The graph represents a network of 3,673 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 June 2020 at 06:11 UTC.
The requested start date was Tuesday, 02 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 33-day, 4-hour, 7-minute period from Wednesday, 29 April 2020 at 19:26 UTC to Monday, 01 June 2020 at 23:34 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 : 3673
Unique Edges : 2817
Edges With Duplicates : 7760
Total Edges : 10577
Number of Edge Types : 5
Replies to : 639
Mentions : 1924
MentionsInRetweet : 3759
Retweet : 3003
Tweet : 1252
Self-Loops : 1315
Reciprocated Vertex Pair Ratio : 0.0624209194432729
Reciprocated Edge Ratio : 0.11750694720127
Connected Components : 558
Single-Vertex Connected Components : 261
Maximum Vertices in a Connected Component : 2107
Maximum Edges in a Connected Component : 7694
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.840294
Graph Density : 0.000373537804872985
Modularity : 0.42656
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,673 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 June 2020 at 06:11 UTC.
The requested start date was Tuesday, 02 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 33-day, 4-hour, 7-minute period from Wednesday, 29 April 2020 at 19:26 UTC to Monday, 01 June 2020 at 23:34 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:
[74] water,lava [63] lava,good [50] good,mix [50] mix,happens [47] happens,water [42] water,introduced [40] introduced,volcanic [39] volcanic,systems [39] systems,throwing [39] 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] please,please [17] chris_atw,ig [17] iobbu,jipi_ngss [17] votoor,jul [17] comme,ça [17] ai,trop [17] trop,mal [17] jâ,suis [17] quand,ils Top Word Pairs in Tweet in G5:
[6] 30,day [6] day,science [5] science,challenge [5] home,based [5] happy,share [5] share,30 [4] challenge,engaged [4] engaged,home [4] based,learning [4] learning,let's Top Word Pairs in Tweet in G6:
[159] virtual,summer [146] #cangss,collaborative [140] high,school [137] partnership,#cangss [135] school,virtual [135] k12alliance,partnership [135] collaborative,reg [135] reg,open [135] open,#climatescience [135] #climatescience,high Top Word Pairs in Tweet in G7:
[32] please,third [30] third,glasgow [27] glasgow,#bioinformatics [20] #bioinformatics,summer [19] summer,school [18] school,take [14] take,place [14] place,24 [14] 24,28 [14] 28,august Top Word Pairs in Tweet in G8:
[140] hey,#scienceteachers [140] #scienceteachers,check [140] check,#stemvideohall [140] #stemvideohall,learn [140] learn,federally [140] federally,funded [140] funded,projects [140] projects,addressing [140] addressing,#ngss [140] #ngss,link Top Word Pairs in Tweet in G9:
[28] excited,start [28] start,seesaw [28] seesaw,science [28] science,notebooks [28] notebooks,kindrockets [28] kindrockets,study [28] study,life [28] life,cycle [28] cycle,fun [24] fun,using Top Word Pairs in Tweet in G10:
[9] regierungssender,entlarvt [9] olivergorus,regierungssender [9] antifa,gibt [9] gibt,hinrichtungsstyle [9] hinrichtungsstyle,gaspistole [9] gaspistole,aufgesetzten [9] aufgesetzten,kopfschuss [9] kopfschuss,staatsfunk [9] staatsfunk,die [9] die,polizei 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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