The graph represents a network of 3,494 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 07:23 UTC.
The tweets in the network were tweeted over the 1531-day, 6-hour, 10-minute period from Wednesday, 05 December 2018 at 18:41 UTC to Tuesday, 14 February 2023 at 00:52 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 : 3494
Unique Edges : 2479
Edges With Duplicates : 8852
Total Edges : 11331
Number of Edge Types : 9
Retweet : 2543
MentionsInRetweet : 3227
Mentions : 1219
Tweet : 1421
Replies to : 913
MentionsInReplyTo : 1659
Quote : 169
MentionsInQuoteReply : 19
MentionsInQuote : 161
Self-Loops : 1727
Reciprocated Vertex Pair Ratio : 0.0878314393939394
Reciprocated Edge Ratio : 0.161479869423286
Connected Components : 659
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 1569
Maximum Edges in a Connected Component : 6631
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.422337
Graph Density : 0.000376499175470903
Modularity : 0.372858
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,494 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 07:23 UTC.
The tweets in the network were tweeted over the 1531-day, 6-hour, 10-minute period from Wednesday, 05 December 2018 at 18:41 UTC to Tuesday, 14 February 2023 at 00:52 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:
[149] ngss,ms [136] science,engineering [129] リアル影システム,avatar [129] vrchat,リアル影システム [126] engineering,practices [122] ngss,vrc [121] avatar,ngss [109] two,possible [108] vrc,harukaの実験室 [108] making,balloons Top Word Pairs in Tweet in G1:
[48] #ngsschat,#ngss [42] part,time [40] openscied,elementary [34] high,school [34] full,time [33] position,below [33] looking,hire [33] time,link [33] curriculum,writers [33] hire,curriculum Top Word Pairs in Tweet in G2:
[145] ngss,ms [63] ms,ls4 [48] ms,ps2 [47] activity,ngss [45] ms,ps4 [38] test,assessment [28] ls4,ms [27] human,impact [26] ms,ls2 [26] impact,environment Top Word Pairs in Tweet in G3:
[94] two,possible [93] doesn,work [93] heat,doesn [93] white,balloon [93] making,balloons [93] work,white [93] light,heat [93] balloon,two [93] pop,light [93] balloons,pop Top Word Pairs in Tweet in G4:
[51] #pso2ngs_ss,#メンテの日なのでssを貼る [49] #メンテの日なのでssを貼る,#キャストはいいぞ [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,試作型超跳躍ユニット装備のキャス子 [43] フウショウセンコ,#pso2ngs_ss [42] ac_ngss,フウショウセンコ [35] を悪くするだけで俄然戦えそうな雰囲気が出てくる,#pso2ngs_ss [35] 自律機動型リージョンマグミニモ,バイザー付けて目付き [35] バイザー付けて目付き,を悪くするだけで俄然戦えそうな雰囲気が出てくる Top Word Pairs in Tweet in G5:
[126] リアル影システム,avatar [126] vrchat,リアル影システム [118] ngss,vrc [118] avatar,ngss [106] vrc,harukaの実験室 [89] 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 [89] ぜひお試しを,vrchat [89] 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 [88] 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:
[61] engineering,practices [61] science,engineering [60] toward,more [60] journey,toward [57] support,journey [56] more,#authentic [55] #authentic,#stem [51] #stem,classroom [51] classroom,practices [31] based,learning Top Word Pairs in Tweet in G7:
[35] quarter,science [35] regularly,use [35] materials,developed [35] nearly,quarter [35] teachers,regularly [35] use,materials [35] developed,before [35] before,#ngss [35] science,teachers [35] #ngss,42 Top Word Pairs in Tweet in G8:
[62] #staycurious,#ngss [54] lesson,terrific [13] trending,lesson [13] mysterysci,trending [11] teaching,science [11] science,never [9] terrific,teaching [7] terrific,students [7] mysterysci,energy [7] energy,lesson Top Word Pairs in Tweet in G9:
[48] support,journey [48] science,engineering [48] engineering,practices [45] toward,more [45] journey,toward [39] more,#authentic [38] #stem,classroom [38] classroom,practices [38] #authentic,#stem [22] steels,standards Top Word Pairs in Tweet in G10:
[16] #edtech,#ngss [9] g3,ss [8] participating,#bearisland [8] observations,questions [8] questions,exclamations [8] #vr,learning [8] reflected,observations [8] learning,experience [8] ss,reflected [8] experience,g3 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: