The graph represents a network of 6,256 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, 02 June 2022 at 03:38 UTC.
The requested start date was Thursday, 02 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 48-day, 4-hour, 19-minute period from Thursday, 14 April 2022 at 19:33 UTC to Wednesday, 01 June 2022 at 23:53 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 : 6256
Unique Edges : 8506
Edges With Duplicates : 16167
Total Edges : 24673
Number of Edge Types : 5
Replies to : 1505
Retweet : 4559
MentionsInRetweet : 9500
Mentions : 8846
Tweet : 263
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.036634518497193
Reciprocated Edge Ratio : 0.0706797195028813
Connected Components : 50
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 6197
Maximum Edges in a Connected Component : 24602
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.071594
Graph Density : 0.000368068716382393
Modularity : 0.418629
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,256 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, 02 June 2022 at 03:38 UTC.
The requested start date was Thursday, 02 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 48-day, 4-hour, 19-minute period from Thursday, 14 April 2022 at 19:33 UTC to Wednesday, 01 June 2022 at 23:53 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:
[524] public,library [495] banned,books [491] library,card [482] books,available [478] york,public [477] library,making [477] making,group [477] group,commonly [477] commonly,banned [477] available,nationwide Top Word Pairs in Tweet in G1:
[101] freedom,read [94] raise,voice [93] everyone's,freedom [92] voice,everyone's [91] make,decisions [90] trust,individuals [90] individuals,make [90] decisions,raise [83] #uniteagainstbookbans,alalibrary [66] read,join Top Word Pairs in Tweet in G2:
[454] alalibrary,tiffanyhaddish [339] tiffany,haddish [252] ongoing,#tigraygenocide [248] haddish,repeatedly [248] repeatedly,denied [248] denied,ongoing [246] library,workers [246] workers,need [246] need,know [246] know,tiffany Top Word Pairs in Tweet in G3:
[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 G4:
[474] public,library [474] books,available [473] york,public [473] library,making [473] making,group [473] group,commonly [473] commonly,banned [473] banned,books [473] available,nationwide [473] nationwide,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 [308] far,left [307] marxist,far [307] left,activist [307] activist,elected Top Word Pairs in Tweet in G6:
[87] edrabinski,alalibrary [43] collective,power [41] marxist,lesbian [41] lesbian,believes [41] believes,collective [41] power,possible [41] possible,build [41] build,wielded [36] believe,marxist [35] edrabinski,believe Top Word Pairs in Tweet in G7:
[46] number,alalibrary [46] alalibrary,2021 [46] 2021,banned [46] banned,book [46] book,list [46] list,adamant [46] adamant,kids [46] kids,reading [46] reading,see [46] see,graphic Top Word Pairs in Tweet in G8:
[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 G9:
[55] pura,belpre [54] co,naming [54] naming,110 [54] 110,street [54] latina,puerto [53] nyc,street [53] street,named [53] named,librarian [53] librarian,proud [53] proud,attend Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: