The graph represents a network of 6,083 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, 09 June 2022 at 03:40 UTC.
The requested start date was Thursday, 09 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 53-day, 7-hour, 32-minute period from Saturday, 16 April 2022 at 16:03 UTC to Wednesday, 08 June 2022 at 23:35 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 : 6083
Unique Edges : 8970
Edges With Duplicates : 16249
Total Edges : 25219
Number of Edge Types : 5
Replies to : 1564
Mentions : 9329
MentionsInRetweet : 9668
Retweet : 4365
Tweet : 293
Self-Loops : 362
Reciprocated Vertex Pair Ratio : 0.0392960633260301
Reciprocated Edge Ratio : 0.0756205372322339
Connected Components : 55
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 6019
Maximum Edges in a Connected Component : 25148
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.037533
Graph Density : 0.000397466743480505
Modularity : 0.409521
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,083 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, 09 June 2022 at 03:40 UTC.
The requested start date was Thursday, 09 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 53-day, 7-hour, 32-minute period from Saturday, 16 April 2022 at 16:03 UTC to Wednesday, 08 June 2022 at 23:35 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:
[478] library,association [462] alalibrary,tiffanyhaddish [419] american,library [346] tiffany,haddish [319] avowed,marxist [315] elected,next [315] next,president [314] president,american [312] far,left [311] marxist,far Top Word Pairs in Tweet in G1:
[96] freedom,read [90] make,decisions [90] raise,voice [89] voice,everyone's [89] everyone's,freedom [87] trust,individuals [87] individuals,make [87] decisions,raise [82] #uniteagainstbookbans,alalibrary [67] read,join Top Word Pairs in Tweet in G2:
[79] book,bans [77] alalibrary,oif [55] #moms,#dads [53] #parenting,#moms [48] alalibrary,uabookbans [43] alalibrary,aasl [42] toolkit,uabookbans [40] intellectual,freedom [39] library,association [39] right,read Top Word Pairs in Tweet in G3:
[172] penamerica,alalibrary [168] diversebooks,penamerica [157] soontornvat,diversebooks [69] take,note [68] librarians,take [66] edrabinski,alalibrary [62] mstewartscience,librarians [62] ehanford,alalibrary [59] alalibrary,sent [59] sent,house Top Word Pairs in Tweet in G4:
[455] alalibrary,tiffanyhaddish [341] tiffany,haddish [254] ongoing,#tigraygenocide [250] haddish,repeatedly [250] repeatedly,denied [250] denied,ongoing [248] library,workers [248] workers,need [248] need,know [248] know,tiffany Top Word Pairs in Tweet in G5:
[313] library,association [311] american,library [309] avowed,marxist [309] elected,next [309] next,president [309] president,american [307] far,left [306] mrandyngo,avowed [306] marxist,far [306] left,activist Top Word Pairs in Tweet in G6:
[92] public,library [86] york,public [86] library,making [86] making,group [86] group,commonly [86] commonly,banned [86] banned,books [86] books,available [86] available,nationwide [86] nationwide,library Top Word Pairs in Tweet in G7:
[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 G8:
[24] alalibrary,nehgov [15] american,rescue [15] rescue,plan [11] dr,jennifer [11] jennifer,ritterhouse [9] learn,more [9] women's,suffrage [8] one,200 [8] 200,libraries [8] libraries,nationwide Top Word Pairs in Tweet in G9:
[10] industry,stand [10] stand,united [10] united,writing [10] writing,producing [10] producing,distributing [10] distributing,selling [10] selling,reading [9] bajekservices,industry [9] reading,ap [8] clementine,book Top Word Pairs in Tweet in G10:
[4] cate_california,arkansasela [4] arkansasela,pctelanews [4] pctelanews,wvcte [4] wvcte,vatenglish [4] nysec_tweets,njctenews [4] irvinghigh,ordinaryls [4] #everyonereads,paynedcps [4] paynedcps,#dcpsschoollibraries [4] #dcpsschoollibraries,mayorbowser [4] mayorbowser,dcpublicschools Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: