The graph represents a network of 4,340 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 1527-day, 1-hour, 57-minute period from Tuesday, 08 January 2019 at 22:03 UTC to Thursday, 16 March 2023 at 00:00 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 : 4340
Unique Edges : 7401
Edges With Duplicates : 14121
Total Edges : 21522
Number of Edge Types : 9
Retweet : 2952
MentionsInRetweet : 6436
Mentions : 1865
MentionsInReplyTo : 7648
Replies to : 1249
Quote : 331
Tweet : 298
MentionsInQuote : 663
MentionsInQuoteReply : 80
Self-Loops : 702
Reciprocated Vertex Pair Ratio : 0.0396243291592129
Reciprocated Edge Ratio : 0.0762281682870171
Connected Components : 8
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 4326
Maximum Edges in a Connected Component : 21482
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.940886
Graph Density : 0.000617218391121996
Modularity : 0.402836
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,340 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 1527-day, 1-hour, 57-minute period from Tuesday, 08 January 2019 at 22:03 UTC to Thursday, 16 March 2023 at 00:00 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:
[309] sexharassed,alalibrary [201] noleftturnus,massresistance [195] american,library [194] massresistance,safelibraries [192] library,association [191] alalibrary,moms4liberty [185] moms4liberty,noleftturnus [181] pittparents,sexharassed [167] graphic,novels [164] sarahhuckabee,arifleischer Top Word Pairs in Tweet in G1:
[113] graphic,novels [89] american,library [88] library,association [86] association,alalibrary [84] selected,four [84] extraordinary,marvel [84] four,extraordinary [84] alalibrary,selected [84] best,2022 [84] novels,best Top Word Pairs in Tweet in G2:
[59] book,bans [55] ala,president [48] right,read [43] executive,director [42] top,ten [41] 2022,best [39] president,lessa4libraries [37] edrabinski,alalibrary [36] ten,list [36] named,top Top Word Pairs in Tweet in G3:
[303] sexharassed,alalibrary [201] noleftturnus,massresistance [194] massresistance,safelibraries [190] alalibrary,moms4liberty [185] moms4liberty,noleftturnus [181] pittparents,sexharassed [145] safelibraries,eitc_official [110] couragehabit,pittparents [104] moms4libertywc,couragehabit [77] library,association Top Word Pairs in Tweet in G4:
[12] pre,teens [12] ease,combining [12] exhilarating,pre [12] schewe,artistic [12] events,cataclysmic [12] combining,familiar [12] historical,events [12] familiar,historical [12] artistic,ease [12] cataclysmic,fiction Top Word Pairs in Tweet in G5:
[164] sarahhuckabee,arifleischer [164] tobykeith,annakendrick47 [164] whitesnake,alalibrary [164] arifleischer,whitesnake [164] jrpsaki,sarahhuckabee [164] alalibrary,tobykeith [164] k_jeanpierre,jrpsaki [152] kendricklamar,aldridge_12 [152] annakendrick47,kendricklamar [149] 3yearletterman,k_jeanpierre Top Word Pairs in Tweet in G6:
[45] aasl,alalibrary [33] school,librarians [23] certified,school [22] jobs,certified [22] required,jobs [22] assistants,required [22] school,districts [22] abusing,teaching [22] stop,abusing [22] districts,stop Top Word Pairs in Tweet in G7:
[94] book,banning [93] wing,book [93] freedom,right [93] banning,efforts [93] waging,lonely [93] lonely,scary [93] intellectual,freedom [93] re,waging [93] fight,intellectual [93] right,wing Top Word Pairs in Tweet in G8:
[16] alalibrary,arlnews [11] joined,alalibrary [11] celebrate,#fairuseweek [11] asking,supreme [11] organizations,asking [11] arlnews,library [11] supreme,court [11] library,organizations [11] alliance,arlnews [11] copyright,alliance Top Word Pairs in Tweet in G9:
[5] banned,books [3] aftunion,neatoday [3] sunsentinel,tb_times [2] scribnerbooks,harpercollins [2] change,planet [2] chrismurphyct,miamiherald [2] eco,bookworms [2] club,back [2] sandyhook,chrismurphyct [2] written,soontornvat Top Word Pairs in Tweet in G10:
[23] stop,marxist [23] immigrants,speak [23] marxist,takeover [23] week,stop [23] thank,joining [23] speak,week [23] libraries,thank [23] takeover,libraries [22] lily4liberty,immigrants [20] uabookbans,alalibrary Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: