The graph represents a network of 6,292 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 December 2022 at 04:40 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 67-day, 5-hour, 7-minute period from Saturday, 24 September 2022 at 18:38 UTC to Wednesday, 30 November 2022 at 23:45 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 : 6292
Unique Edges : 8967
Edges With Duplicates : 15928
Total Edges : 24895
Number of Edge Types : 5
Retweet : 4424
MentionsInRetweet : 8738
Mentions : 9792
Replies to : 1460
Tweet : 481
Self-Loops : 507
Reciprocated Vertex Pair Ratio : 0.0404543788933675
Reciprocated Edge Ratio : 0.0777629076565472
Connected Components : 102
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 6166
Maximum Edges in a Connected Component : 24767
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.185607
Graph Density : 0.000358664326670569
Modularity : 0.402734
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,292 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 December 2022 at 04:40 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 67-day, 5-hour, 7-minute period from Saturday, 24 September 2022 at 18:38 UTC to Wednesday, 30 November 2022 at 23:45 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:
[602] see,more [600] attention,issue [599] fundamental,premise [599] more,major [599] glad,see [599] issue,fundamental [599] press,attention [599] major,press [599] premise,incorrect [479] iâ,glad Top Word Pairs in Tweet in G1:
[327] libraries,right [324] sent,letter [324] executive,board [323] well,alalibrary's [323] going,libraries [323] board,wrote [323] alalibrary's,executive [323] wrote,sent [323] right,well [323] things,going Top Word Pairs in Tweet in G2:
[103] right,read [103] medals,excellence [102] alalibrary,congratulations [97] 317,picture [97] 2023,#ala_carnegie [97] titles,#ya [97] #ya,books [97] banned,titles [97] books,bans [97] nearly,banned Top Word Pairs in Tweet in G3:
[137] right,read [118] read,act [108] graphic,child [107] library,association [107] american,library [92] association,alalibrary [82] alalibrary,oif [80] rights,challenge [80] parental,rights [80] act,indeed Top Word Pairs in Tweet in G4:
[558] press,attention [558] issue,fundamental [558] see,more [558] attention,issue [558] fundamental,premise [558] premise,incorrect [558] more,major [558] major,press [558] glad,see [440] incorrect,itâ Top Word Pairs in Tweet in G5:
[59] alalibrary,scholastic [56] scholastic,holocaustmuseum [55] chipublib,alalibrary [54] sljournal,chipublib [47] time,#sibertsmackdown [46] best,nonfiction [45] nonfiction,lists [45] thanksgiving,come [45] early,learned [45] come,early Top Word Pairs in Tweet in G6:
[100] alalibrary,tlt16 [60] veronikellymars,alalibrary [60] barbpdl,veronikellymars [59] alalibrary,gibsonkissel [48] ericspahn3,alalibrary [48] marian6793,alalibrary [40] people,having [39] black,people [39] barbpdl,alalibrary [38] time,alalibrary Top Word Pairs in Tweet in G7:
[28] potus,vp [22] fbi,response [22] alalibrary,looking [22] johnfetterman,#speakup [22] response,potus [22] looking,forward [22] vp,repdean [22] repdean,johnfetterman [22] forward,fbi [22] thank,alalibrary Top Word Pairs in Tweet in G8:
[53] medals,excellence [51] alalibrary,congratulations [49] proud,announce [49] announce,critical [49] information,studies [49] critical,cultural [49] studies,book [49] cultural,information [48] thing,alalibrary [48] y'all,big Top Word Pairs in Tweet in G9:
[26] sci,fi [26] fi,thriller [26] dives,dharma [26] requires,deep [26] influenced,sci [26] charming,heavily [26] thriller,requires [26] deep,dives [25] dharma,kirkus [24] kirkus,reviews Top Word Pairs in Tweet in G10:
[12] ifla,alalibrary [10] support,sogi [10] stand,together [10] librarians,stand [10] teacher,librarians [10] together,support [10] curriculum,condemn [10] attacks,teacher [10] sogi,curriculum [10] recent,attacks 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: