The graph represents a network of 4,271 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 04:35 UTC.
The tweets in the network were tweeted over the 695-day, 4-hour, 22-minute period from Monday, 22 March 2021 at 20:37 UTC to Thursday, 16 February 2023 at 00:59 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 : 4271
Unique Edges : 6938
Edges With Duplicates : 13671
Total Edges : 20609
Number of Edge Types : 9
Retweet : 2975
MentionsInRetweet : 6251
MentionsInReplyTo : 7364
Replies to : 1464
Mentions : 1564
Quote : 265
MentionsInQuote : 478
MentionsInQuoteReply : 54
Tweet : 194
Self-Loops : 476
Reciprocated Vertex Pair Ratio : 0.0472936522208236
Reciprocated Edge Ratio : 0.0903159340659341
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 4266
Maximum Edges in a Connected Component : 20604
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.875697
Graph Density : 0.000638695587089444
Modularity : 0.3845
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,271 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 04:35 UTC.
The tweets in the network were tweeted over the 695-day, 4-hour, 22-minute period from Monday, 22 March 2021 at 20:37 UTC to Thursday, 16 February 2023 at 00:59 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:
[212] sexharassed,alalibrary [171] youth,media [170] american,library [166] library,association [150] collegeboard,mccarthyite [150] american,writers [150] protest,collegeboard [150] canonical,american [150] letter,protest [150] submitted,letter Top Word Pairs in Tweet in G1:
[108] alalibrary,books [106] access,books [106] tools,understanding [106] complex,issues [106] people's,access [106] young,people's [106] protect,life's [106] issues,limiting [106] limiting,young [106] books,tools Top Word Pairs in Tweet in G2:
[99] newbery,honor [77] alalibrary,candlewick [70] hilzjenkins,alalibrary [70] honor,book [70] harpercollins,hilzjenkins [66] soontornvat,alalibrary [65] everyone,randomhousekids [64] randomhousekids,helped [64] last,night [64] rleskildsen,everyone Top Word Pairs in Tweet in G3:
[212] sexharassed,alalibrary [149] alalibrary,moms4liberty [148] moms4liberty,noleftturnus [144] noleftturnus,massresistance [138] massresistance,safelibraries [132] pittparents,sexharassed [118] xvanfleet,alalibrary [102] couragehabit,pittparents [98] moms4libertywc,couragehabit [94] safelibraries,eitc_official Top Word Pairs in Tweet in G4:
[24] ala,president [23] series,join [23] first,session [23] 23,baker [23] baker,diversity [23] diversity,lecture [23] join,first [23] session,ala [23] lecture,series [23] spring,23 Top Word Pairs in Tweet in G5:
[21] beautiful,language [21] important,stories [21] stories,sad [21] sad,furious [21] award,winners [21] furious,#bookssavelives [21] #bookssavelives,literally [21] language,important [21] winners,beautiful [20] marie_masferrer,award Top Word Pairs in Tweet in G6:
[149] canonical,american [149] mainstream,canonical [149] censoring,mainstream [149] american,writers [149] submitted,letter [149] mccarthyite,censoring [149] protest,collegeboard [149] letter,protest [149] collegeboard,mccarthyite [148] cathyndavidson,submitted Top Word Pairs in Tweet in G7:
[3] wcl_library,uoftlibraries [3] bodleianlibs,amlibraries [3] contracostalib,bodleianlibs [3] #libraries,#books [3] cornell_library,essexlibraries [3] librarycongress,britishlibrary [3] amlibraries,cornell_library [3] britishlibrary,alalibrary [3] uoftlibraries,unlibrary [3] silibraries,wcl_library Top Word Pairs in Tweet in G8:
[21] alalibrary,#alayma [20] banned,books [20] anidifranco,#liblearnx23 [20] alalibrary,thank [20] award,winners [19] books,shelves [19] those,banned [19] librarians,putting [19] shelves,anidifranco [19] putting,those Top Word Pairs in Tweet in G9:
[78] association,tremendous [78] tremendous,honor [78] library,association [78] honor,displaying [78] thank,american [78] american,library [78] medal,tact [78] displaying,medal [77] jennettemccurdy,thank [2] jennette,mccurdy Top Word Pairs in Tweet in G10:
[7] winner,csk [7] alalibrary,standing [7] illustrator,award [7] standing,need [7] csk,illustrator [7] award,alalibrary [7] congratulations,franknorrison_ [7] franknorrison_,winner [6] permaboundbooks,congratulations [6] need,praye Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: