The graph represents a network of 3,768 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, 09 June 2020 at 06:11 UTC.
The requested start date was Tuesday, 09 June 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 36-day, 6-hour, 28-minute period from Sunday, 03 May 2020 at 17:11 UTC to Monday, 08 June 2020 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 : 3768
Unique Edges : 2990
Edges With Duplicates : 7692
Total Edges : 10682
Number of Edge Types : 5
Mentions : 1953
Retweet : 2991
MentionsInRetweet : 3726
Tweet : 1377
Replies to : 635
Self-Loops : 1437
Reciprocated Vertex Pair Ratio : 0.0570652173913043
Reciprocated Edge Ratio : 0.107969151670951
Connected Components : 606
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 1956
Maximum Edges in a Connected Component : 7281
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.778586
Graph Density : 0.000356275894642095
Modularity : 0.433372
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,768 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, 09 June 2020 at 06:11 UTC.
The requested start date was Tuesday, 09 June 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 36-day, 6-hour, 28-minute period from Sunday, 03 May 2020 at 17:11 UTC to Monday, 08 June 2020 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 G2:
[60] water,lava [57] lava,good [50] good,mix [49] mix,happens [49] happens,water [48] water,introduced [44] introduced,volcanic [44] volcanic,systems [42] systems,throwing [41] throwing,10 Top Word Pairs in Tweet in G3:
[377] #stem,#ngss [377] #ngss,#education [377] still,time [377] time,apply [377] apply,2020 [377] 2020,ngss [377] ngss,microgrant [377] microgrant,deadline [377] deadline,june [377] june,easy Top Word Pairs in Tweet in G4:
[17] ig,iobbu [17] chris_atw,ig [17] iobbu,jipi_ngss [17] jâ,suis [17] quand,ils [17] please,please [17] racisme,anti [17] anti,blanc [17] tout,monde [17] tout,ce Top Word Pairs in Tweet in G5:
[7] please,third [6] third,glasgow [6] glasgow,#bioinformatics [6] #bioinformatics,summer [6] summer,school [6] school,take [6] take,place [6] place,24 [6] 24,28 [5] 28,august Top Word Pairs in Tweet in G6:
[144] jamboard,#ngss [144] virtual,world [144] using,jamboard [144] #ngss,#cangss [144] wow,end [144] end,creativity [144] creativity,taking [144] taking,#qft [144] #qft,online [144] online,chienforstem Top Word Pairs in Tweet in G7:
[9] distance,learning [8] #science,#education [8] life,sci [7] biology,life [7] sci,teachers [7] teachers,know [7] know,nabts [7] nabts,journal [7] journal,american [7] american,biology Top Word Pairs in Tweet in G8:
[34] ãƒ,ム[26] #scichat,#ngsschat [24] #k12,#stem [18] pltw,launch [18] virtual,field [18] field,trip [18] learn,more [18] science,teachers [18] teachers,focus [18] focus,reading Top Word Pairs in Tweet in G9:
[30] 30,day [14] #ngss,#ngsschat [14] day,science [13] science,challenge [13] home,based [13] happy,share [12] share,30 [9] challenge,engaged [9] engaged,home [9] based,learning Top Word Pairs in Tweet in G10:
[22] regierungssender,entlarvt [17] olivergorus,regierungssender [16] antifa,gibt [11] gibt,hinrichtungsstyle [11] hinrichtungsstyle,gaspistole [10] gaspistole,aufgesetzten [10] aufgesetzten,kopfschuss [10] kopfschuss,staatsfunk [10] staatsfunk,die [10] die,polizei Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: