The graph represents a network of 3,692 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, 16 November 2021 at 07:20 UTC.
The requested start date was Tuesday, 16 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 66-day, 6-hour, 59-minute period from Friday, 10 September 2021 at 17:44 UTC to Tuesday, 16 November 2021 at 00:44 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 : 3692
Unique Edges : 3793
Edges With Duplicates : 12038
Total Edges : 15831
Number of Edge Types : 5
Mentions : 3761
Replies to : 1833
Retweet : 3315
MentionsInRetweet : 4884
Tweet : 2038
Self-Loops : 2089
Reciprocated Vertex Pair Ratio : 0.0983150946673615
Reciprocated Edge Ratio : 0.179028941957931
Connected Components : 650
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 2055
Maximum Edges in a Connected Component : 12943
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.303453
Graph Density : 0.000463999427027119
Modularity : 0.314879
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,692 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, 16 November 2021 at 07:20 UTC.
The requested start date was Tuesday, 16 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 66-day, 6-hour, 59-minute period from Friday, 10 September 2021 at 17:44 UTC to Tuesday, 16 November 2021 at 00:44 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:
[194] special,issue [184] ø,ø [178] #ngsschat,#ngss [173] ãƒ,ム[152] ø,ù [148] philiplbell,pls [148] ù,ø [131] instructional,materials [114] ù,ù [107] #ngss,instructional Top Word Pairs in Tweet in G1:
[61] sbottasullivan,kimmomteacher [59] kimmomteacher,openscied [52] ngss_tweeps,sbottasullivan [41] high,quality [41] phaneritic,ngss_tweeps [39] design,badge [38] drloriandersen,ngss_tweeps [37] special,issue [36] 5th,grade [35] high,school Top Word Pairs in Tweet in G2:
[149] special,issue [132] #ngsschat,#ngss [117] philiplbell,pls [88] instructional,materials [84] #ngss,instructional [57] #ngss,special [55] pls,#ngsschat [47] dtcampbe,pls [46] #scied,#ngsschat [46] climate,justice Top Word Pairs in Tweet in G3:
[62] ù,ù [20] ãƒ,ム[17] ù,ø [15] generation,science [15] ø,ø [14] next,generation [14] science,standards [14] ø,ù [13] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [13] #ハニセレ2,#ハニーセレクト2 Top Word Pairs in Tweet in G4:
[47] ngss_tweeps,aactconnect [28] #ngss,#ngsschat [22] ngsssfocus,ngssphenomena [21] ngssphenomena,ngss_tweeps [20] katydornbos,ngss_tweeps [12] day,phenomena [11] ngss_tweeps,ngssphenomena [11] ngssphenomena,ngsssfocus [10] rytriguy,ngss_tweeps [9] katydornbos,ngsssfocus Top Word Pairs in Tweet in G5:
[147] ãƒ,ム[103] æ,æ [84] ç,æ [81] œã,æ [45] æ,çµ [44] staff更新,#大阪5区 [44] šã,œã [40] æ,ç [38] æ,ªã [37] ÿã,æ Top Word Pairs in Tweet in G6:
[20] collaborative,network [17] gravity,car [17] #ngss,collaborative [14] car,success [14] success,students [14] students,challenged [14] challenged,design [14] design,build [14] build,car [14] car,propelled Top Word Pairs in Tweet in G7:
[15] 21,5pm [14] storytime,stem [13] decoding,three [13] three,dimensional [13] dimensional,teaching [13] teaching,learning [13] learning,wednesday [13] wednesday,10 [13] 10,20 [13] 20,21 Top Word Pairs in Tweet in G8:
[41] school,science [29] middle,school [28] science,program [28] program,received [25] received,edreports [24] gateway,designed [21] edreports,gateway [19] designed,ngss [19] ngss,top [18] honored,middle Top Word Pairs in Tweet in G9:
[17] #science,#edtech [16] friday,afternoon [16] afternoon,strawbees [16] strawbees,hq [16] hq,gothenburg [16] gothenburg,checking [16] checking,truss [16] truss,crane [16] crane,makeylindsay [16] makeylindsay,told Top Word Pairs in Tweet in G10:
[3] 15,ans [3] elles,ont [2] armure,greenwich [2] greenwich,xvi [2] xvi,ème [2] ème,siècle [2] 17,juillet [2] juillet,2021 [2] 2021,déroulait [2] déroulait,premier 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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