The graph represents a network of 4,538 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, 24 November 2020 at 07:21 UTC.
The requested start date was Tuesday, 24 November 2020 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 55-day, 23-hour, 12-minute period from Tuesday, 29 September 2020 at 00:26 UTC to Monday, 23 November 2020 at 23:38 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 : 4538
Unique Edges : 4212
Edges With Duplicates : 12074
Total Edges : 16286
Number of Edge Types : 5
Retweet : 3489
MentionsInRetweet : 4788
Mentions : 4264
Tweet : 2154
Replies to : 1591
Self-Loops : 2245
Reciprocated Vertex Pair Ratio : 0.0907796931836154
Reciprocated Edge Ratio : 0.166449180803248
Connected Components : 872
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 2289
Maximum Edges in a Connected Component : 12437
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.395379
Graph Density : 0.000334986229962874
Modularity : 0.360316
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,538 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, 24 November 2020 at 07:21 UTC.
The requested start date was Tuesday, 24 November 2020 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 55-day, 23-hour, 12-minute period from Tuesday, 29 September 2020 at 00:26 UTC to Monday, 23 November 2020 at 23:38 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:
[346] ì,ì [297] ù,ø [284] ø,ù [281] ø,ø [244] ì,œë [215] ù,ù [194] ë,ì [181] ãƒ,ム[156] tdishelton,katesor1027 [140] ê,ì Top Word Pairs in Tweet in G1:
[156] tdishelton,katesor1027 [130] ngss_tweeps,ngsschat [126] racheljcox87,tdishelton [101] thinksci,racheljcox87 [96] katesor1027,ngss_tweeps [60] katesor1027,ngsschat [56] science,education [41] sense,making [40] #ngss,#ngsschat [36] #ngsschat,#ngss Top Word Pairs in Tweet in G2:
[26] ø,ù [23] ù,ø [20] ø,ø [13] science,standards [11] next,generation [11] generation,science [11] ãƒ,ム[8] science,engineering [8] engineering,practices [8] #ngss,#science Top Word Pairs in Tweet in G3:
[37] pls,share [32] share,#indigenouspeoplesday [32] #indigenouspeoplesday,encourage [32] encourage,educators [32] educators,learn [32] learn,better [32] better,support [32] support,indigenous [32] indigenous,thriving [31] stemteachtools,pls Top Word Pairs in Tweet in G4:
[5] rã,fã [4] diodionychopper,s_assbague [4] parle,mes [4] covid,partir [4] ils,ont [4] jojo,jour [4] ma,vie [4] video,game [4] mais,bon [4] ils,vont Top Word Pairs in Tweet in G5:
[25] main,take [25] take,away [25] away,#cascience2020 [25] #cascience2020,teacher [25] teacher,administrator [25] administrator,gift [25] gift,science [24] science,learning [24] flabellinajg,main [20] announce,launch Top Word Pairs in Tweet in G6:
[38] isopropyl,alcohol [29] #ngss,#ngsschat [28] stones,found [28] found,ice [28] ice,small [28] small,point [28] point,below [28] below,depression [28] depression,surface [28] surface,ice Top Word Pairs in Tweet in G7:
[73] ãƒ,ム[18] 科学とエンジニアリングの体験的,経験的活動 [15] next,generation [14] œã,ム[12] guide,learn [12] learn,educators [12] educators,help [12] help,students [12] students,apply [12] apply,knowledge Top Word Pairs in Tweet in G8:
[5] alexcrowhurst3,liku_0 [4] paulinaceciliaa,realdonaldtrump [4] âœ,contribution [3] sunnewstamil,mkstalin [3] mkstalin,arivalayam [3] _ngss_,alexcrowhurst3 [2] kaitmarieox,realdonaldtrump [2] cancer,rates [2] realdonaldtrump,flotus [2] _ngss_,paulinaceciliaa Top Word Pairs in Tweet in G9:
[21] #staycurious,#ngss [15] lesson,terrific [10] join,learn [10] learn,#ngss [10] #ngss,authority [10] authority,discoveryed [10] discoveryed,science [10] science,author [10] author,tedwillard2061 [10] tedwillard2061,worked Top Word Pairs in Tweet in G10:
[338] ì,ì [244] ì,œë [194] ë,ì [140] ê,ì [130] œë,ì [123] ë,ë [118] ì,ìƒ [99] ì,œ [82] ìƒ,ì [78] lt,gt Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: