The graph represents a network of 3,789 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, 29 March 2022 at 06:24 UTC.
The requested start date was Tuesday, 29 March 2022 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 59-day, 7-hour, 30-minute period from Friday, 28 January 2022 at 16:05 UTC to Monday, 28 March 2022 at 23:35 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 : 3789
Unique Edges : 3801
Edges With Duplicates : 13246
Total Edges : 17047
Number of Edge Types : 5
Retweet : 4150
MentionsInRetweet : 5382
Mentions : 3001
Replies to : 1465
Tweet : 3049
Self-Loops : 3074
Reciprocated Vertex Pair Ratio : 0.0964788732394366
Reciprocated Edge Ratio : 0.175979447655748
Connected Components : 467
Single-Vertex Connected Components : 213
Maximum Vertices in a Connected Component : 2289
Maximum Edges in a Connected Component : 14121
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.379078
Graph Density : 0.000433924356700871
Modularity : 0.30435
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,789 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, 29 March 2022 at 06:24 UTC.
The requested start date was Tuesday, 29 March 2022 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 59-day, 7-hour, 30-minute period from Friday, 28 January 2022 at 16:05 UTC to Monday, 28 March 2022 at 23:35 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:
[742] ãƒ,ム[385] æ,æ [286] ç,æ [175] ø,ù [153] ù,ø [136] æ,ªã [132] œã,æ [128] æ,œã [127] æ,ç [126] šã,ç Top Word Pairs in Tweet in G1:
[46] please,share [38] betsyd1115,ngss_tweeps [38] nsta,ngss_tweeps [34] #ngss,#ngsschat [30] professional,learning [29] science,engineering [29] ngss,aligned [29] drkelleyle,historianrubio [29] ed,leaders [28] free,ngss Top Word Pairs in Tweet in G2:
[576] ãƒ,ム[380] æ,æ [282] ç,æ [131] œã,æ [125] æ,œã [125] æ,ç [115] ç,ç [109] ªã,æ [82] šã,æ [80] æ,ªã Top Word Pairs in Tweet in G3:
[22] science,engineering [22] sci,eng [15] covid,19 [13] middle,school [13] take,over [13] ngss_tweeps,openscied [12] schmidtchemist,reitzchemistry [12] chemlimination,dougragan [12] #ngss,#ngsschat [11] remote,learning Top Word Pairs in Tweet in G4:
[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 [9] science,standards [6] next,generation [6] generation,science [5] ngss,standards [5] standards,ngss [5] science,engineering [5] ngss,curriculum Top Word Pairs in Tweet in G5:
[37] 8th,grade [36] units,8th [36] grade,complete [36] complete,available [36] available,download [36] download,website [36] website,big [36] big,milestone [36] milestone,marks [35] openscied,units Top Word Pairs in Tweet in G6:
[90] women,led [90] led,groups [90] thousands,students [90] students,critical [87] critical,role [87] role,sharks [87] sharks,play [86] moving,beyond [86] beyond,shark [86] shark,week Top Word Pairs in Tweet in G7:
[40] #ngss,#ngsschat [17] 1960,david [17] david,latimer [17] latimer,planted [17] planted,tiny [17] tiny,garden [17] garden,inside [17] inside,large [17] large,glass [17] glass,bottle Top Word Pairs in Tweet in G8:
[111] ãƒ,ム[56] æ,ªã [55] #ãƒ,ム[55] ãƒ,æ [55] ªã,ssã [55] ƒã,ˆã [55] ç,šã [55] ÿã,ªã [54] ssã,#ngs_ss [54] #ngs_ss,#ngss Top Word Pairs in Tweet in G9:
[3] jeu,vidã [3] elden,ring [3] recommence,bleach [3] 10,ans [3] ans,ce [3] ce,soir [3] soir,soyez [2] jp_ngss,irisxsama [2] ça,fait [2] fait,plaisir Top Word Pairs in Tweet in G10:
[48] skelet,guys [48] guys,free [48] free,123eth [48] 123eth,loser [48] loser,club [48] club,12 [48] 12,69eth [48] 69eth,cyber [48] cyber,brokers [48] brokers,85 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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: