [15] socialist,bone [14] socialist,party [13] campbellclaret,ibtimesuk [11] shankly,klopp [11] krug_socialist,j_ntay [11] jredhand9,peterstefanovi2 Top Word Pairs in Tweet in G8:
[316] bill,shankly [286] leave,liverpool [260] jurgen,klopp's [255] reacted,bill [255] think,jurgen [255] klopp's,decision [255] fans,look [255] shocked,fans [255] liverpool,shocked [255] decision,leave Top Word Pairs in Tweet in G9:
[121] bill,shankly [107] jurgen,klopp [83] bob,paisley [57] shankly,bob [43] jürgen,klopp [35] compared,bill [35] leaving,liverpool [35] announcement,compared [35] paisley,leaving [33] talksport,jurgen Top Word Pairs in Tweet in G10:
[68] shankly,paisley [65] bill,shankly [44] bob,paisley [42] jurgen,klopp [35] anfieldwatch,shankly [32] paisley,klopp [29] paisley,shankly [21] shankly,klopp [19] shankly,bob [16] anfieldwatch,paisley Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G8:
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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:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: