The graph represents a network of 4,400 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, 10 November 2020 at 07:22 UTC.
The requested start date was Tuesday, 10 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, 15-hour, 56-minute period from Tuesday, 15 September 2020 at 08:55 UTC to Tuesday, 10 November 2020 at 00:52 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 : 4400
Unique Edges : 4132
Edges With Duplicates : 12171
Total Edges : 16303
Number of Edge Types : 5
Mentions : 4202
MentionsInRetweet : 4834
Retweet : 3606
Tweet : 2121
Replies to : 1540
Self-Loops : 2234
Reciprocated Vertex Pair Ratio : 0.0907515361588152
Reciprocated Edge Ratio : 0.166401848909432
Connected Components : 803
Single-Vertex Connected Components : 393
Maximum Vertices in a Connected Component : 2420
Maximum Edges in a Connected Component : 12842
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.470728
Graph Density : 0.000357674264812251
Modularity : 0.357933
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,400 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, 10 November 2020 at 07:22 UTC.
The requested start date was Tuesday, 10 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, 15-hour, 56-minute period from Tuesday, 15 September 2020 at 08:55 UTC to Tuesday, 10 November 2020 at 00:52 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:
[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:
[155] tdishelton,katesor1027 [125] racheljcox87,tdishelton [124] ngss_tweeps,ngsschat [100] thinksci,racheljcox87 [95] katesor1027,ngss_tweeps [62] #ngss,#ngsschat [60] katesor1027,ngsschat [56] pls,share [55] #ngsschat,#ngss [51] science,education Top Word Pairs in Tweet in G2:
[84] ãƒ,ム[26] ø,ù [23] ù,ø [20] ø,ø [18] 科学とエンジニアリングの体験的,経験的活動 [17] next,generation [16] generation,science [15] science,standards [15] œã,ム[13] æ,æ Top Word Pairs in Tweet in G3:
[38] ø,ù [30] ù,ø [23] science,education [21] science,lever [21] lever,language [21] main,take [21] take,away [21] away,#cascience2020 [21] #cascience2020,teacher [21] teacher,administrator Top Word Pairs in Tweet in G4:
[14] next,generation [11] generation,science [11] science,standards [9] grade,levels [9] guide,learn [9] learn,educators [9] educators,help [9] help,students [9] students,apply [9] apply,knowledge Top Word Pairs in Tweet in G5:
[45] 30,day [45] day,science [45] science,challenge [45] many,students [44] check,30 [44] challenge,back [44] back,school [44] school,edition [44] edition,many [44] students,complete Top Word Pairs in Tweet in G6:
[16] jenswanbooks,#nstachat [11] trick,finding [11] finding,#books [11] #books,use [11] use,lessons [11] lessons,discovering [11] discovering,unique [11] unique,angle [11] angle,intrigue [11] intrigue,ss Top Word Pairs in Tweet in G7:
[24] jim,allison [24] allison,breakthrough [19] #staycurious,#ngss [16] lesson,terrific [15] tool,teaching [15] teaching,students [10] join,learn [10] learn,#ngss [10] #ngss,authority [10] authority,discoveryed Top Word Pairs in Tweet in G8:
[12] science,standards [9] join,curriculum [9] curriculum,experts [9] experts,amplify [9] amplify,uc [9] uc,berkeley [9] berkeley,lawrence [9] lawrence,hall [9] hall,science [9] science,series Top Word Pairs in Tweet in G9:
[26] creating,initial [26] initial,models [26] models,students [26] students,engaged [26] engaged,jamboard [26] jamboard,gallery [26] gallery,walk [26] walk,give [26] give,each [26] each,feedback 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: