The graph represents a network of 3,729 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, 30 November 2021 at 07:21 UTC.
The requested start date was Tuesday, 30 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 64-day, 10-hour, 7-minute period from Sunday, 26 September 2021 at 12:24 UTC to Monday, 29 November 2021 at 22:32 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 : 3729
Unique Edges : 3773
Edges With Duplicates : 12427
Total Edges : 16200
Number of Edge Types : 5
Retweet : 3447
MentionsInRetweet : 4910
Mentions : 3705
Tweet : 2270
Replies to : 1868
Self-Loops : 2327
Reciprocated Vertex Pair Ratio : 0.0990466101694915
Reciprocated Edge Ratio : 0.180240963855422
Connected Components : 625
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 2106
Maximum Edges in a Connected Component : 13299
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.357239
Graph Density : 0.000447786574775826
Modularity : 0.318513
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,729 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, 30 November 2021 at 07:21 UTC.
The requested start date was Tuesday, 30 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 64-day, 10-hour, 7-minute period from Sunday, 26 September 2021 at 12:24 UTC to Monday, 29 November 2021 at 22:32 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:
[184] ø,ø [173] ãƒ,ム[152] ø,ù [148] ù,ø [132] #ngsschat,#ngss [129] special,issue [114] ù,ù [110] instructional,materials [105] æ,æ [93] ngss,aligned Top Word Pairs in Tweet in G1:
[121] special,issue [93] #ngsschat,#ngss [91] instructional,materials [85] #ngss,instructional [65] dtcampbe,pls [63] philiplbell,pls [60] sbottasullivan,kimmomteacher [59] kimmomteacher,openscied [58] looking,forward [56] science,education Top Word Pairs in Tweet in G2:
[147] ãƒ,ム[103] æ,æ [84] ç,æ [81] œã,æ [45] æ,çµ [44] staff更新,#大阪5区 [43] šã,œã [40] æ,ç [38] æ,ªã [37] ÿã,æ Top Word Pairs in Tweet in G3:
[62] ù,ù [20] ãƒ,ム[18] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [18] #ハニセレ2,#ハニーセレクト2 [17] ù,ø [15] ø,ø [14] ø,ù [10] generation,science [10] science,standards [9] ù,ùšù Top Word Pairs in Tweet in G4:
[20] collaborative,network [17] #ngss,collaborative [16] gravity,car [15] ngss,aligned [14] design,build [13] car,success [13] success,students [13] students,challenged [13] challenged,design [13] build,car Top Word Pairs in Tweet in G5:
[47] ngss_tweeps,aactconnect [27] #ngss,#ngsschat [21] ngssphenomena,ngss_tweeps [20] ngsssfocus,ngssphenomena [18] katydornbos,ngss_tweeps [16] few,days [16] days,ago [15] sun,set [15] set,few [15] ago,barrow Top Word Pairs in Tweet in G6:
[32] #ngsschat,#ngss [26] philiplbell,pls [26] pls,#ngsschat [22] #ngss,given [22] given,escalating [22] escalating,#climatecrisis [22] #climatecrisis,stemteachtools [22] stemteachtools,shows [22] shows,collectively [22] collectively,reimagine Top Word Pairs in Tweet in G7:
[16] #ngss,unit [14] portable,renewable [14] renewable,energy [14] energy,prototype [14] prototype,#strawbees [14] #strawbees,disassemble [14] disassemble,size [14] size,75 [14] 75,straws [14] straws,rebuild Top Word Pairs in Tweet in G8:
[8] curricula,resources [6] 8th,grade [6] grade,science [6] science,class [6] class,used [6] used,clips [6] clips,state [6] state,claim [6] claim,explained [6] explained,thoughts Top Word Pairs in Tweet in G9:
[4] par,pitié [2] vais,hurler [2] hurler,sa [2] sa,mère [2] mère,ce [2] ce,monstre [2] wedding,video [2] video,edited [2] gotta,create [2] create,art Top Word Pairs in Tweet in G10:
[5] க,க [4] open,source [4] food,tamil [4] gt,gt [3] என,ன [3] ngss_official,starsportstamil [2] wow,another [2] another,indian [2] indian,ceo [2] ceo,welcome Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: