The graph represents a network of 3,875 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, 26 October 2021 at 06:20 UTC.
The requested start date was Tuesday, 26 October 2021 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 84-day, 20-hour, 19-minute period from Monday, 02 August 2021 at 03:36 UTC to Monday, 25 October 2021 at 23:55 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 : 3875
Unique Edges : 3763
Edges With Duplicates : 11750
Total Edges : 15513
Number of Edge Types : 5
Mentions : 3472
MentionsInRetweet : 4874
Retweet : 3410
Replies to : 1764
Tweet : 1993
Self-Loops : 2043
Reciprocated Vertex Pair Ratio : 0.0839629120879121
Reciprocated Edge Ratio : 0.154918422303184
Connected Components : 655
Single-Vertex Connected Components : 291
Maximum Vertices in a Connected Component : 2143
Maximum Edges in a Connected Component : 11912
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.483517
Graph Density : 0.000420537245824104
Modularity : 0.337736
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,875 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, 26 October 2021 at 06:20 UTC.
The requested start date was Tuesday, 26 October 2021 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 84-day, 20-hour, 19-minute period from Monday, 02 August 2021 at 03:36 UTC to Monday, 25 October 2021 at 23:55 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:
[168] special,issue [155] #ngsschat,#ngss [119] #ngss,#ngsschat [113] philiplbell,pls [111] middle,school [108] ãƒ,ム[99] instructional,materials [99] science,education [98] learn,more [91] science,standards Top Word Pairs in Tweet in G1:
[158] special,issue [140] #ngsschat,#ngss [107] philiplbell,pls [91] instructional,materials [88] #ngss,instructional [70] #ngss,special [62] #ngss,#ngsschat [61] sbottasullivan,kimmomteacher [59] kimmomteacher,openscied [53] looking,forward Top Word Pairs in Tweet in G2:
[15] ãƒ,ム[13] next,generation [12] ngss,aligned [12] science,standards [11] generation,science [9] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [9] #ハニセレ2,#ハニーセレクト2 [8] standards,ngss [6] ngss,standards [6] middle,school Top Word Pairs in Tweet in G3:
[41] middle,school [37] school,science [37] science,program [34] program,received [31] science,education [31] received,edreports [28] gateway,designed [27] honored,middle [27] designed,ngss [27] ngss,top Top Word Pairs in Tweet in G4:
[46] simulation,lets [46] lets,drop [46] drop,raindrop [46] raindrop,anywhere [46] anywhere,watch [46] watch,ends [46] ends,use [45] lgates_science,simulation [37] #ngss,#ngsschat [36] use,sâ Top Word Pairs in Tweet in G5:
[56] ãƒ,ム[39] staff更新,#大阪5区 [22] æ,æ [17] #大阪5区,#衆議院選挙は大石あきこ [16] #大石あきこ,の生の声聴きに来てください [16] の生の声聴きに来てください,ボランティアも大募集中です [16] ボランティアも大募集中です,staff更新 [16] #大阪5区,#れいわ新選組 [16] #衆議院選挙は大石あきこ,#比例はれいわ [15] #れいわ新選組,#比例はれいわ Top Word Pairs in Tweet in G6:
[23] science,standards [23] places,students [22] next,generation [22] generation,science [17] students,role [15] ngss,aligned [15] performance,tasks [14] three,dimensional [14] free,#pbl [14] #pbl,unit Top Word Pairs in Tweet in G7:
[31] #science,#edtech [28] #edtech,#ngss [24] #codingisfun,#ngss [23] strawbees,infinity [23] infinity,park [23] park,#stem [23] #stem,#engineering [23] #engineering,#makers [23] #makers,#microbit [23] #microbit,#csk8 Top Word Pairs in Tweet in G8:
[12] next,generation [12] generation,science [12] science,standards [12] #stem,#storytime [11] white,paper [11] storytime,stem [11] #steminlibraries,#ngss [11] #ngss,#ela [10] #ngss,#scied [10] professional,learning Top Word Pairs in Tweet in G9:
[3] allez,voir [3] mes,potes [3] elles,ont [2] souhaite,très [2] très,bon [2] bon,anniversaire [2] anniversaire,seiyuu [2] seiyuu,masako [2] masako,nozawa [2] nozawa,fête Top Word Pairs in Tweet in G10:
[19] pls,attn [19] attn,hs [19] hs,sci [19] sci,tchrs [19] tchrs,unit [19] unit,tchg [19] tchg,covid [19] covid,pandemic [19] pandemic,features [19] features,ngss Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: