The graph represents a network of 3,574 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, 18 January 2022 at 07:30 UTC.
The requested start date was Tuesday, 18 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 68-day, 11-hour, 50-minute period from Wednesday, 10 November 2021 at 12:10 UTC to Tuesday, 18 January 2022 at 00:01 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 : 3574
Unique Edges : 3631
Edges With Duplicates : 13326
Total Edges : 16957
Number of Edge Types : 5
Mentions : 2560
Replies to : 1825
Retweet : 3951
MentionsInRetweet : 5266
Tweet : 3355
Self-Loops : 3390
Reciprocated Vertex Pair Ratio : 0.091327705295472
Reciprocated Edge Ratio : 0.167369901547117
Connected Components : 529
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 2079
Maximum Edges in a Connected Component : 14231
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.147356
Graph Density : 0.000445422368942221
Modularity : 0.29622
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,574 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, 18 January 2022 at 07:30 UTC.
The requested start date was Tuesday, 18 January 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 68-day, 11-hour, 50-minute period from Wednesday, 10 November 2021 at 12:10 UTC to Tuesday, 18 January 2022 at 00:01 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:
[187] ãƒ,ム[99] æ,æ [98] science,learning [86] ngss,aligned [83] #ngss,#ngsschat [71] science,education [70] instructional,materials [70] ç,æ [65] high,school [62] learn,more Top Word Pairs in Tweet in G1:
[80] science,learning [57] philiplbell,pls [50] science,education [48] special,issue [47] pls,#ngsschat [45] dtcampbe,pls [44] learn,more [44] instructional,materials [36] #ngss,#ngsschat [35] excited,share Top Word Pairs in Tweet in G2:
[163] ãƒ,ム[96] æ,æ [67] ç,æ [54] œã,æ [52] œã,ÿã [48] æ,œã [46] æ,ç [46] œã,ªã [45] šã,æ [41] ªã,œã Top Word Pairs in Tweet in G3:
[15] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [15] #ハニセレ2,#ハニーセレクト2 [11] #zdf,#rtl [11] #rtl,#spd [11] #spd,#fdp [11] #fdp,#gruene [11] #gruene,#csu [11] #csu,#afd [9] ngss,science [9] #afd,wann Top Word Pairs in Tweet in G4:
[23] #stem,educators [22] workman_chang,lae121 [15] #ngss,standards [15] starrmatica,texts [14] #ngss,#edtech [14] #ngss,unit [14] comprehension,#ngss [14] chat,#kqedinnovators [14] #kqedinnovators,workman_chang [14] ways,implement Top Word Pairs in Tweet in G5:
[27] #ngss,#ngsschat [12] ngss_tweeps,ngssphenomena [12] sun,always [12] always,rise [12] rise,east [12] east,map [12] map,photos [12] photos,neighborhood [12] neighborhood,use [11] soap,mix Top Word Pairs in Tweet in G6:
[14] sun,set [14] set,few [14] few,days [14] days,ago [14] ago,barrow [14] barrow,alaska [14] alaska,utqiaġvik [14] utqiaġvik,rise [14] rise,again [14] again,until Top Word Pairs in Tweet in G7:
[8] please,buy [8] buy,spongebob [8] spongebob,hoodie [8] hoodie,use [8] use,payment [8] payment,#spongs [8] #spongs,elonmusk [8] elonmusk,#dogecoin [8] #dogecoin,#dogecointothemoon [7] spongssqueare,please Top Word Pairs in Tweet in G8:
[27] リプありがとうございます,'ˬ [18] 検索よりリプ失礼します,'ˬ [14] ãƒ,ム[13] 郵送交換,同日発送のみ [12] マコ,リオ [11] 譲,マコ [11] 求,リク [11] 'ˬ,可能です [10] リオ,マヤ [10] ngss_rk,リプありがとうございます Top Word Pairs in Tweet in G9:
[6] steel,ball [6] ball,run [4] thousand,year [4] year,blood [4] blood,war [4] par,pitié [4] octobre,2022 [4] run,2008 [4] ce,chat [3] ils,veulent Top Word Pairs in Tweet in G10:
[13] bmsscienceteach,ngss_tweeps [7] #ngsschat,ngss_tweeps [6] paper,published [6] published,student [5] anyone,idea [5] idea,youth [5] youth,paper [5] student,goal [5] goal,year [5] isn,best Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: