The graph represents a network of 6,182 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, 01 September 2022 at 03:40 UTC.
The requested start date was Thursday, 01 September 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 65-day, 4-hour, 17-minute period from Monday, 27 June 2022 at 18:35 UTC to Wednesday, 31 August 2022 at 22:53 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 : 6182
Unique Edges : 9870
Edges With Duplicates : 16126
Total Edges : 25996
Number of Edge Types : 5
Retweet : 3919
MentionsInRetweet : 9053
Mentions : 10742
Replies to : 1906
Tweet : 376
Self-Loops : 433
Reciprocated Vertex Pair Ratio : 0.0417500517562625
Reciprocated Edge Ratio : 0.0801536830948596
Connected Components : 96
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 6036
Maximum Edges in a Connected Component : 25822
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.965443
Graph Density : 0.000395070082281667
Modularity : 0.390543
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,182 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, 01 September 2022 at 03:40 UTC.
The requested start date was Thursday, 01 September 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 65-day, 4-hour, 17-minute period from Monday, 27 June 2022 at 18:35 UTC to Wednesday, 31 August 2022 at 22:53 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:
[270] tomfitton,alalibrary [169] jason,reynolds [162] hope,alalibrary [159] nancy,pearl [158] alalibrary,something [158] something,nancy [158] pearl,bc [158] bc,free [158] free,labor [158] labor,jason Top Word Pairs in Tweet in G1:
[269] tomfitton,alalibrary [149] jason,reynolds [146] nancy,pearl [145] hope,alalibrary [145] alalibrary,something [145] something,nancy [145] pearl,bc [145] bc,free [145] free,labor [145] labor,jason Top Word Pairs in Tweet in G2:
[109] #moms,#dads [108] #parenting,#moms [106] alalibrary,uabookbans [106] basedlibrarian,alalibrary [103] graphic,child [92] alalibrary,abmack33 [90] gender,queer [80] alalibrary,oif [79] banned,books [65] american,library Top Word Pairs in Tweet in G3:
[60] hornbook,2022 [56] award,speech [56] brdnjamforemma,abramsbooks [56] abramsbooks,alalibrary [53] nealporterbooks,holidayhousebks [51] hornbook,icymi [46] icymi,2022 [37] annual,conference [36] wearealsc,alalibrary [34] thank,alalibrary Top Word Pairs in Tweet in G4:
[64] access,information [57] financial,assistance [56] 1970,alalibrary [56] alalibrary,leroy [56] leroy,merritt [56] merritt,humanitarian [56] humanitarian,fund [56] fund,offered [56] offered,financial [56] assistance,librarians Top Word Pairs in Tweet in G5:
[13] loved,meeting [12] alalibrary,librarycongress [12] happy,#bookloversday [12] #bookloversday,day [12] day,#reading [12] #reading,broadens [12] broadens,mind [12] mind,brings [12] brings,#adventure [12] #adventure,life Top Word Pairs in Tweet in G6:
[30] school,libraries [28] way,combat [28] combat,disinformation [28] disinformation,long [28] long,term [28] term,fully [28] fully,staffed [28] staffed,funded [28] funded,school [28] libraries,k12 Top Word Pairs in Tweet in G7:
[78] prince,steel [78] steel,pier [77] weeks,until [77] until,#mg [77] #mg,prince [77] pier,world [77] world,giveaway [77] giveaway,two [77] two,signed [77] signed,copies Top Word Pairs in Tweet in G8:
[24] issues,seeing [23] thing,alalibrary [23] alalibrary,still [23] still,really [23] really,addressing [23] addressing,trainings [23] trainings,deal [23] deal,issues [22] kobidor,thing [22] seeing,libr Top Word Pairs in Tweet in G9:
[29] ohio,writers [29] writers,series [25] plmvkc,ohio [22] joeykim,ayendybonifacio [21] series,joeykim [19] 30,8pm [19] 8pm,plmvkc [19] plmvkc,join [19] join,mocktails [19] mocktails,conversation Top Word Pairs in Tweet in G10:
[35] library,professionals [34] bad,days [34] days,library [34] professionals,india [34] india,minofculturegoi [34] minofculturegoi,pmoindia [34] pmoindia,kindly [34] kindly,look [34] look,library [23] sangramm1968,upendratripathy Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: