The graph represents a network of 2,885 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, 21 April 2020 at 06:11 UTC.
The requested start date was Tuesday, 21 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 32-day, 7-hour, 49-minute period from Thursday, 19 March 2020 at 15:03 UTC to Monday, 20 April 2020 at 22:52 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 : 2885
Unique Edges : 2753
Edges With Duplicates : 7674
Total Edges : 10427
Number of Edge Types : 5
Retweet : 2480
MentionsInRetweet : 3457
Tweet : 1357
Replies to : 878
Mentions : 2255
Self-Loops : 1416
Reciprocated Vertex Pair Ratio : 0.0666363429611098
Reciprocated Edge Ratio : 0.124946695095949
Connected Components : 458
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 1724
Maximum Edges in a Connected Component : 8201
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.01531
Graph Density : 0.00056367888812236
Modularity : 0.356739
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 2,885 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, 21 April 2020 at 06:11 UTC.
The requested start date was Tuesday, 21 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 32-day, 7-hour, 49-minute period from Thursday, 19 March 2020 at 15:03 UTC to Monday, 20 April 2020 at 22:52 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:
[95] next,generation [88] #staycurious,#ngss [86] distance,learning [82] generation,science [81] science,standards [73] lesson,terrific [65] plate,tectonics [63] mountains,made [63] made,plate [63] tectonics,intrinsic Top Word Pairs in Tweet in G1:
[44] science,learning [41] #ngsschat,ngss_tweeps [39] tdishelton,join [36] ngsnavigators,podcast [33] ngss_tweeps,ngsschat [30] distance,learning [28] shmoovyshmoov,ngss_tweeps [26] #ngss,#ngsschat [26] tdishelton,check [26] test,drive Top Word Pairs in Tweet in G2:
[32] april,2013 [32] 2013,next [32] next,generation [32] generation,science [32] science,standards [32] standards,released [32] released,turn [32] turn,seven [32] seven,years [32] years,old Top Word Pairs in Tweet in G3:
[7] next,generation [6] ø,ø [5] generation,science [5] ø,ù [5] ù,ø [4] mo,ngss [4] science,standards [4] lieblingsspieler,jeweiligen [4] ngss,aligned [4] free,online Top Word Pairs in Tweet in G4:
[63] plate,tectonics [62] mountains,made [62] made,plate [62] tectonics,intrinsic [62] intrinsic,beauty [62] beauty,older [62] older,documentaries [62] documentaries,sometimes [62] sometimes,gets [62] gets,forgotten Top Word Pairs in Tweet in G5:
[10] eggatn,yao_frndez [6] melty,blood [6] jp_ngss,yao_frndez [5] 2017,2018 [5] 2018,2019 [5] ils,sont [5] mikeysfamous,sweeetfantasy [5] jp_ngss,eggatn [4] trap_queen07,eggatn [4] comme,ça Top Word Pairs in Tweet in G6:
[88] #staycurious,#ngss [73] lesson,terrific [45] teaching,science [45] science,never [37] terrific,teaching [18] never,#staycurious [18] never,easy [17] easy,#staycurious [11] mysterysci,sign [11] sign,today Top Word Pairs in Tweet in G7:
[14] #ngss,#stem [14] hard,fun [14] scientists,kispride [14] effectively,implement [14] implement,next [13] help,students [13] next,generation [12] zspace,experiences [12] experiences,#ar [12] #ar,#vr Top Word Pairs in Tweet in G8:
[28] science,home [19] science,packet [19] packet,families [19] families,discuss [19] discuss,together [19] together,created [19] created,years [19] years,ago [19] ago,useful [19] useful,resource Top Word Pairs in Tweet in G9:
[9] #ngss,ify [9] notice,wonder [8] register,tonight [8] tonight,free [8] free,webinar [8] webinar,#ngss [8] ify,#qft [8] #qft,nicolejbolduc [8] nicolejbolduc,sarahrqi [8] sarahrqi,happening Top Word Pairs in Tweet in G10:
[7] science,#distancelearning [7] #distancelearning,look [7] look,sepup_ucb [7] sepup_ucb,#ngss [7] #ngss,check [7] check,one [7] one,rockstar [6] rockstar,teachers [5] buy,much [5] much,spaghetti 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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