The graph represents a network of 5,810 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, 25 November 2021 at 05:00 UTC.
The requested start date was Thursday, 25 November 2021 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 58-day, 12-hour, 1-minute period from Monday, 27 September 2021 at 10:37 UTC to Wednesday, 24 November 2021 at 22:38 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 : 5810
Unique Edges : 8335
Edges With Duplicates : 14701
Total Edges : 23036
Number of Edge Types : 5
Retweet : 4296
MentionsInRetweet : 8417
Mentions : 8716
Replies to : 1251
Tweet : 356
Self-Loops : 416
Reciprocated Vertex Pair Ratio : 0.0491124731353976
Reciprocated Edge Ratio : 0.0936267071320182
Connected Components : 108
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 5650
Maximum Edges in a Connected Component : 22843
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.955733
Graph Density : 0.000390515162980822
Modularity : 0.387178
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,810 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, 25 November 2021 at 05:00 UTC.
The requested start date was Thursday, 25 November 2021 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 58-day, 12-hour, 1-minute period from Monday, 27 September 2021 at 10:37 UTC to Wednesday, 24 November 2021 at 22:38 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:
[510] medals,excellence [373] alalibrary,congratulations [335] alalibrary,#bannedbooksweek [321] #ala_carnegie,medals [301] year,theme [294] power,stories [293] unifying,power [292] #bannedbooksweek,year [292] reminder,unifying [291] theme,reminder Top Word Pairs in Tweet in G1:
[246] alalibrary,#bannedbooksweek [241] year,theme [240] #bannedbooksweek,year [240] theme,reminder [240] reminder,unifying [240] unifying,power [240] power,stories [240] stories,divisiveness [238] divisiveness,censorship [145] medals,excellence Top Word Pairs in Tweet in G2:
[94] school,librarians [75] alalibrary,oif [72] american,library [68] oif,provides [68] library,association [68] #moms,#dads [67] provides,confidential [67] confidential,support [67] support,during [64] challenges,library Top Word Pairs in Tweet in G3:
[332] medals,excellence [275] alalibrary,congratulations [244] #ala_carnegie,medals [149] andrew,carnegie [135] 2022,andrew [128] 2022,#ala_carnegie [115] carnegie,medals [114] excellence,#fiction [91] excellence,#nonfiction [86] excellence,nonfiction Top Word Pairs in Tweet in G4:
[13] alalibrary,librarycongress [13] know,more [13] more,300 [13] 300,000 [13] 000,available [13] available,annually [13] annually,alalibrary [13] alalibrary,scholarship [13] scholarship,program [13] program,submissions Top Word Pairs in Tweet in G5:
[30] wikipedia,academic [29] academic,libraries [29] libraries,global [29] global,project [29] project,shows [29] shows,librarians [29] librarians,around [29] around,world [29] world,use [29] use,wikipedia Top Word Pairs in Tweet in G6:
[93] sad,day [92] day,middle [92] middle,school [92] school,library [92] library,nkcounty [92] nkcounty,yanks [92] yanks,poet [92] poet,shelves [92] shelves,nationalbook [92] nationalbook,award Top Word Pairs in Tweet in G7:
[22] school,librarians [21] alalibrary,everylibrary [17] vermont,school [17] librarians,always [17] always,stand [17] stand,bias [17] bias,hate [17] hate,exclusion [17] exclusion,students [17] students,deserve Top Word Pairs in Tweet in G8:
[50] time,#sibertsmackdown [50] #sibertsmackdown,fun [50] fun,activity [50] activity,share [50] share,celebrate [42] celebrate,#nonfiction [42] #nonfiction,kids [41] mstewartscience,time [12] mock,sibert [12] sibert,list Top Word Pairs in Tweet in G9:
[20] challenged,books [16] year's,#bannedbooksweek [16] #bannedbooksweek,usa [16] usa,today [16] today,staffers [16] staffers,defending [16] defending,challenged [16] books,america [15] usatodaylife,year's [15] america,compil Top Word Pairs in Tweet in G10:
[28] williamson,co [28] moms4libertywc,banned [27] happy,#bannedbooksweek2021 [27] #bannedbooksweek2021,williamson [27] co,31 [27] 31,books [27] books,moms4libertywc [27] banned,williamson [27] williamson,county [27] county,schools 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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