The graph represents a network of 5,724 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, 23 June 2022 at 03:39 UTC.
The requested start date was Thursday, 23 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 57-day, 9-hour, 19-minute period from Tuesday, 26 April 2022 at 14:13 UTC to Wednesday, 22 June 2022 at 23:32 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 : 5724
Unique Edges : 9056
Edges With Duplicates : 16602
Total Edges : 25658
Number of Edge Types : 5
Replies to : 1729
Mentions : 10309
Retweet : 4074
MentionsInRetweet : 9226
Tweet : 320
Self-Loops : 381
Reciprocated Vertex Pair Ratio : 0.0481468154012235
Reciprocated Edge Ratio : 0.0918703652842626
Connected Components : 46
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 5671
Maximum Edges in a Connected Component : 25604
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.985934
Graph Density : 0.000444587552549797
Modularity : 0.395539
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,724 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, 23 June 2022 at 03:39 UTC.
The requested start date was Thursday, 23 June 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 57-day, 9-hour, 19-minute period from Tuesday, 26 April 2022 at 14:13 UTC to Wednesday, 22 June 2022 at 23:32 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:
[342] alalibrary,tiffanyhaddish [205] tiffany,haddish [182] penamerica,alalibrary [180] library,association [177] diversebooks,penamerica [166] soontornvat,diversebooks [147] library,workers [140] right,read [124] need,know [122] denied,ongoing Top Word Pairs in Tweet in G1:
[61] star,wars [59] library,association [51] ukraine,library [49] happy,star [49] wars,day [49] day,alalibrary [48] silwani4scifi,happy [46] read,poster [39] challenged,books [38] select,theaters Top Word Pairs in Tweet in G2:
[181] penamerica,alalibrary [177] diversebooks,penamerica [166] soontornvat,diversebooks [71] book,bans [66] right,read [62] alalibrary,sent [62] sent,house [62] house,oversight [62] oversight,subcommittee [62] subcommittee,civil Top Word Pairs in Tweet in G3:
[82] job,alalibrary [81] great,job [80] #moms,#dads [80] alalibrary,screening [80] screening,child [80] child,predators [77] #parenting,#moms [75] predators,reading [69] reading,libraries [61] libraries,takes Top Word Pairs in Tweet in G4:
[342] alalibrary,tiffanyhaddish [203] tiffany,haddish [120] denied,ongoing [119] library,workers [119] workers,need [119] need,know [119] know,tiffany [119] haddish,repeatedly [119] repeatedly,denied [119] ongoing,#tigraygenocide Top Word Pairs in Tweet in G5:
[67] librarians,take [67] take,note [63] ehanford,alalibrary [60] mstewartscience,librarians [47] #nonfiction,circulation [45] note,380 [45] 380,increase [45] increase,#nonfiction [45] circulation,making [45] making,simple Top Word Pairs in Tweet in G6:
[20] edrabinski,alalibrary [20] women,librarianship [17] alalibrary,annual [16] zine,pavilion [16] pavilion,alalibrary [16] litwinbooks,alalibrary [15] anticipation,zine [15] reformanational,alalibrary [15] hi,#librarytwitter [15] #librarytwitter,mutual Top Word Pairs in Tweet in G7:
[61] alexander_tin,whitehouse [38] alalibrary,childmuseums [37] whitehouse,alalibrary [34] kids,under [33] whitehouse,rolling [33] rolling,details [33] details,today [33] today,plan [33] plan,roll [33] roll,promote Top Word Pairs in Tweet in G8:
[24] atillahunor,garlandnixon [24] garlandnixon,doitformama [22] university,public [22] public,librarians [22] librarians,take [22] take,note [22] note,institutions [22] institutions,being [22] being,manipulated [22] manipulated,corporate Top Word Pairs in Tweet in G9:
[26] smh_historians,alalibrary [26] sela_libraries,ala_acrl [26] ala_acrl,shafrhistorians [25] alalibrary,ahahistorians [24] ahahistorians,sela_libraries [18] modscholarpod,smh_historians [10] états,unis [7] actualitte,états [5] alalibrary,ala_acrl [5] unis,riposte Top Word Pairs in Tweet in G10:
[45] right,read [36] librarians,especially [36] especially,school [36] school,public [36] public,being [36] being,harassed [36] harassed,threatened [36] threatened,daily [36] daily,basis [36] basis,coordinated Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: