The graph represents a network of 5,231 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, 04 August 2020 at 06:17 UTC.
The requested start date was Tuesday, 04 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 68-day, 13-hour, 46-minute period from Tuesday, 26 May 2020 at 16:24 UTC to Monday, 03 August 2020 at 06:11 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 : 5231
Unique Edges : 5107
Edges With Duplicates : 11399
Total Edges : 16506
Number of Edge Types : 5
Retweet : 4126
MentionsInRetweet : 5552
Tweet : 2408
Replies to : 1385
Mentions : 3035
Self-Loops : 2504
Reciprocated Vertex Pair Ratio : 0.0554578655484918
Reciprocated Edge Ratio : 0.105087786748686
Connected Components : 915
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 2726
Maximum Edges in a Connected Component : 12094
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.431755
Graph Density : 0.000285216862409821
Modularity : 0.425216
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,231 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, 04 August 2020 at 06:17 UTC.
The requested start date was Tuesday, 04 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 68-day, 13-hour, 46-minute period from Tuesday, 26 May 2020 at 16:24 UTC to Monday, 03 August 2020 at 06:11 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:
[198] science,summer [131] #ngss,#ngsschat [127] 30,day [126] fun,science [117] distance,learning [115] science,education [105] happy,share [101] share,30 [101] day,science [100] let's,fun Top Word Pairs in Tweet in G1:
[84] science,education [63] #ngss,#ngsschat [61] #ngss,implementation [60] distance,learning [55] ca,educators [55] educators,cascience [55] cascience,urgently [55] urgently,needs [55] needs,input [55] input,survey Top Word Pairs in Tweet in G2:
[12] stop,watching [11] tout,monde [11] comme,ça [8] qu,ils [7] ig,iobbu [7] trop,mal [7] ils,ont [7] ils,vont [6] chris_atw,ig [6] iobbu,jipi_ngss Top Word Pairs in Tweet in G3:
[32] #shameonmumbaipolice,#anildeshmukhsavingssrkillers [17] still,time [17] time,apply [17] apply,2020 [17] 2020,ngss [17] ngss,microgrant [17] microgrant,deadline [17] deadline,june [17] june,easy [17] easy,application Top Word Pairs in Tweet in G4:
[134] science,summer [82] fun,science [81] 30,day [68] happy,share [68] share,30 [68] day,science [68] let's,fun [67] summer,challenge [67] challenge,let's [67] summer,see Top Word Pairs in Tweet in G5:
[43] #stem,#steam [36] summer,school [36] ãƒ,ム[34] #ngss,#stem [30] pltworg,pltw [29] students,discover [29] discover,build [29] build,confidence [29] confidence,ask [29] ask,questions Top Word Pairs in Tweet in G6:
[43] ctskeeley,know [27] summer,institute [25] institute,live [22] engage,students [22] live,online [21] know,usi [21] usi,probes [21] probes,great [21] great,use [21] use,during Top Word Pairs in Tweet in G7:
[15] mukuls976,beebomco [14] #canceltnsemesterexams,#canceltnsemesterexams [14] ngss_official,mukuls976 [12] த,த [10] த,ர [9] ர,வ [8] ண,ட [8] க,க [8] த,ய [7] ssrivatsan,fonearenatamil Top Word Pairs in Tweet in G8:
[23] #triassociation,online [23] online,course [23] course,paul [23] paul,andersen [23] andersen,paulandersen [23] paulandersen,online [23] online,guide [22] beauty,crystallization [22] crystallization,minerals [22] minerals,elements Top Word Pairs in Tweet in G9:
[71] environmental,monitoring [71] monitoring,restart [70] s_hastingssimon,environmental [3] stopped,last [3] last,year [3] year,same [3] same,reason [3] reason,expired [3] expired,tag [3] tag,license Top Word Pairs in Tweet in G10:
[6] spread,word [6] word,scifri [6] scifri,having [6] having,virtual [6] virtual,summer [6] summer,institute [6] institute,12 [6] 12,educators [6] educators,pretty [6] pretty,cool Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: