The graph represents a network of 3,635 Twitter users whose tweets in the requested range contained "ngss", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 08 March 2022 at 07:24 UTC.
The requested start date was Tuesday, 08 March 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 55-day, 5-hour, 4-minute period from Friday, 07 January 2022 at 18:54 UTC to Thursday, 03 March 2022 at 23:58 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 : 3635
Unique Edges : 3699
Edges With Duplicates : 13183
Total Edges : 16882
Number of Edge Types : 5
Retweet : 3962
MentionsInRetweet : 5128
Mentions : 3113
Replies to : 1726
Tweet : 2953
Self-Loops : 2972
Reciprocated Vertex Pair Ratio : 0.10376675117711
Reciprocated Edge Ratio : 0.188022969647252
Connected Components : 430
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 2350
Maximum Edges in a Connected Component : 14334
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.417612
Graph Density : 0.000461407204917034
Modularity : 0.298894
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,635 Twitter users whose tweets in the requested range contained "ngss", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 08 March 2022 at 07:24 UTC.
The requested start date was Tuesday, 08 March 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 55-day, 5-hour, 4-minute period from Friday, 07 January 2022 at 18:54 UTC to Thursday, 03 March 2022 at 23:58 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 : ngss
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:
[591] ãƒ,ム[322] æ,æ [229] ç,æ [120] æ,ªã [117] šã,ç [113] œã,æ [104] æ,œã [102] ãƒ,æ [98] æ,ç [95] critical,role Top Word Pairs in Tweet in G1:
[66] philiplbell,pls [57] pls,#ngsschat [52] 8th,grade [50] #ngss,#ngsschat [46] units,8th [46] grade,complete [46] complete,available [46] available,download [46] download,website [46] website,big Top Word Pairs in Tweet in G2:
[25] ngss_tweeps,openscied [24] science,engineering [22] sci,eng [15] covid,19 [14] high,school [14] middle,school [13] help,students [12] school,year [12] 8th,grade [11] learn,more Top Word Pairs in Tweet in G3:
[439] ãƒ,ム[319] æ,æ [225] ç,æ [113] œã,æ [102] æ,œã [96] æ,ç [83] ªã,æ [73] ç,ç [66] æ,ªã [65] šã,æ Top Word Pairs in Tweet in G4:
[87] moving,beyond [87] beyond,shark [87] shark,week [87] week,women [87] women,led [87] led,groups [87] groups,teach [87] teach,thousands [87] thousands,students [87] students,critical Top Word Pairs in Tweet in G5:
[22] ãƒ,ム[20] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [20] #ハニセレ2,#ハニーセレクト2 [10] science,standards [7] next,generation [7] generation,science [5] learn,more [5] high,school [5] standards,ngss [5] science,engineering Top Word Pairs in Tweet in G6:
[20] student,powered [20] powered,film [20] film,festival [13] williamfranzell,krysta_bradley4 [12] join,williamfranzell [12] krysta_bradley4,cogswell_ben [12] cogswell_ben,monday [12] monday,night [12] night,facebook [12] facebook,live Top Word Pairs in Tweet in G7:
[108] ãƒ,ム[54] #ãƒ,ム[54] ãƒ,æ [54] æ,ªã [54] ªã,ssã [54] ssã,#ngs_ss [54] #ngs_ss,#ngss [54] #ngss,ム[54] ãƒ,トå [54] トå,æ Top Word Pairs in Tweet in G8:
[4] ce,chat [4] insanely,expensive [3] jeu,vidã [2] recommence,bleach [2] bleach,après [2] après,10 [2] 10,ans [2] ans,ce [2] ce,soir [2] soir,soyez Top Word Pairs in Tweet in G9:
[10] middle,school [9] science,standards [9] standards,implementation [8] taking,stock [7] researchers,find [7] amplify,science [7] science,middle [7] summit,taking [7] stock,science [6] school,curriculum Top Word Pairs in Tweet in G10:
[55] ngss,steam [50] projesi,kapsamında [43] steam,erasmus [43] kapsamında,girit [43] girit,üniversitesi [43] üniversitesi,nde [40] erasmus,plus [38] bahçeşehir,koleji [38] koleji,olarak [38] olarak,paydaşı Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: