The graph represents a network of 3,371 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 06:23 UTC.
The tweets in the network were tweeted over the 2318-day, 2-hour, 36-minute period from Sunday, 06 November 2016 at 21:18 UTC to Monday, 13 March 2023 at 23:55 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 : 3371
Unique Edges : 2320
Edges With Duplicates : 8752
Total Edges : 11072
Number of Edge Types : 9
Retweet : 2638
MentionsInRetweet : 3267
Replies to : 829
MentionsInReplyTo : 1477
Tweet : 1371
Mentions : 1156
Quote : 167
MentionsInQuote : 153
MentionsInQuoteReply : 14
Self-Loops : 1693
Reciprocated Vertex Pair Ratio : 0.0843585237258348
Reciprocated Edge Ratio : 0.155591572123177
Connected Components : 641
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 1469
Maximum Edges in a Connected Component : 6158
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.548272
Graph Density : 0.000380184625893575
Modularity : 0.364007
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,371 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 06:23 UTC.
The tweets in the network were tweeted over the 2318-day, 2-hour, 36-minute period from Sunday, 06 November 2016 at 21:18 UTC to Monday, 13 March 2023 at 23:55 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:
[148] ngss,ms [137] science,engineering [134] リアル影システム,avatar [134] vrchat,リアル影システム [127] ngss,vrc [126] avatar,ngss [120] engineering,practices [114] middle,school [113] vrc,harukaの実験室 [112] #pso2ngs_ss,#メンテの日なのでssを貼る Top Word Pairs in Tweet in G1:
[66] middle,school [45] part,time [42] #ngsschat,#ngss [41] philiplbell,pls [40] openscied,elementary [39] high,school [34] rating,#edreports [34] full,time [33] position,below [33] looking,hire Top Word Pairs in Tweet in G2:
[136] ngss,ms [53] ms,ls4 [48] ms,ps2 [46] ms,ps4 [40] test,assessment [39] activity,ngss [25] assessment,ngss [25] digital,signals [25] analog,digital [24] ps2,ms Top Word Pairs in Tweet in G3:
[98] two,possible [97] making,balloons [97] work,white [97] light,heat [97] heat,doesn [97] doesn,work [97] balloons,pop [97] pop,light [97] balloon,two [97] white,balloon Top Word Pairs in Tweet in G4:
[112] #pso2ngs_ss,#メンテの日なのでssを貼る [50] フウショウセンコ,#pso2ngs_ss [49] #メンテの日なのでssを貼る,#キャストはいいぞ [49] ac_ngss,フウショウセンコ [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:
[131] vrchat,リアル影システム [131] リアル影システム,avatar [123] avatar,ngss [123] ngss,vrc [111] 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] 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 [87] ぜひお試しを,vrchat [86] nharuka_vrc,ついに公開しました [13] harukaの実験室,#booth_pm Top Word Pairs in Tweet in G6:
[13] krausecenter,sewelljteach [13] bits,science [13] amazing,presenters [13] day,using [13] thank,krausecenter [13] micro,bits [13] using,micro [13] hosting,thank [13] science,thank [13] thank,amazing Top Word Pairs in Tweet in G7:
[50] engineering,practices [50] support,journey [50] science,engineering [47] journey,toward [47] toward,more [43] #authentic,#stem [43] classroom,practices [43] #stem,classroom [43] more,#authentic [34] steels,standards Top Word Pairs in Tweet in G8:
[33] based,learning [32] #stem,#ngss [31] work,based [21] #ngss,work [21] learning,program [14] program,#allmeansall [12] #allmeansall,#sausdgraduateprofile [8] #ngss,#ngsschat [8] #teaching,#learning [7] #ngss,#stem Top Word Pairs in Tweet in G9:
[63] #staycurious,#ngss [56] lesson,terrific [15] teaching,science [15] science,never [13] trending,lesson [13] mysterysci,trending [12] terrific,teaching [10] mysterysci,energy [10] energy,lesson [8] never,easy Top Word Pairs in Tweet in G10:
[11] science,methods [10] #ngss,#ngsschat [9] learning,action [9] action,impact [9] #stem,learning [8] stemteachtools,students [8] structure,stemteachtools [8] inspired,structure [8] course,chose [8] impact,course Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: