The graph represents a network of 16,761 Twitter users whose recent tweets contained "JK Rowling", 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, 02 March 2021 at 21:50 UTC.
The tweets in the network were tweeted over the 3-day, 15-hour, 55-minute period from Saturday, 27 February 2021 at 05:23 UTC to Tuesday, 02 March 2021 at 21:18 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 : 16761
Unique Edges : 24002
Edges With Duplicates : 13688
Total Edges : 37690
Number of Edge Types : 5
Retweet : 10486
Replies to : 6804
Mentions : 11938
Tweet : 1831
MentionsInRetweet : 6631
Self-Loops : 2089
Reciprocated Vertex Pair Ratio : 0.0157024132971072
Reciprocated Edge Ratio : 0.0309193186735376
Connected Components : 1983
Single-Vertex Connected Components : 1194
Maximum Vertices in a Connected Component : 12553
Maximum Edges in a Connected Component : 33791
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.90094
Graph Density : 9.04937718385062E-05
Modularity : 0.537524
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 16,761 Twitter users whose recent tweets contained "JK Rowling", 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, 02 March 2021 at 21:50 UTC.
The tweets in the network were tweeted over the 3-day, 15-hour, 55-minute period from Saturday, 27 February 2021 at 05:23 UTC to Tuesday, 02 March 2021 at 21:18 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 : JK Rowling
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:
[9459] jk,rowling [2721] cancel,culture [2590] free,speech [2558] make,anyone [2557] rowling,magical [2557] magical,ability [2557] ability,make [2557] anyone,dislikes [2557] dislikes,disappear [2557] disappear,threatening Top Word Pairs in Tweet in G1:
[633] jk,rowling [191] jk_rowling,twitter [148] refuge,workers [148] workers,reported [148] reported,trustees [148] trustees,tweets [148] tweets,supporting [148] supporting,jk [146] rowling,landlords [146] landlords,pressed Top Word Pairs in Tweet in G2:
[2477] jk,rowling [2340] free,speech [2338] rowling,magical [2338] magical,ability [2338] ability,make [2338] make,anyone [2338] anyone,dislikes [2338] dislikes,disappear [2338] disappear,threatening [2338] threatening,destroy Top Word Pairs in Tweet in G3:
[1692] jk,rowling [708] trans,people [662] use,continue [608] trans,writer [604] rowling,still [497] dev,team [495] time,jk [494] appreciate,apparently [494] apparently,part [494] part,dev Top Word Pairs in Tweet in G4:
[1241] twitter,jk_rowling [657] juliahb1,twitter [487] jk_rowling,tweet [476] women's,rights [474] going,twitter [474] tweet,standing [474] standing,women's [474] time,click [473] rights,still [473] still,definitely Top Word Pairs in Tweet in G5:
[1130] jk,rowling [192] harry,potter [53] fuck,jk [50] hogwarts,legacy [39] rowling,trending [37] transgender,characters [34] jk,rowling's [29] rowling,still [26] trans,people [20] allow,transgender Top Word Pairs in Tweet in G6:
[993] jk,rowling's [985] rowling's,transphobic [983] recent,discovery [974] hogwarts,legacy [966] transphobic,comments [965] trans,inclusive [964] character,creation [963] news,hogwarts [963] legacy,trans [963] inclusive,character Top Word Pairs in Tweet in G7:
[480] jk,rowling [477] sirius,harry [477] harry,termine [477] termine,seremos [477] seremos,familia [477] familia,jk [477] rowling,escribiendo [12] desarrolladores,hogwarts [12] hogwarts,legacy [12] legacy,habrían Top Word Pairs in Tweet in G8:
[168] ajp_phd,jk_rowling [100] eugenegu,jk_rowling [42] jk,rowling [39] jk_rowling,expert [27] trans,woman [25] women,women [23] trans,women [20] jk_rowling,trans [18] pirate,game [17] trans,people Top Word Pairs in Tweet in G9:
[126] motivational,quotes [126] quotes,learning [126] learning,failure [126] failure,#motivationalquotes [126] #motivationalquotes,#motivation [126] #motivation,oprah [126] oprah,kingjames [126] kingjames,richardbranson [126] richardbranson,elonmusk [126] elonmusk,barbaracorcoran Top Word Pairs in Tweet in G10:
[250] jk,rowling [133] cancel,culture [131] rowling,transphobic [126] culture,treated [126] treated,knee [126] knee,jerk [126] jerk,sudden [126] sudden,rush [126] rush,judgement [126] judgement,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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