The graph represents a network of 17,893 Twitter users whose recent tweets contained "Kardashian", 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 Friday, 06 January 2023 at 15:38 UTC.
The tweets in the network were tweeted over the 3-day, 17-hour, 19-minute period from Monday, 02 January 2023 at 21:15 UTC to Friday, 06 January 2023 at 14:35 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 : 17893
Unique Edges : 17383
Edges With Duplicates : 3087
Total Edges : 20470
Number of Edge Types : 5
Tweet : 6182
Retweet : 9800
Replies to : 2617
Mentions : 1470
MentionsInRetweet : 401
Self-Loops : 6244
Reciprocated Vertex Pair Ratio : 0.00401108518086348
Reciprocated Edge Ratio : 0.0079901213045689
Connected Components : 5410
Single-Vertex Connected Components : 3444
Maximum Vertices in a Connected Component : 7478
Maximum Edges in a Connected Component : 9119
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.718054
Graph Density : 4.30028521508154E-05
Modularity : 0.732712
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 17,893 Twitter users whose recent tweets contained "Kardashian", 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 Friday, 06 January 2023 at 15:38 UTC.
The tweets in the network were tweeted over the 3-day, 17-hour, 19-minute period from Monday, 02 January 2023 at 21:15 UTC to Friday, 06 January 2023 at 14:35 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 : Kardashian
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:
[7584] kim,kardashian [2848] taylor,swift [2715] khloe,kardashian [2430] north,west [1943] sorbet,magazine [1859] kourtney,kardashian [1666] kardashian,north [1521] dance,taylor [1519] kim,kourtney [1510] kardashian,take Top Word Pairs in Tweet in G1:
[1990] kim,kardashian [504] khloe,kardashian [292] taylor,swift [226] khloé,kardashian [154] kourtney,kardashian [141] top,news [137] north,west [132] lamar,odom [131] kanye,west [78] kardashian,fans Top Word Pairs in Tweet in G2:
[1438] khloe,kardashian [1297] sorbet,magazine [1245] kardashian,stuns [1245] stuns,sorbet [231] kim,kardashian [219] kardashian,north [217] taylor,swift [213] north,west [210] west,dance [210] tiktok,video Top Word Pairs in Tweet in G3:
[1280] taylor,swift [1226] kim,kardashian [1202] kardashian,north [1196] north,west [1194] shake,tiktok [1194] west,dance [1194] dance,taylor [1155] swift,shake [482] sorbet,magazine [427] khloé,kardashian Top Word Pairs in Tweet in G4:
[1497] kourtney,kardashian [1490] take,subway [1490] time,2011 [1490] subway,first [1490] kim,kourtney [1490] first,time [1490] kardashian,take [17] kim,kardashian [12] sorbet,magazine [10] khloe,kardashian Top Word Pairs in Tweet in G5:
[500] kim,kardashian [449] taylor,swift [396] north,west [325] dançando,shake [319] shake,taylor [257] west,dançando [255] swift,em [255] novo,tiktok [255] sua,filha [255] filha,north Top Word Pairs in Tweet in G6:
[232] kim,kardashian [181] khloé,kardashian [79] sorbet,magazine [51] khloe,kardashian [50] kardashian,fotografada [45] kardashian,instagram [38] kourtney,kardashian [36] taylor,swift [32] north,west [31] sarbet,magazine Top Word Pairs in Tweet in G7:
[287] juega,minecraft [287] kardashian,simulator [287] quackity,juega [287] kim,kardashian [240] rubius,quackity [168] dice,quackity [168] juega,kim [168] roleando,hajdhajsha [168] minecraft,realmente [168] realmente,juega Top Word Pairs in Tweet in G8:
[236] clear,harry [236] attacks,create [236] william,kate [236] royal,kardashian [236] kardashian,series [236] forever,royals [236] buckingham,place [236] take,bait [236] create,full [236] make,forever Top Word Pairs in Tweet in G9:
[302] kim,kardashian [189] north,west [184] taylor,swift [162] hija,north [162] off',taylor [162] cantando,'shake [162] 'shake,off' [162] bailando,cantando [162] kardashian,hija [162] west,bailando Top Word Pairs in Tweet in G10:
[274] kim,kardashian [144] created,#artsakh [144] #humanitarian,#crisis [144] kardashian,speaks [144] #crisis,created [144] speaks,#humanitarian [94] avons,besoin [85] kardashian,l'artsakh [85] l'artsakh,avons [85] besoin,l'attention Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: