The graph represents a network of 4,819 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, 23 February 2021 at 07:16 UTC.
The requested start date was Tuesday, 23 February 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 62-day, 3-hour, 19-minute period from Tuesday, 22 December 2020 at 21:32 UTC to Tuesday, 23 February 2021 at 00:51 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 : 4819
Unique Edges : 4403
Edges With Duplicates : 12310
Total Edges : 16713
Number of Edge Types : 5
Mentions : 4789
Retweet : 3426
MentionsInRetweet : 4809
Replies to : 1574
Tweet : 2115
Self-Loops : 2180
Reciprocated Vertex Pair Ratio : 0.0811008637095594
Reciprocated Edge Ratio : 0.150033852403521
Connected Components : 921
Single-Vertex Connected Components : 485
Maximum Vertices in a Connected Component : 2077
Maximum Edges in a Connected Component : 11660
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.409834
Graph Density : 0.000318072979939393
Modularity : 0.373756
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,819 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, 23 February 2021 at 07:16 UTC.
The requested start date was Tuesday, 23 February 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 62-day, 3-hour, 19-minute period from Tuesday, 22 December 2020 at 21:32 UTC to Tuesday, 23 February 2021 at 00:51 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:
[150] ãƒ,ム[111] high,school [107] dtcampbe,pls [103] science,education [103] #ngss,#ngsschat [100] 17,00 [93] die,pandemie [92] wollen,mal [92] mal,#ausgangssperre [92] #ausgangssperre,zwischen Top Word Pairs in Tweet in G1:
[102] dtcampbe,pls [79] ngss_tweeps,openscied [77] openscied,ngsschat [76] ngsschat,thinksci [74] thinksci,krenaep [64] sbottasullivan,ngss_tweeps [58] bmsscienceteach,ngss_tweeps [54] #ngss,#ngsschat [53] science,education [46] ngss_tweeps,ngsschat Top Word Pairs in Tweet in G2:
[18] #science,#ngss [17] nächtliche,ausgangssperre [16] #sasedu,#science [14] singapore,american [14] american,school [10] empfehlung,24 [10] 24,nächtliche [9] thueringen_,empfehlung [8] #ngss,#science [8] energy,transfer Top Word Pairs in Tweet in G3:
[35] ãƒ,ム[26] 科学とエンジニアリングの体験的,経験的活動 [22] ngss,aligned [20] #ngss,#ngsschat [17] next,generation [16] #ngss,#stem [16] grade,teachers [15] free,stem [15] stem,comic [15] comic,book Top Word Pairs in Tweet in G4:
[38] ø,ù [37] ø,ø [37] ù,ø [29] science,education [22] science,engineering [20] officialngss,science [20] computer,science [17] ù,ù [14] engineering,practices [14] middle,school Top Word Pairs in Tweet in G5:
[30] interesting,phenomenon [23] ask,students [23] scallion,greens [23] cut,bulb [22] phenomenon,happening [22] happening,florida [22] florida,ask [22] students,citrus [22] citrus,growers [22] growers,spray Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[13] #openscied,test [13] test,latest [13] latest,units [13] units,teach [13] teach,#middleschool [13] #middleschool,yes [11] butterfly_byram,#openscied [8] #ngss,#distancelearning [6] #ngss,ms [5] #100daysofcode,#devcommunity Top Word Pairs in Tweet in G9:
[54] high,school [53] please,teach [53] teach,high [53] school,biology [53] biology,middle [53] middle,grades [53] grades,science [53] science,apply [53] apply,part [53] part,sensemakers Top Word Pairs in Tweet in G10:
[25] alle,berliner [25] berliner,amtsärzte [25] amtsärzte,plädieren [25] plädieren,durchseuchungsstrategie [25] durchseuchungsstrategie,jene [25] jene,geringeres [25] geringeres,risiko [24] europeanberlin,alle [24] risiko,ver [12] die,bekämpfung 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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Top Tweeters in G10: