The graph represents a network of 14,843 Twitter users whose recent tweets contained "Britney Spears", 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, 09 September 2021 at 01:49 UTC.
The tweets in the network were tweeted over the 13-hour, 32-minute period from Wednesday, 08 September 2021 at 11:19 UTC to Thursday, 09 September 2021 at 00:52 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 : 14843
Unique Edges : 18029
Edges With Duplicates : 2384
Total Edges : 20413
Number of Edge Types : 5
Retweet : 13636
MentionsInRetweet : 1295
Replies to : 588
Tweet : 3928
Mentions : 966
Self-Loops : 3984
Reciprocated Vertex Pair Ratio : 0.00345180260802864
Reciprocated Edge Ratio : 0.00687985730666327
Connected Components : 2924
Single-Vertex Connected Components : 2203
Maximum Vertices in a Connected Component : 10461
Maximum Edges in a Connected Component : 15296
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.679978
Graph Density : 7.1257439055575E-05
Modularity : 0.719873
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 14,843 Twitter users whose recent tweets contained "Britney Spears", 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, 09 September 2021 at 01:49 UTC.
The tweets in the network were tweeted over the 13-hour, 32-minute period from Wednesday, 08 September 2021 at 11:19 UTC to Thursday, 09 September 2021 at 00:52 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 : Britney Spears
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:
[13837] britney,spears [2544] britney,spears' [2402] jamie,spears [2309] break,ice [2116] spears',father [2055] end,conservatorship [1626] spears,father [1222] cover,britney [1182] spears,song [1160] petition,end Top Word Pairs in Tweet in G1:
[1804] britney,spears [366] end,conservatorship [333] britney,spears' [273] files,end [250] father,files [220] jamie,spears [218] spears',father [196] spears,father [158] padre,britney [135] fin,tutela Top Word Pairs in Tweet in G2:
[2104] britney,spears [582] jamie,spears [402] britney,spears' [340] petition,end [333] end,conservatorship [284] spears',father [274] 13,years [274] james,spears [254] spears,father [204] spears,filed Top Word Pairs in Tweet in G3:
[1241] britney,spears [341] break,ice [236] fallen,fruit [172] watch,lorde [166] má,gestão [144] ice,britney [135] vazou,ensaio [135] ensaio,britney [135] spears,#vmas [135] #vmas,2001 Top Word Pairs in Tweet in G4:
[1208] britney,spears [992] break,ice [990] cover,britney [989] lorde,released [989] released,brand [989] brand,cover [989] spears,song [989] song,break [123] end,conservatorship [122] spears,father Top Word Pairs in Tweet in G5:
[580] britney,spears' [578] spears',father [567] surprise,move [567] move,britney [567] father,asks [567] asks,conservatorship [567] conservatorship,end [509] britney,spears [456] spears,father [439] father,asked Top Word Pairs in Tweet in G6:
[933] britney,spears [605] padre,britney [549] jamie,spears [505] hija,#freebritney [503] spears,jamie [495] documentos,corte [493] oficial,padre [493] spears,firmado [493] firmado,documentos [493] corte,renunciar Top Word Pairs in Tweet in G7:
[672] britney,spears [366] break,ice [357] ice,britney [345] bom,dia [345] dia,lorde [344] fallen,fruit [341] lorde,performando [341] performando,mashup [341] mashup,break [341] spears,arrebatadora Top Word Pairs in Tweet in G8:
[706] sa,tutelle [353] père,britney [353] britney,spears [353] spears,officiellement [353] officiellement,demandé [353] demandé,ce [353] ce,sa [353] tutelle,prenne [353] prenne,fin [353] fin,chanteuse Top Word Pairs in Tweet in G9:
[678] pasado,20 [343] britney,spears [339] pasado,15 [339] 15,salió [339] salió,high [339] high,school [339] school,musical [339] musical,pasado [339] pasado,13 [339] 13,crepúsculo Top Word Pairs in Tweet in G10:
[287] britney,spears [254] manifest,circle [254] circle,britney [254] spears,free [254] free,woman [253] woman,2021 [12] break,ice [10] lorde,released [10] released,brand [10] brand,cover Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: