The graph represents a network of 4,668 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, 16 September 2021 at 04:00 UTC.
The requested start date was Thursday, 16 September 2021 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 76-day, 23-hour, 8-minute period from Thursday, 01 July 2021 at 00:28 UTC to Wednesday, 15 September 2021 at 23:37 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 : 4668
Unique Edges : 6411
Edges With Duplicates : 12030
Total Edges : 18441
Number of Edge Types : 5
Retweet : 3209
MentionsInRetweet : 6482
Mentions : 7549
Replies to : 861
Tweet : 340
Self-Loops : 373
Reciprocated Vertex Pair Ratio : 0.0445662289318581
Reciprocated Edge Ratio : 0.0853296376955058
Connected Components : 79
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 4555
Maximum Edges in a Connected Component : 18311
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.972285
Graph Density : 0.000463701729714862
Modularity : 0.375488
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,668 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, 16 September 2021 at 04:00 UTC.
The requested start date was Thursday, 16 September 2021 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 76-day, 23-hour, 8-minute period from Thursday, 01 July 2021 at 00:28 UTC to Wednesday, 15 September 2021 at 23:37 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:
[253] #historybooks,#militaryhistory [247] library,card [222] john,kelly [222] kelly,detroit [221] detroit,free [204] free,press [187] tadawes,alalibrary [185] alalibrary,#mustread [181] alalibrary,#ian1 [176] #militaryhistory,#rt Top Word Pairs in Tweet in G1:
[145] library,card [103] #ilovemylibrarian,award [95] win,5000 [81] 20th,anniversary [74] 11,2001 [71] commemoration,20th [70] anniversary,attacks [70] honorary,chair [69] attacks,sept [69] sept,11 Top Word Pairs in Tweet in G2:
[76] emergency,connectivity [72] connectivity,fund [67] one,week [66] week,away [66] away,#latinxpitch [66] #latinxpitch,2021 [66] 2021,let's [66] let's,latinx [66] latinx,stories [66] stories,hands Top Word Pairs in Tweet in G3:
[174] tadawes,alalibrary [89] join,ala [87] fight,racism [83] ala,fight [80] didn,join [80] alalibrary,leader [79] racism,alalibrary [79] leader,response [79] response,question [79] question,association Top Word Pairs in Tweet in G4:
[30] school,libraries [28] need,research [28] research,school [28] libraries,staff [28] staff,create [28] create,spaces [28] spaces,support [28] support,student [28] student,wellbeing [28] wellbeing,journal Top Word Pairs in Tweet in G5:
[21] defies,logic [21] logic,we've [21] we've,witness [21] witness,impacts [21] impacts,misinformation [21] misinformation,seen [21] seen,decline [21] decline,reading [21] reading,seeing [21] seeing,cuts Top Word Pairs in Tweet in G6:
[25] marinamedvin,alalibrary [21] ejministries,alalibrary [21] alalibrary,safelibraries [21] safelibraries,larryelder [19] alalibrary,houstonlibrary [15] school,librarians [15] sexharassed,marinamedvin [11] larryelder,thedemocrats [11] sexharassed,ejministries [10] critical,race Top Word Pairs in Tweet in G7:
[45] re,hiring [45] hiring,library [37] #careeropportunity,working [37] library,assistant [37] assistant,apply [32] amazing,#careeropportunity [32] libraryjournal,alalibrary [31] ala_pla,libraryjournal [31] alalibrary,#applynow [31] #applynow,#jobsearch Top Word Pairs in Tweet in G8:
[16] free,webinar [16] webinar,hosted [11] reportinglabs,alalibrary [9] calling,educators [9] educators,register [9] register,free [9] hosted,reportinglabs [9] alalibrary,learn [9] learn,more [8] hi,#librarians Top Word Pairs in Tweet in G9:
[11] john,cotton [11] cotton,dana [11] dana,award [10] #dcpsschoollibraries,mayorbowser [10] mayorbowser,dcpublicschools [10] dcpublicschools,dcpschancellor [8] dcpschancellor,alalibrary [7] look,celebrate [7] celebrate,#librarycardsignupmonth [7] #librarycardsignupmonth,find Top Word Pairs in Tweet in G10:
[8] alalibrary,psla_news [6] spread,word [6] day,school [5] calling,librarians [5] librarians,please [5] please,help [5] help,spread [5] word,#worldkidlitmonth [5] #worldkidlitmonth,september [5] september,time 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: