The graph represents a network of 3,149 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, 07 April 2020 at 06:07 UTC.
The requested start date was Tuesday, 07 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 25-day, 4-hour, 9-minute period from Thursday, 12 March 2020 at 19:12 UTC to Monday, 06 April 2020 at 23:22 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 : 3149
Unique Edges : 4559
Edges With Duplicates : 3157
Total Edges : 7716
Number of Edge Types : 4
Mentions : 2096
Replies to : 1003
MentionsInRetweet : 3461
Tweet : 1156
Self-Loops : 1156
Reciprocated Vertex Pair Ratio : 0.0523116995875841
Reciprocated Edge Ratio : 0.0994224422442244
Connected Components : 434
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 1967
Maximum Edges in a Connected Component : 6033
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.208732
Graph Density : 0.000489052211165643
Modularity : 0.496857
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 3,149 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, 07 April 2020 at 06:07 UTC.
The requested start date was Tuesday, 07 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 25-day, 4-hour, 9-minute period from Thursday, 12 March 2020 at 19:12 UTC to Monday, 06 April 2020 at 23:22 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:
[156] science,learning [148] supporting,science [131] looking,affordable [130] affordable,interactive [129] interactive,biology [128] biology,software [126] learning,during [124] during,#covid19 [123] guidance,supporting [122] resources,educators Top Word Pairs in Tweet in G1:
[135] science,learning [128] supporting,science [106] learning,during [106] guidance,supporting [104] during,#covid19 [104] #covid19,resources [104] resources,educators [104] educators,parents [100] pls,#ngsschat [99] philiplbell,pls Top Word Pairs in Tweet in G2:
[13] ãƒ,ム[7] #microgrant,alert [7] next,generation [6] ø,ø [6] 科学とエンジニアリングの体験的,経験的活動 [5] standards,ngss [5] alert,apply [5] apply,31 [5] 31,20 [5] 20,#ngss Top Word Pairs in Tweet in G3:
[131] looking,affordable [130] affordable,interactive [129] interactive,biology [128] biology,software [117] software,remote [114] remote,student [104] student,learning [88] learning,ngss [40] ngss,aligned [16] ngss,ali Top Word Pairs in Tweet in G4:
[60] mountains,made [60] made,plate [60] plate,tectonics [60] tectonics,intrinsic [60] intrinsic,beauty [60] beauty,older [60] older,documentaries [60] documentaries,sometimes [60] sometimes,gets [60] gets,forgotten Top Word Pairs in Tweet in G5:
[26] trying,change [26] change,world [26] world,teaching [26] teaching,right [26] right,change [26] change,children [26] children,view [25] ngssphenomena,trying [25] view,learning [24] people,publishing Top Word Pairs in Tweet in G6:
[10] eggatn,yao_frndez [7] comme,ça [6] jp_ngss,yao_frndez [5] 2017,2018 [5] 2018,2019 [5] ils,ont [5] mikeysfamous,sweeetfantasy [5] jp_ngss,eggatn [4] qu,ils [4] gros,sac Top Word Pairs in Tweet in G7:
[83] #staycurious,#ngss [63] lesson,terrific [26] teaching,science [26] science,never [23] science,resource [23] resource,mysterysci [22] terrific,teaching [20] sign,today [20] today,try [20] try,free Top Word Pairs in Tweet in G8:
[10] need,fun [10] fun,#readaloud [10] #readaloud,way [10] way,kick [10] kick,informal [10] informal,science [10] science,home [10] home,check [10] check,notable [10] notable,notebooks Top Word Pairs in Tweet in G9:
[57] science,teachers [36] teachers,bunch [36] bunch,downloadable [36] downloadable,lessons [36] lessons,use [36] use,interactive [36] interactive,home [35] doc_b_brown,science [35] home,based [35] based,less Top Word Pairs in Tweet in G10:
[76] kid's,school [76] school,cancelled [76] cancelled,home [76] home,indefinitely [76] indefinitely,really [76] really,learn [76] learn,something [75] thespacegal,kid's [2] something,werâ Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: