The graph represents a network of 6,350 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, 26 May 2022 at 03:38 UTC.
The requested start date was Thursday, 26 May 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 41-day, 19-hour, 42-minute period from Thursday, 14 April 2022 at 02:59 UTC to Wednesday, 25 May 2022 at 22:42 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 : 6350
Unique Edges : 7917
Edges With Duplicates : 15847
Total Edges : 23764
Number of Edge Types : 5
Retweet : 4718
MentionsInRetweet : 9373
Mentions : 7972
Tweet : 226
Replies to : 1475
Self-Loops : 281
Reciprocated Vertex Pair Ratio : 0.0304878048780488
Reciprocated Edge Ratio : 0.0591715976331361
Connected Components : 40
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 6306
Maximum Edges in a Connected Component : 23714
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.091314
Graph Density : 0.000343733218573698
Modularity : 0.42335
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,350 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, 26 May 2022 at 03:38 UTC.
The requested start date was Thursday, 26 May 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 41-day, 19-hour, 42-minute period from Thursday, 14 April 2022 at 02:59 UTC to Wednesday, 25 May 2022 at 22:42 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:
[832] public,library [802] banned,books [798] library,card [789] books,available [785] york,public [784] library,making [784] making,group [784] group,commonly [784] commonly,banned [784] available,nationwide Top Word Pairs in Tweet in G1:
[138] edrabinski,alalibrary [109] marxist,lesbian [107] collective,power [105] lesbian,believes [105] believes,collective [105] power,possible [105] possible,build [105] build,wielded [102] freedom,read [100] believe,marxist Top Word Pairs in Tweet in G2:
[779] public,library [779] books,available [778] york,public [778] library,making [778] making,group [778] group,commonly [778] commonly,banned [778] banned,books [778] available,nationwide [778] nationwide,library Top Word Pairs in Tweet in G3:
[454] alalibrary,tiffanyhaddish [337] tiffany,haddish [250] ongoing,#tigraygenocide [246] haddish,repeatedly [246] repeatedly,denied [246] denied,ongoing [244] library,workers [244] workers,need [244] need,know [244] know,tiffany Top Word Pairs in Tweet in G4:
[180] penamerica,alalibrary [176] diversebooks,penamerica [165] soontornvat,diversebooks [62] alalibrary,sent [62] sent,house [62] house,oversight [62] oversight,subcommittee [62] subcommittee,civil [62] civil,rights [62] rights,civil Top Word Pairs in Tweet in G5:
[314] library,association [312] american,library [310] avowed,marxist [310] elected,next [310] next,president [310] president,american [309] far,left [308] marxist,far [308] left,activist [308] activist,elected Top Word Pairs in Tweet in G6:
[65] librarians,take [65] take,note [60] ehanford,alalibrary [59] mstewartscience,librarians [48] #nonfiction,circulation [46] note,380 [46] 380,increase [46] increase,#nonfiction [46] circulation,making [46] making,simple Top Word Pairs in Tweet in G7:
[34] #moms,#dads [31] #parenting,#moms [24] mckinneyisd,alalibrary [21] fatturd_22,mckinneyisd [18] alalibrary,nehgov [18] graphic,child [18] sexharassed,1madmommabear [18] sexharassed,fatturd_22 [15] school,#librarians [15] 1madmommabear,fatturd_22 Top Word Pairs in Tweet in G8:
[28] industry,stand [28] stand,united [28] united,writing [28] writing,producing [28] producing,distributing [28] distributing,selling [28] selling,reading [27] bajekservices,industry [27] reading,ap [9] ababook,ibpa Top Word Pairs in Tweet in G9:
[22] university,public [22] public,librarians [22] librarians,take [22] take,note [22] note,institutions [22] institutions,being [22] being,manipulated [22] manipulated,corporate [22] corporate,backed [22] backed,fact Top Word Pairs in Tweet in G10:
[58] pura,belpre [57] co,naming [57] naming,110 [57] 110,street [57] latina,puerto [56] nyc,street [56] street,named [56] named,librarian [56] librarian,proud [56] proud,attend 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: