The graph represents a network of 5,945 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, 22 December 2022 at 04:40 UTC.
The requested start date was Thursday, 22 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 77-day, 23-hour, 1-minute period from Wednesday, 05 October 2022 at 00:50 UTC to Wednesday, 21 December 2022 at 23:52 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 : 5945
Unique Edges : 9239
Edges With Duplicates : 16357
Total Edges : 25596
Number of Edge Types : 5
Retweet : 4041
MentionsInRetweet : 8334
Mentions : 10980
Replies to : 1745
Tweet : 496
Self-Loops : 524
Reciprocated Vertex Pair Ratio : 0.046769456681351
Reciprocated Edge Ratio : 0.0893596128217718
Connected Components : 74
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 5855
Maximum Edges in a Connected Component : 25515
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.153726
Graph Density : 0.000403457218310058
Modularity : 0.388636
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,945 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, 22 December 2022 at 04:40 UTC.
The requested start date was Thursday, 22 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 77-day, 23-hour, 1-minute period from Wednesday, 05 October 2022 at 00:50 UTC to Wednesday, 21 December 2022 at 23:52 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:
[309] see,more [307] attention,issue [306] fundamental,premise [306] more,major [306] glad,see [306] issue,fundamental [306] press,attention [306] major,press [306] premise,incorrect [303] medals,excellence Top Word Pairs in Tweet in G1:
[218] medals,excellence [195] 2023,#ala_carnegie [188] #ala_carnegie,medals [174] alalibrary,congratulations [86] excellence,#fiction [77] learn,more [65] andrew,carnegie [61] #fiction,longlist [60] 2023,andrew [59] library,workers Top Word Pairs in Tweet in G2:
[158] right,read [134] read,act [132] library,association [121] american,library [107] association,alalibrary [102] graphic,child [101] alalibrary,oif [81] rights,challenge [81] parental,rights [81] act,indeed Top Word Pairs in Tweet in G3:
[75] library,workers [65] book,bans [50] right,read [46] bans,join [46] support,right [46] time,unite [46] alalibrary,support [46] unite,against [46] join,alalibrary [46] against,book Top Word Pairs in Tweet in G4:
[88] alalibrary,aasl [82] aasl,alalibrary [57] lms_united,alalibrary [50] found,nearly [50] 317,picture [50] recent,#bannedintheusa [50] #ya,books [50] books,bans [50] bans,included [50] nearly,banned Top Word Pairs in Tweet in G5:
[296] attention,issue [296] glad,see [296] major,press [296] more,major [296] see,more [296] premise,incorrect [296] issue,fundamental [296] press,attention [296] fundamental,premise [176] iâ,glad Top Word Pairs in Tweet in G6:
[66] time,#sibertsmackdown [59] alalibrary,scholastic [57] scholastic,holocaustmuseum [56] chipublib,alalibrary [55] sljournal,chipublib [47] best,nonfiction [46] early,learned [46] learned,tower [46] thanksgiving,come [46] nonfiction,lists Top Word Pairs in Tweet in G7:
[28] sci,fi [28] fi,thriller [28] dives,dharma [28] requires,deep [28] influenced,sci [28] charming,heavily [28] thriller,requires [28] deep,dives [27] dharma,kirkus [26] kirkus,reviews Top Word Pairs in Tweet in G8:
[11] dadephelan,gregabbott_tx [11] gop,texassenategop [11] mattrinalditx,austintxyrs [11] senategop,housegop [11] conceptualjames,iamlisalogan [11] claytravis,gopleader [11] unwokablepod,kellyske [11] jenn_mcw,couragehabit [11] sec_walters,unwokablepod [11] texassenategop,senategop Top Word Pairs in Tweet in G9:
[30] 10,27 [25] join,mellonfdn [24] traciedhall1,alalibrary [23] free,livestream [23] livestream,event [23] together,free [23] people,together [23] #libraries,bring [23] bring,people [23] tracie,hall Top Word Pairs in Tweet in G10:
[13] aftunion,pftlocal3 [11] alalibrary,aasl [9] pftlocal3,alalibrary [9] musiclibassoc,librarianprblms [8] aasl,musiclibassoc [8] oif,alalibrary [7] alalibrary,oif [6] alalibrary,ncacensorship [5] ncacensorship,oif [5] alyssa_milano,aftunion Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: