The graph represents a network of 3,427 Twitter users whose recent tweets contained "ngss", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 07:23 UTC.
The tweets in the network were tweeted over the 2311-day, 3-hour, 35-minute period from Sunday, 06 November 2016 at 21:18 UTC to Tuesday, 07 March 2023 at 00:53 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3427
Unique Edges : 2376
Edges With Duplicates : 8679
Total Edges : 11055
Number of Edge Types : 9
Retweet : 2566
MentionsInRetweet : 3189
Mentions : 1200
Tweet : 1409
Replies to : 857
MentionsInReplyTo : 1505
Quote : 167
MentionsInQuote : 148
MentionsInQuoteReply : 14
Self-Loops : 1710
Reciprocated Vertex Pair Ratio : 0.0836028862901219
Reciprocated Edge Ratio : 0.154305396096441
Connected Components : 683
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 1475
Maximum Edges in a Connected Component : 6209
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.574732
Graph Density : 0.000370925504701428
Modularity : 0.367829
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,427 Twitter users whose recent tweets contained "ngss", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 07:23 UTC.
The tweets in the network were tweeted over the 2311-day, 3-hour, 35-minute period from Sunday, 06 November 2016 at 21:18 UTC to Tuesday, 07 March 2023 at 00:53 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[159] ngss,ms [134] science,engineering [132] リアル影システム,avatar [132] vrchat,リアル影システム [125] ngss,vrc [124] avatar,ngss [119] engineering,practices [111] vrc,harukaの実験室 [110] two,possible [109] making,balloons Top Word Pairs in Tweet in G1:
[53] middle,school [45] part,time [42] #ngsschat,#ngss [40] openscied,elementary [39] philiplbell,pls [39] high,school [34] full,time [33] rating,#edreports [33] position,below [33] looking,hire Top Word Pairs in Tweet in G2:
[146] ngss,ms [57] ms,ls4 [52] ms,ps2 [45] activity,ngss [45] ms,ps4 [39] test,assessment [26] ms,ls2 [26] ps2,ms [26] human,impact [25] impact,environment Top Word Pairs in Tweet in G3:
[96] two,possible [95] balloons,pop [95] light,heat [95] making,balloons [95] white,balloon [95] balloon,two [95] pop,light [95] work,white [95] doesn,work [95] heat,doesn Top Word Pairs in Tweet in G4:
[76] #pso2ngs_ss,#メンテの日なのでssを貼る [52] フウショウセンコ,#pso2ngs_ss [51] ac_ngss,フウショウセンコ [49] #メンテの日なのでssを貼る,#キャストはいいぞ [48] #pso2ngs_ss,#キャストはいいぞ [45] うちの新型ヘッドレスキャスト,ボストンダイナミクスのアトラスみたいなキモい感じを目指してたけど意外とヒロイックな感じで纏まりました [45] ボストンダイナミクスのアトラスみたいなキモい感じを目指してたけど意外とヒロイックな感じで纏まりました,#pso2ngs_ss [45] スリークな上半身とメッカメカな下半身のコントラストがイチオシポイントです,#メンテの日なのでssを貼る [45] 試作型超跳躍ユニット装備のキャス子,スリークな上半身とメッカメカな下半身のコントラストがイチオシポイントです [44] ac_ngss,うちの新型ヘッドレスキャスト Top Word Pairs in Tweet in G5:
[129] リアル影システム,avatar [129] vrchat,リアル影システム [121] ngss,vrc [121] avatar,ngss [109] vrc,harukaの実験室 [87] ついに公開しました,このクオリティはvrc内でも唯一無二だと思うので [87] ぜひお試しを,vrchat [87] このクオリティはvrc内でも唯一無二だと思うので,ぜひお試しを [86] nharuka_vrc,ついに公開しました [12] 自撮り勢の方々へ届いてほしい,matcapでテカテカさせるのもいいけど Top Word Pairs in Tweet in G6:
[32] based,learning [31] work,based [30] #stem,#ngss [21] #ngss,work [21] learning,program [14] program,#allmeansall [11] #allmeansall,#sausdgraduateprofile [9] #teaching,#learning [7] #ngss,#stem [6] innovative,#stem Top Word Pairs in Tweet in G7:
[49] engineering,practices [49] support,journey [49] science,engineering [46] journey,toward [46] toward,more [41] #authentic,#stem [41] classroom,practices [41] #stem,classroom [41] more,#authentic [32] steels,standards Top Word Pairs in Tweet in G8:
[28] science,teachers [28] quarter,science [28] #didyouknow,nearly [28] use,materials [28] developed,before [28] before,#ngss [28] nearly,quarter [28] teachers,regularly [28] #ngss,42 [28] materials,developed Top Word Pairs in Tweet in G9:
[63] #staycurious,#ngss [55] lesson,terrific [13] mysterysci,trending [13] trending,lesson [10] mysterysci,energy [10] science,never [10] teaching,science [10] energy,lesson [9] terrific,students [8] terrific,teaching Top Word Pairs in Tweet in G10:
[15] #edtech,#ngss [9] g3,ss [8] participating,#bearisland [8] #bearisland,#vr [8] ss,reflected [8] reflected,observations [8] #vr,learning [8] experience,g3 [8] questions,exclamations [8] learning,experience Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G9:
Top Replied-To in G10:
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: