The graph represents a network of 3,698 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, 14 December 2021 at 07:27 UTC.
The requested start date was Tuesday, 14 December 2021 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 61-day, 3-hour, 57-minute period from Wednesday, 13 October 2021 at 20:35 UTC to Tuesday, 14 December 2021 at 00:33 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 : 3698
Unique Edges : 3792
Edges With Duplicates : 12792
Total Edges : 16584
Number of Edge Types : 5
Replies to : 1878
Retweet : 3565
MentionsInRetweet : 5004
Tweet : 2593
Mentions : 3544
Self-Loops : 2640
Reciprocated Vertex Pair Ratio : 0.10056757715502
Reciprocated Edge Ratio : 0.182755842062853
Connected Components : 568
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 2128
Maximum Edges in a Connected Component : 13700
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.30033
Graph Density : 0.000453863678222428
Modularity : 0.316942
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,698 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, 14 December 2021 at 07:27 UTC.
The requested start date was Tuesday, 14 December 2021 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 61-day, 3-hour, 57-minute period from Wednesday, 13 October 2021 at 20:35 UTC to Tuesday, 14 December 2021 at 00:33 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:
[360] ãƒ,ム[204] æ,æ [184] ø,ø [154] ç,æ [152] ø,ù [148] ù,ø [135] œã,æ [129] #ngsschat,#ngss [114] ù,ù [94] science,education Top Word Pairs in Tweet in G1:
[119] #ngsschat,#ngss [84] philiplbell,pls [67] pls,#ngsschat [65] science,education [59] sbottasullivan,kimmomteacher [59] kimmomteacher,openscied [51] ngss_tweeps,sbottasullivan [48] dtcampbe,pls [48] special,issue [46] high,quality Top Word Pairs in Tweet in G2:
[310] ãƒ,ム[199] æ,æ [151] ç,æ [135] œã,æ [86] æ,ç [81] æ,œã [78] šã,æ [76] ÿã,æ [76] šã,œã [76] œã,ªã Top Word Pairs in Tweet in G3:
[62] ù,ù [20] ãƒ,ム[17] ù,ø [15] ø,ø [14] ø,ù [13] ハニセレ2勝手にアップローダー更新情報,#ハニセレ2 [13] #ハニセレ2,#ハニーセレクト2 [9] ù,ùšù [9] _,ù [8] generation,science Top Word Pairs in Tweet in G4:
[23] computer,science [21] science,ngss [19] website,feature [19] feature,look [19] look,#ngss [19] #ngss,ll [19] ll,see [19] see,connections [19] connections,example [18] gravity,car Top Word Pairs in Tweet in G5:
[46] ngss_tweeps,aactconnect [25] #ngss,#ngsschat [21] katydornbos,ngss_tweeps [20] ngssphenomena,ngss_tweeps [19] ngsssfocus,ngssphenomena [12] ngss_tweeps,ngssphenomena [10] ngssphenomena,ngsssfocus [10] rytriguy,ngss_tweeps [8] katydornbos,ngsssfocus [8] group,9th Top Word Pairs in Tweet in G6:
[22] workman_chang,lae121 [22] #stem,educators [19] #ngss,unit [15] #ngss,standards [14] comprehension,#ngss [14] chat,#kqedinnovators [14] #kqedinnovators,workman_chang [14] ways,implement [13] #medialiteracy,skills [13] g3,ss Top Word Pairs in Tweet in G7:
[10] science,teachers [9] passionate,teaching [9] teaching,elementary [9] elementary,stem [9] stem,kispride [9] kispride,posted [9] posted,job [9] job,openings [9] openings,elementary [9] elementary,science Top Word Pairs in Tweet in G8:
[16] 5th,grade [13] collective,responsibility [13] responsibility,ensure [13] ensure,sci [13] sci,taught [13] taught,times [13] times,changed [13] changed,nsta [13] starrmatica,texts [12] student,ideas Top Word Pairs in Tweet in G9:
[12] learn,more [10] awesome,activity [10] #nabt2021,place [10] place,sneak [10] sneak,peek [10] peek,development [10] development,biology [10] biology,program [10] program,designed [10] designed,sepup_ucb Top Word Pairs in Tweet in G10:
[4] par,pitié [3] ils,veulent [2] veulent,faire [2] faire,adaptation [2] adaptation,atlantide [2] atlantide,empire [2] empire,perdu [2] perdu,eux [2] eux,deux [2] alors,jsuis Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: