The graph represents a network of 3,742 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, 05 April 2022 at 06:23 UTC.
The requested start date was Tuesday, 05 April 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, 19-hour, 12-minute period from Friday, 04 February 2022 at 04:37 UTC to Monday, 04 April 2022 at 23:50 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 : 3742
Unique Edges : 3864
Edges With Duplicates : 13237
Total Edges : 17101
Number of Edge Types : 5
Replies to : 1499
Retweet : 4104
MentionsInRetweet : 5354
Mentions : 3085
Tweet : 3059
Self-Loops : 3088
Reciprocated Vertex Pair Ratio : 0.0983491394450299
Reciprocated Edge Ratio : 0.179085385353374
Connected Components : 480
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 2272
Maximum Edges in a Connected Component : 14153
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.362049
Graph Density : 0.000446751876693625
Modularity : 0.306066
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,742 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, 05 April 2022 at 06:23 UTC.
The requested start date was Tuesday, 05 April 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, 19-hour, 12-minute period from Friday, 04 February 2022 at 04:37 UTC to Monday, 04 April 2022 at 23:50 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:
[151] ãƒ,ム[117] ø,ù [105] ù,ø [101] #ngss,#ngsschat [101] students,critical [98] women,led [98] led,groups [98] thousands,students [95] critical,role [95] role,sharks Top Word Pairs in Tweet in G1:
[60] please,share [49] 8th,grade [44] openscied,units [43] units,8th [43] grade,complete [43] complete,available [43] available,download [43] download,website [43] website,big [43] big,milestone Top Word Pairs in Tweet in G2:
[43] #ngss,#ngsschat [22] science,engineering [22] sci,eng [19] 1960,david [19] david,latimer [19] latimer,planted [19] planted,tiny [19] tiny,garden [19] garden,inside [19] inside,large Top Word Pairs in Tweet in G3:
[137] ãƒ,ム[61] æ,æ [57] ç,æ [46] 吉村,松井 [42] ç,ç [29] æ,ç [26] ªã,æ [24] #大石あきこ,国会質問 [24] 金,内閣委員会 [23] æ,œã Top Word Pairs in Tweet in G4:
[27] みんなからの匿名質問を募集中,こんな質問に答えてるよ [27] こんな質問に答えてるよ,どんな人がタイプですか [27] どんな人がタイプですか,プロフの [27] プロフの,ってなんですか [27] ってなんですか,#質問箱 [27] #質問箱,#匿名質問募集中 [21] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [21] #ハニセレ2,#ハニーセレクト2 [9] science,standards [8] #aerosole,#luftfilter Top Word Pairs in Tweet in G5:
[98] students,critical [95] women,led [95] led,groups [95] thousands,students [92] critical,role [92] role,sharks [92] sharks,play [91] moving,beyond [91] beyond,shark [91] shark,week Top Word Pairs in Tweet in G6:
[4] trop,content [3] elden,ring [3] recommence,bleach [3] 10,ans [3] ans,ce [3] ce,soir [3] soir,soyez [2] content,d'avoir [2] d'avoir,enfin [2] enfin,sorti Top Word Pairs in Tweet in G7:
[7] arctic,warming [7] warming,2x [7] 2x,fast [7] fast,global [7] global,average [7] average,puzzling [7] puzzling,engaging [7] engaging,phenomenon [7] phenomenon,upon [7] upon,arctic Top Word Pairs in Tweet in G8:
[15] instructional,materials [13] #stem,#ngss [13] high,school [12] learn,more [10] #keepteachingscience,#stem [9] #highquality,#openscied [9] #openscied,#science [8] #science,#keepteachingscience [8] #middleschool,#hqim [8] quality,instructional Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[8] equity,ngss [8] #nsta22,students [8] students,more [8] more,excited [8] excited,engaged [8] engaged,join [8] instructional,coaches [8] coaches,dr [8] dr,jarri [8] jarri,goodman Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: