The graph represents a network of 4,732 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, 02 March 2021 at 07:17 UTC.
The requested start date was Tuesday, 02 March 2021 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 58-day, 7-hour, 24-minute period from Saturday, 02 January 2021 at 16:15 UTC to Monday, 01 March 2021 at 23:39 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 : 4732
Unique Edges : 4338
Edges With Duplicates : 12424
Total Edges : 16762
Number of Edge Types : 5
Retweet : 3415
MentionsInRetweet : 4781
Tweet : 2020
Mentions : 4941
Replies to : 1605
Self-Loops : 2056
Reciprocated Vertex Pair Ratio : 0.0822618351841029
Reciprocated Edge Ratio : 0.152018361009856
Connected Components : 875
Single-Vertex Connected Components : 451
Maximum Vertices in a Connected Component : 2149
Maximum Edges in a Connected Component : 12086
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.429831
Graph Density : 0.000330860301105655
Modularity : 0.36241
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,732 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, 02 March 2021 at 07:17 UTC.
The requested start date was Tuesday, 02 March 2021 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 58-day, 7-hour, 24-minute period from Saturday, 02 January 2021 at 16:15 UTC to Monday, 01 March 2021 at 23:39 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:
[135] ãƒ,ム[126] dtcampbe,pls [112] high,school [102] science,education [100] 17,00 [95] #ngss,#ngsschat [93] die,pandemie [92] wollen,mal [92] mal,#ausgangssperre [92] #ausgangssperre,zwischen Top Word Pairs in Tweet in G1:
[119] dtcampbe,pls [79] ngss_tweeps,openscied [76] openscied,ngsschat [75] ngsschat,thinksci [73] thinksci,krenaep [67] science,education [63] sbottasullivan,ngss_tweeps [55] professional,learning [54] science,learning [54] #ngss,#ngsschat Top Word Pairs in Tweet in G2:
[19] #science,#ngss [17] #sasedu,#science [15] singapore,american [15] american,school [8] generation,science [8] #ngss,#science [8] energy,transfer [7] next,generation [7] science,standards [7] die,ausgangssperre Top Word Pairs in Tweet in G3:
[24] bmsscienceteach,ngss_tweeps [21] social,justice [18] those,plants [18] plants,those [18] those,lines [18] lines,darker [18] darker,bottom [18] bottom,lighter [18] lighter,top [17] ngssphenomena,those Top Word Pairs in Tweet in G4:
[27] interesting,phenomenon [21] ask,students [21] scallion,greens [21] cut,bulb [20] phenomenon,happening [20] happening,florida [20] florida,ask [20] students,citrus [20] citrus,growers [20] growers,spray Top Word Pairs in Tweet in G5:
[88] wollen,mal [88] mal,#ausgangssperre [88] #ausgangssperre,zwischen [88] zwischen,09 [88] 09,00 [88] 00,17 [88] 17,00 [88] 00,uhr [88] uhr,versuchen [88] versuchen,#machtdiebueroszu Top Word Pairs in Tweet in G6:
[62] software,system [62] system,bestehen [62] bestehen,bleiben [62] bleiben,bleibt [62] bleibt,die [62] die,pandemie [62] pandemie,habe [62] habe,sorge [61] drpuerner,software [61] sorge,überwachungssysteme Top Word Pairs in Tweet in G7:
[25] pre,packaged [25] material,sets [20] labaids,pre [14] packaged,material [14] sets,ss [14] ss,hands [14] hands,screens [14] screens,science [14] science,home [14] home,activities Top Word Pairs in Tweet in G8:
[52] high,school [51] please,teach [51] teach,high [51] school,biology [51] biology,middle [51] middle,grades [51] grades,science [51] science,apply [51] apply,part [51] part,sensemakers Top Word Pairs in Tweet in G9:
[35] ãƒ,ム[24] 科学とエンジニアリングの体験的,経験的活動 [13] #stel,technologyは [13] technologyは,人間必要性と要望を満たすためにデザインされた製品 [13] 人間必要性と要望を満たすためにデザインされた製品,システム [13] システム,プロセスを通じた [13] プロセスを通じた,自然環境の改変である [13] 自然環境の改変である,ほぼ [13] ほぼ,ngssと変わってないけど製品 [13] ngssと変わってないけど製品,システム Top Word Pairs in Tweet in G10:
[71] mehr,überwachungsstaat [71] überwachungsstaat,heute [71] heute,sicher [71] sicher,mehr [71] mehr,gefordert [70] netzpolitik,mehr [2] bleibe,optimistisch [2] optimistisch,gedämpft [2] gedämpft,klarem [2] klarem,hoffnungsschimmer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: