The graph represents a network of 4,224 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 04:35 UTC.
The tweets in the network were tweeted over the 2389-day, 5-hour, 31-minute period from Monday, 27 June 2016 at 19:27 UTC to Thursday, 12 January 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 : 4224
Unique Edges : 5895
Edges With Duplicates : 13199
Total Edges : 19094
Number of Edge Types : 9
Replies to : 1115
MentionsInReplyTo : 4838
Retweet : 3110
MentionsInRetweet : 6479
Quote : 332
MentionsInQuote : 736
Tweet : 335
Mentions : 1918
MentionsInQuoteReply : 231
Self-Loops : 778
Reciprocated Vertex Pair Ratio : 0.0401376146788991
Reciprocated Edge Ratio : 0.0771775082690187
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 4213
Maximum Edges in a Connected Component : 19077
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.926368
Graph Density : 0.000559313087062909
Modularity : 0.371739
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,224 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 04:35 UTC.
The tweets in the network were tweeted over the 2389-day, 5-hour, 31-minute period from Monday, 27 June 2016 at 19:27 UTC to Thursday, 12 January 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:
[234] public,library [178] public,domain [174] january,2023 [172] enter,public [171] virginia,woolf [170] 1927,enter [170] domain,including [170] copyrighted,works [170] works,virginia [170] including,works Top Word Pairs in Tweet in G1:
[172] public,domain [166] enter,public [165] virginia,woolf [164] copyrighted,works [164] including,works [164] 2023,copyrighted [164] domain,including [164] january,2023 [164] woolf,arthur [164] 1927,enter Top Word Pairs in Tweet in G2:
[81] library,association [77] sexually,inappropriate [77] american,library [69] #moms,#dads [66] school,libraries [64] lawn,boy [64] #parenting,#moms [62] inappropriate,material [61] sexharassed,alalibrary [57] alalibrary,oif Top Word Pairs in Tweet in G3:
[132] public,library [118] police,officer [115] officer,behind [115] library,tx [115] behind,desk [114] desk,scrutinizing [114] scrutinizing,books [114] wrong,instead [114] books,wrong [114] tx,privatized Top Word Pairs in Tweet in G4:
[42] time,#sibertsmackdown [34] still,time [26] #nonfiction,#kidslovenonfiction [26] #sibertsmackdown,#nonfiction [26] #kidslovenonfiction,alalibrary [25] mstewartscience,still [20] alalibrary,wea [18] tiktok,dallaslibrary [18] panel,library [18] library,tiktok Top Word Pairs in Tweet in G5:
[12] librarycongress,alalibrary [7] britishlibrary,nypl [7] nypl,libraryjournal [7] #libraries,#librariestransform [6] #libraries,#librarians [6] alalibrary,wdlorg [6] aasl,librarycongress [6] librarycongress,fermatslibrary [6] fermatslibrary,britishlibrary [5] agree,more Top Word Pairs in Tweet in G6:
[23] alianational,alalibrary [16] cilipinfo,alianational [15] arup,cilipinfo [8] next,#wjwebinar [8] alalibrary's,library [8] #wjwebinar,members [8] members,alalibrary's [8] library,services [8] please,join [8] services,dementia Top Word Pairs in Tweet in G7:
[16] historical,events [16] cataclysmic,fiction [16] ease,combining [16] artistic,ease [16] schewe,artistic [16] combining,familiar [16] events,cataclysmic [16] familiar,historical [16] exhilarating,pre [16] fiction,exhilarating Top Word Pairs in Tweet in G8:
[58] library,workers [39] aasl,alalibrary [32] school,library [32] school,librarians [32] night,aasl [32] librarians,school [32] very,clear [32] alalibrary,school [32] last,night [32] conversations,last Top Word Pairs in Tweet in G9:
[75] libraries,bicycles [75] people,forward [75] forward,without [75] wasting,anything [75] move,people [75] bicycles,both [75] without,wasting [75] favorite,things [75] both,move [75] two,favorite Top Word Pairs in Tweet in G10:
[11] alalibrary,lewisdferebee [11] mayorbowser,dcpublicschools [11] dcpublicschools,dcpschancellor [11] dcpschancellor,alalibrary [10] cmcharlesallen,paynedcps [10] seccardona,chmnmendelson [10] laurameckler,elissanadworny [10] charlesallen,cmcharlesallen [10] elissanadworny,seccardona [8] lewisdferebee,charlesallen 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 G8:
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: