The graph represents a network of 5,931 Twitter users whose tweets in the requested range contained "ALALibrary", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 December 2022 at 04:42 UTC.
The requested start date was Thursday, 15 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 72-day, 7-hour, 31-minute period from Monday, 03 October 2022 at 16:21 UTC to Wednesday, 14 December 2022 at 23:53 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 5931
Unique Edges : 8589
Edges With Duplicates : 16363
Total Edges : 24952
Number of Edge Types : 5
Mentions : 10501
Replies to : 1715
Retweet : 4135
MentionsInRetweet : 8120
Tweet : 481
Self-Loops : 507
Reciprocated Vertex Pair Ratio : 0.0474287032054731
Reciprocated Edge Ratio : 0.0905621605753706
Connected Components : 89
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 5825
Maximum Edges in a Connected Component : 24853
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.243422
Graph Density : 0.000387423327797496
Modularity : 0.385828
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,931 Twitter users whose tweets in the requested range contained "ALALibrary", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 15 December 2022 at 04:42 UTC.
The requested start date was Thursday, 15 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 72-day, 7-hour, 31-minute period from Monday, 03 October 2022 at 16:21 UTC to Wednesday, 14 December 2022 at 23:53 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[602] see,more [600] attention,issue [599] fundamental,premise [599] more,major [599] glad,see [599] issue,fundamental [599] press,attention [599] major,press [599] premise,incorrect [479] iâ,glad Top Word Pairs in Tweet in G1:
[223] medals,excellence [195] 2023,#ala_carnegie [188] #ala_carnegie,medals [173] alalibrary,congratulations [86] excellence,#fiction [74] learn,more [70] andrew,carnegie [62] 2023,andrew [61] #fiction,longlist [56] carnegie,medals Top Word Pairs in Tweet in G2:
[159] right,read [142] library,association [134] read,act [130] american,library [116] association,alalibrary [107] graphic,child [99] alalibrary,oif [81] rights,challenge [81] parental,rights [81] act,indeed Top Word Pairs in Tweet in G3:
[56] book,bans [46] right,read [43] bans,join [43] support,right [43] time,unite [43] alalibrary,support [43] unite,against [43] join,alalibrary [43] against,book [43] library,workers Top Word Pairs in Tweet in G4:
[564] attention,issue [564] glad,see [564] major,press [564] more,major [564] see,more [564] premise,incorrect [564] issue,fundamental [564] press,attention [564] fundamental,premise [445] iâ,glad Top Word Pairs in Tweet in G5:
[87] alalibrary,aasl [62] aasl,alalibrary [57] lms_united,alalibrary [48] found,nearly [48] 317,picture [48] recent,#bannedintheusa [48] #ya,books [48] books,bans [48] bans,included [48] nearly,banned Top Word Pairs in Tweet in G6:
[30] fi,thriller [30] deep,dives [30] dives,dharma [30] thriller,requires [30] charming,heavily [30] sci,fi [30] requires,deep [30] influenced,sci [29] dharma,kirkus [28] kirkus,reviews Top Word Pairs in Tweet in G7:
[66] time,#sibertsmackdown [59] alalibrary,scholastic [57] scholastic,holocaustmuseum [56] chipublib,alalibrary [55] sljournal,chipublib [47] best,nonfiction [46] nonfiction,lists [46] thanksgiving,come [46] early,learned [46] come,early Top Word Pairs in Tweet in G8:
[11] jenn_mcw,couragehabit [11] claytravis,gopleader [11] moms4liberty,conceptualjames [11] danforthjb,alalibrary [11] couragehabit,sec_walters [11] alalibrary,moms4liberty [11] gopleader,gop [11] dadephelan,gregabbott_tx [11] mattrinalditx,austintxyrs [11] texasgopvote,dadephelan Top Word Pairs in Tweet in G9:
[31] 10,27 [26] join,mellonfdn [24] free,livestream [24] livestream,event [24] together,free [24] people,together [24] traciedhall1,alalibrary [24] #libraries,bring [24] bring,people [23] tracie,hall Top Word Pairs in Tweet in G10:
[57] medals,excellence [39] kathrynschulz,alalibrary [38] alalibrary,wwnorton [37] edyong209,meghanor [36] meghanor,adacalhoun [36] adacalhoun,kathrynschulz [33] andrew,carnegie [33] celadonbooks,carnegiecorp [33] carnegiecorp,alalibrary [32] carnegie,medals 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 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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: