The graph represents a network of 3,945 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 04:36 UTC.
The tweets in the network were tweeted over the 1428-day, 5-hour, 53-minute period from Wednesday, 13 March 2019 at 18:50 UTC to Thursday, 09 February 2023 at 00:43 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 : 3945
Unique Edges : 6861
Edges With Duplicates : 12682
Total Edges : 19543
Number of Edge Types : 9
Retweet : 2604
MentionsInRetweet : 5518
MentionsInReplyTo : 7300
Replies to : 1631
MentionsInQuote : 457
Mentions : 1378
Quote : 394
MentionsInQuoteReply : 90
Tweet : 171
Self-Loops : 386
Reciprocated Vertex Pair Ratio : 0.0460709474629546
Reciprocated Edge Ratio : 0.0880837912087912
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 3938
Maximum Edges in a Connected Component : 19535
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.828773
Graph Density : 0.000748630381744936
Modularity : 0.384588
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,945 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 04:36 UTC.
The tweets in the network were tweeted over the 1428-day, 5-hour, 53-minute period from Wednesday, 13 March 2019 at 18:50 UTC to Thursday, 09 February 2023 at 00:43 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:
[250] youth,media [202] media,awards [186] honor,book [162] alalibrary,candlewick [149] collegeboard,mccarthyite [149] american,writers [149] protest,collegeboard [149] canonical,american [149] letter,protest [149] submitted,letter Top Word Pairs in Tweet in G1:
[145] youth,media [119] media,awards [103] award,winners [78] alalibrary,youth [72] #alayma,#liblearnx23 [70] alalibrary,#alayma [67] correct,pronunciation [67] presenters,day [67] alalibrary,presenters [67] dear,alalibrary Top Word Pairs in Tweet in G2:
[142] alalibrary,candlewick [126] alalibrary,randomhousekids [125] soontornvat,alalibrary [118] newbery,honor [111] ala_apala,alalibrary [107] reformanational,alalibrary [96] lisayee1,alalibrary [93] last,night [93] girl,scout [91] cookies,bet Top Word Pairs in Tweet in G3:
[111] alalibrary,oif [107] holocaustmuseum,edlawcenterpa [107] cbsdschools,eliewieselfdn [107] savecbsd,holocaustmuseum [107] eliewieselfdn,savecbsd [106] edlawcenterpa,alalibrary [97] xvanfleet,alalibrary [97] oif,aclupa [74] buckscobeacon,cbsdschools [61] alalibrary,2023 Top Word Pairs in Tweet in G4:
[78] stonewall,honor [70] honor,book [64] alalibrary,glbtrt [61] harpercollins,hilzjenkins [61] hilzjenkins,alalibrary [58] glbtrt,susanhawk [58] harperstacks,scbwimidsouth [57] susanhawk,harperchildrens [57] harperchildrens,harperstacks [38] lbschool,jodiesque Top Word Pairs in Tweet in G5:
[148] canonical,american [148] mainstream,canonical [148] censoring,mainstream [148] american,writers [148] submitted,letter [148] mccarthyite,censoring [148] protest,collegeboard [148] letter,protest [148] collegeboard,mccarthyite [147] cathyndavidson,submitted Top Word Pairs in Tweet in G6:
[7] librarian,alalibrary [7] pre,teens [7] ease,combining [7] exhilarating,pre [7] children,librarian [7] schewe,artistic [7] events,cataclysmic [7] alalibrary,#scifi [7] libraryjournal,realkevinschewe [7] teens,seniors Top Word Pairs in Tweet in G7:
[36] coretta,scott [36] scott,king [32] gratitude,tremendous [32] thank,alalibrary [32] honor,thank [32] awards,jury [32] tremendous,honor [32] king,book [32] alalibrary,coretta [32] much,joy Top Word Pairs in Tweet in G8:
[76] association,tremendous [76] tremendous,honor [76] library,association [76] honor,displaying [76] thank,american [76] american,library [76] medal,tact [76] displaying,medal [75] jennettemccurdy,thank Top Word Pairs in Tweet in G9:
[13] davidobowles,alalibrary [10] ala_rusa,alalibrary [10] notable,book [9] lindasuepark,davidobowles [8] alalibrary,prhaudio [8] carolchinz,lindasuepark [6] named,notable [6] honored,elsewhere [6] elsewhere,named [6] book,ala_rusa Top Word Pairs in Tweet in G10:
[4] newbooksplease,smartkidsbooks [4] greendragonboo2,ventorrosp [4] vipreading,watharrow [4] storymonsters,vipreading [4] watharrow,nextpagebooksuk [4] smartkidsbooks,greendragonboo2 [4] nextpagebooksuk,newbooksplease [3] brown,university [3] alalibrary,berlin_dbv [3] publishing,lessons 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 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 G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: