The graph represents a network of 6,054 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, 17 November 2022 at 04:38 UTC.
The requested start date was Thursday, 17 November 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 43-day, 11-hour, 31-minute period from Wednesday, 21 September 2022 at 10:35 UTC to Thursday, 03 November 2022 at 22:07 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 : 6054
Unique Edges : 8686
Edges With Duplicates : 15199
Total Edges : 23885
Number of Edge Types : 5
Retweet : 4663
MentionsInRetweet : 9669
Tweet : 386
Replies to : 1288
Mentions : 7879
Self-Loops : 418
Reciprocated Vertex Pair Ratio : 0.0348203769140165
Reciprocated Edge Ratio : 0.0672974318844704
Connected Components : 105
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 5924
Maximum Edges in a Connected Component : 23740
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.148926
Graph Density : 0.000383600844232951
Modularity : 0.411131
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 6,054 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, 17 November 2022 at 04:38 UTC.
The requested start date was Thursday, 17 November 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 43-day, 11-hour, 31-minute period from Wednesday, 21 September 2022 at 10:35 UTC to Thursday, 03 November 2022 at 22:07 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:
[601] 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:
[331] executive,board [329] sent,letter [328] well,alalibrary's [328] libraries,right [328] going,libraries [328] board,wrote [328] alalibrary's,executive [328] wrote,sent [328] right,well [328] things,going Top Word Pairs in Tweet in G2:
[165] alalibrary,oif [156] right,read [130] read,act [127] library,association [120] graphic,child [116] american,library [95] association,alalibrary [77] rights,challenge [77] parental,rights [77] act,indeed Top Word Pairs in Tweet in G3:
[95] 317,picture [95] #ya,books [95] books,bans [95] bans,included [95] nearly,banned [95] titles,#ya [95] banned,titles [95] included,317 [69] proud,stand [67] along,glaad Top Word Pairs in Tweet in G4:
[552] attention,issue [552] glad,see [552] major,press [552] more,major [552] see,more [552] premise,incorrect [552] issue,fundamental [552] press,attention [552] fundamental,premise [437] iâ,glad Top Word Pairs in Tweet in G5:
[169] alalibrary,congratulations [139] #ala_carnegie,medals [136] medals,excellence [133] 2023,#ala_carnegie [55] excellence,#fiction [41] excellence,#nonfiction [41] #nonfiction,longlist [40] kathrynschulz,alalibrary [39] alalibrary,wwnorton [38] edyong209,meghanor Top Word Pairs in Tweet in G6:
[30] 10,27 [25] join,mellonfdn [24] people,together [24] together,free [24] free,livestream [24] bring,people [24] #libraries,bring [24] livestream,event [21] traciedhall1,alalibrary [20] nation,#libraries Top Word Pairs in Tweet in G7:
[176] badassteachersa,thank [175] levarburton,standing [175] ali,velshi [175] burton,levarburton [175] velshi,alivelshi [175] levar,burton [175] alivelshi,featuring [175] #bannedbooksweek,ali [175] thank,levar [175] standing,#bannedbooksweek Top Word Pairs in Tweet in G8:
[4] library,association [4] american,library [3] library,workers [3] banned,books [2] association,looking [2] association,description [2] description,american [2] #bannedbooksweek,#uniteagainstbookbans [2] web,developer [2] books,#bannedbooksweek Top Word Pairs in Tweet in G9:
[14] ltlfreelibrary,bookshop_org [14] books,week [14] banned,books [14] harpercollins,children [14] children,books [14] books,partnered [14] week,harpercollins [14] partnered,ltlfreelibrary [10] freedom,read [7] bookshop_org,bannedbookswee Top Word Pairs in Tweet in G10:
[14] september,#librarycardsignupmonth [14] supporter,#myfirstlibrarycard [14] proud,supporter [14] #librarycardsignupmonth,libraryfoundsd [14] libraryfoundsd,proud [14] #myfirstlibrarycard,program [13] libraryfoundsd,september [13] alalibrary,callibassoc [11] sdpubliclibrary,alalibrary [9] alalibrary,ala_acrl Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: