The graph represents a network of 3,665 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, 04 January 2022 at 07:32 UTC.
The requested start date was Tuesday, 04 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, 17-hour, 41-minute period from Wednesday, 27 October 2021 at 06:08 UTC to Monday, 03 January 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 : 3665
Unique Edges : 3560
Edges With Duplicates : 12912
Total Edges : 16472
Number of Edge Types : 5
Replies to : 1696
Mentions : 2680
Tweet : 3200
Retweet : 3811
MentionsInRetweet : 5085
Self-Loops : 3241
Reciprocated Vertex Pair Ratio : 0.0960322024151811
Reciprocated Edge Ratio : 0.175236096537251
Connected Components : 562
Single-Vertex Connected Components : 253
Maximum Vertices in a Connected Component : 2073
Maximum Edges in a Connected Component : 13587
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.235007
Graph Density : 0.000425808873028828
Modularity : 0.306484
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,665 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, 04 January 2022 at 07:32 UTC.
The requested start date was Tuesday, 04 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, 17-hour, 41-minute period from Wednesday, 27 October 2021 at 06:08 UTC to Monday, 03 January 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:
[360] ãƒ,ム[204] æ,æ [184] ø,ø [154] ç,æ [152] ø,ù [148] ù,ø [135] œã,æ [114] ù,ù [94] ngss,aligned [91] æ,ç Top Word Pairs in Tweet in G1:
[65] philiplbell,pls [59] science,learning [56] #ngsschat,#ngss [49] pls,#ngsschat [48] instructional,materials [48] special,issue [45] science,education [45] dtcampbe,pls [44] learn,more [35] excited,share 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 [9] #zdf,#rtl Top Word Pairs in Tweet in G4:
[31] #ngss,#ngsschat [17] sun,set [17] set,few [17] few,days [17] days,ago [17] ago,barrow [17] barrow,alaska [17] alaska,utqiaġvik [17] utqiaġvik,rise [17] rise,again Top Word Pairs in Tweet in G5:
[27] school,science [24] instructional,materials [22] #ngss,expertise [22] expertise,commitment [22] workman_chang,lae121 [22] #stem,educators [19] commitment,quality [19] quality,instructional [19] science,materials [18] #ngss,standards Top Word Pairs in Tweet in G6:
[21] computer,science [19] science,ngss [17] gravity,car [15] sharing,connections [15] connections,between [14] car,success [14] success,students [14] students,challenged [14] challenged,design [14] design,build Top Word Pairs in Tweet in G7:
[11] sneak,peek [10] awesome,activity [10] #nabt2021,place [10] place,sneak [10] peek,development [10] development,biology [10] biology,program [10] program,designed [10] designed,sepup_ucb [9] labaids,#nabt2021 Top Word Pairs in Tweet in G8:
[6] steel,ball [6] ball,run [4] ils,ont [4] thousand,year [4] year,blood [4] blood,war [4] par,pitié [4] octobre,2022 [4] run,2008 [3] ils,veulent Top Word Pairs in Tweet in G9:
[17] starrmatica,texts [14] 5th,grade [13] free,nsta [13] probes,uncover [11] storytime,stem [10] student,ideas [10] check,starrmatica [9] nsta,web [9] web,seminar [9] seminar,fa Top Word Pairs in Tweet in G10:
[4] க,க [4] airtelindia,reliancejio [4] reliancejio,vicustomercare [4] gt,gt [3] shut,those [3] those,#tamilnadu [3] #tamilnadu,third [3] third,wave [3] wave,already [3] already,began 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: