The graph represents a network of 6,549 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, 19 May 2022 at 03:37 UTC.
The requested start date was Thursday, 19 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 35-day, 2-hour, 27-minute period from Wednesday, 13 April 2022 at 21:33 UTC to Thursday, 19 May 2022 at 00:00 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 : 6549
Unique Edges : 7270
Edges With Duplicates : 15355
Total Edges : 22625
Number of Edge Types : 5
Mentions : 7222
Retweet : 4908
MentionsInRetweet : 8882
Tweet : 201
Replies to : 1412
Self-Loops : 252
Reciprocated Vertex Pair Ratio : 0.0288401741293532
Reciprocated Edge Ratio : 0.0560634680770684
Connected Components : 40
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 6501
Maximum Edges in a Connected Component : 22567
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.138561
Graph Density : 0.000308631524787577
Modularity : 0.433254
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,549 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, 19 May 2022 at 03:37 UTC.
The requested start date was Thursday, 19 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 35-day, 2-hour, 27-minute period from Wednesday, 13 April 2022 at 21:33 UTC to Thursday, 19 May 2022 at 00:00 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:
[1178] public,library [1150] banned,books [1145] library,card [1137] books,available [1133] york,public [1132] library,making [1132] making,group [1132] group,commonly [1132] commonly,banned [1132] available,nationwide Top Word Pairs in Tweet in G1:
[218] marxist,lesbian [217] collective,power [214] lesbian,believes [214] believes,collective [214] power,possible [214] possible,build [214] build,wielded [209] believe,marxist [208] edrabinski,believe [179] edrabinski,alalibrary Top Word Pairs in Tweet in G2:
[1117] public,library [1117] banned,books [1117] books,available [1116] york,public [1116] library,making [1116] making,group [1116] group,commonly [1116] commonly,banned [1116] available,nationwide [1116] nationwide,library Top Word Pairs in Tweet in G3:
[447] alalibrary,tiffanyhaddish [314] tiffany,haddish [227] ongoing,#tigraygenocide [223] haddish,repeatedly [223] repeatedly,denied [223] denied,ongoing [221] library,workers [221] workers,need [221] need,know [221] know,tiffany Top Word Pairs in Tweet in G4:
[53] book,bans [51] alalibrary,uabookbans [42] alalibrary,oif [39] alalibrary,aasl [38] intellectual,freedom [35] right,read [34] ala,president [31] relief,fund [31] president,votepattywong [31] ukraine,library 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:
[61] librarians,take [61] take,note [60] ehanford,alalibrary [57] mstewartscience,librarians [49] #nonfiction,circulation [47] note,380 [47] 380,increase [47] increase,#nonfiction [47] circulation,making [47] making,simple Top Word Pairs in Tweet in G7:
[29] #moms,#dads [26] #parenting,#moms [24] mckinneyisd,alalibrary [21] fatturd_22,mckinneyisd [18] alalibrary,nehgov [18] sexharassed,1madmommabear [18] sexharassed,fatturd_22 [17] graphic,child [15] sexharassed,librarians [15] 1madmommabear,fatturd_22 Top Word Pairs in Tweet in G8:
[21] university,public [21] public,librarians [21] librarians,take [21] take,note [21] note,institutions [21] institutions,being [21] being,manipulated [21] manipulated,corporate [21] corporate,backed [21] backed,fact Top Word Pairs in Tweet in G9:
[81] industry,stand [81] stand,united [81] united,writing [81] writing,producing [81] producing,distributing [81] distributing,selling [81] selling,reading [80] bajekservices,industry [80] reading,ap [18] ababook,ibpa Top Word Pairs in Tweet in G10:
[61] pura,belpre [60] co,naming [60] naming,110 [60] 110,street [60] latina,puerto [59] nyc,street [59] street,named [59] named,librarian [59] librarian,proud [59] 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:
Top Tweeters in G1:
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Top Tweeters in G10: