The graph represents a network of 4,480 Twitter users whose recent tweets contained "ALALibrary", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 04:35 UTC.
The tweets in the network were tweeted over the 2375-day, 4-hour, 11-minute period from Monday, 27 June 2016 at 19:27 UTC to Wednesday, 28 December 2022 at 23:38 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 : 4480
Unique Edges : 6112
Edges With Duplicates : 14109
Total Edges : 20221
Number of Edge Types : 9
Retweet : 3003
MentionsInRetweet : 6379
MentionsInReplyTo : 5831
Replies to : 1184
Mentions : 2080
Quote : 289
MentionsInQuote : 976
MentionsInQuoteReply : 169
Tweet : 310
Self-Loops : 744
Reciprocated Vertex Pair Ratio : 0.0380528286610667
Reciprocated Edge Ratio : 0.0733157843424003
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 4473
Maximum Edges in a Connected Component : 20213
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.02887
Graph Density : 0.00051116519950244
Modularity : 0.370649
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,480 Twitter users whose recent tweets contained "ALALibrary", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 04:35 UTC.
The tweets in the network were tweeted over the 2375-day, 4-hour, 11-minute period from Monday, 27 June 2016 at 19:27 UTC to Wednesday, 28 December 2022 at 23:38 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 : TwitterSearch2
Graph Term : ALALibrary
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:
[172] library,workers [164] public,library [121] police,officer [121] school,librarians [118] library,tx [118] officer,behind [118] books,wrong [118] behind,desk [117] wrong,instead [117] desk,scrutinizing Top Word Pairs in Tweet in G1:
[105] alalibrary,sad [105] library,doors [105] lock,library [104] decision,made [104] doors,everyone [104] day,jamestown [104] those,vot [104] jamestown,decision [104] everyone,those [104] sad,day Top Word Pairs in Tweet in G2:
[125] public,library [115] police,officer [113] behind,desk [113] officer,behind [112] books,wrong [112] privatized,police [112] wrong,instead [112] tx,privatized [112] library,tx [112] scrutinizing,books Top Word Pairs in Tweet in G3:
[92] library,association [82] american,library [74] #moms,#dads [71] sexharassed,breaking [70] #parenting,#moms [67] alalibrary,oif [66] school,libraries [63] lawn,boy [61] sexharassed,alalibrary [59] graphic,child Top Word Pairs in Tweet in G4:
[67] time,#sibertsmackdown [58] alalibrary,scholastic [57] scholastic,holocaustmuseum [56] chipublib,alalibrary [55] sljournal,chipublib [48] anyone,still [45] best,nonfiction [44] nonfiction,lists [44] thanksgiving,come [44] early,learned Top Word Pairs in Tweet in G5:
[20] bushfdn,alalibrary [17] historical,events [17] cataclysmic,fiction [17] ease,combining [17] artistic,ease [17] schewe,artistic [17] combining,familiar [17] events,cataclysmic [17] familiar,historical [17] exhilarating,pre Top Word Pairs in Tweet in G6:
[23] alianational,alalibrary [16] cilipinfo,alianational [15] arup,cilipinfo [8] urbanlibcouncil,culc_cbuc [7] naplesislib,urbanlibcouncil [7] aliasa_group,aliavic [7] aliavic,alianational [6] eblida,nexbib_eu [6] alalibrary,prediction [6] lizmcgettigan,eblida Top Word Pairs in Tweet in G7:
[11] dadephelan,gregabbott_tx [11] gop,texassenategop [11] mattrinalditx,austintxyrs [11] senategop,housegop [11] conceptualjames,iamlisalogan [11] claytravis,gopleader [11] unwokablepod,kellyske [11] jenn_mcw,couragehabit [11] sec_walters,unwokablepod [11] texassenategop,senategop Top Word Pairs in Tweet in G8:
[28] _dofd,penamerica [26] ncacensorship,alalibrary [23] moms,liberty [22] flfreedomread,ncacensorship [21] penamerica,flfreedomread [20] actually,read [20] book,banned [19] member,demands [19] kind,entitled [19] again,special Top Word Pairs in Tweet in G9:
[41] black,people [40] voices,black [40] alalibrary,ignored [40] time,alalibrary [40] florida,stand [40] people,having [40] ignored,voices [40] annual,florida [40] remember,time [40] having,annual Top Word Pairs in Tweet in G10:
[15] glaad,eff [15] kids,online [15] online,safety [15] aclu,glaad [15] safety,act [13] act,signed [13] eff,publicknowledge [13] publicknowledge,alalibrary [13] axios,letter [13] opposing,kids Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: