The graph represents a network of 3,115 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, 31 March 2020 at 06:07 UTC.
The requested start date was Tuesday, 31 March 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 22-day, 18-hour, 45-minute period from Saturday, 07 March 2020 at 21:33 UTC to Monday, 30 March 2020 at 16:18 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 : 3115
Unique Edges : 4534
Edges With Duplicates : 3148
Total Edges : 7682
Number of Edge Types : 4
Tweet : 1211
MentionsInRetweet : 3416
Mentions : 2095
Replies to : 960
Self-Loops : 1211
Reciprocated Vertex Pair Ratio : 0.0584329349269588
Reciprocated Edge Ratio : 0.110414052697616
Connected Components : 450
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 1953
Maximum Edges in a Connected Component : 6113
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.372411
Graph Density : 0.000492984100180307
Modularity : 0.498049
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 3,115 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, 31 March 2020 at 06:07 UTC.
The requested start date was Tuesday, 31 March 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 22-day, 18-hour, 45-minute period from Saturday, 07 March 2020 at 21:33 UTC to Monday, 30 March 2020 at 16:18 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:
[170] science,learning [149] supporting,science [131] looking,affordable [130] affordable,interactive [129] interactive,biology [128] biology,software [125] science,teachers [124] during,#covid19 [123] guidance,supporting [123] learning,during Top Word Pairs in Tweet in G1:
[148] science,learning [130] supporting,science [108] learning,during [108] during,#covid19 [107] guidance,supporting [106] #covid19,resources [106] resources,educators [106] educators,parents [104] pls,#ngsschat [101] philiplbell,pls Top Word Pairs in Tweet in G2:
[15] #microgrant,alert [10] alert,apply [10] apply,31 [10] 31,20 [10] 20,#ngss [10] #ngss,microgrant [10] microgrant,immersed [10] immersed,games [10] games,winners [10] winners,receive 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:
[35] full,video [26] #gopro,melted [26] melted,hawaii [26] hawaii,lava [26] lava,survives [26] survives,kilaueaecoguide [26] kilaueaecoguide,full [26] video,#canttaketheheat [25] nesta_us,#gopro [25] #canttaketheheat,#volcano Top Word Pairs in Tweet in G5:
[99] #staycurious,#ngss [77] lesson,terrific [35] teaching,science [35] science,never [29] terrific,teaching [23] science,resource [23] resource,mysterysci [21] never,easy [20] easy,#staycurious [20] sign,today Top Word Pairs in Tweet in G6:
[26] world,around [22] officialngss,#mondaymotivation [21] #ngss,figuring [21] figuring,world [21] around,best [21] best,learning [21] learning,happen [21] happen,students [20] officialngss,#ngss [20] students,homes Top Word Pairs in Tweet in G7:
[10] eggatn,yao_frndez [8] comme,ça [6] jp_ngss,yao_frndez [5] ils,ont [5] jp_ngss,eggatn [4] covid,19 [4] t'as,pris [4] pris,vu [4] ont,été [4] janvier,1888 Top Word Pairs in Tweet in G8:
[30] bmsscienceteach,ngss_tweeps [21] #ngsschat,ngss_tweeps [13] nsta,web [13] web,seminar [13] seminar,coronavirus [13] coronavirus,covid [13] covid,19 [13] 19,25 [13] 25,starting [13] starting,00 Top Word Pairs in Tweet in G9:
[55] science,teachers [33] teachers,bunch [33] bunch,downloadable [33] downloadable,lessons [33] lessons,use [33] use,interactive [33] interactive,home [32] doc_b_brown,science [32] home,based [32] based,less Top Word Pairs in Tweet in G10:
[67] ms,hs [49] pbs,newshour [45] list,ms [45] hs,students [34] worried,school [34] school,closures [34] closures,check [34] check,pbs [34] newshour,extra's [34] extra's,classroom 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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