The graph represents a network of 3,654 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, 07 July 2020 at 06:11 UTC.
The requested start date was Tuesday, 07 July 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 44-day, 8-hour, 56-minute period from Saturday, 23 May 2020 at 15:03 UTC to Tuesday, 07 July 2020 at 00:00 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 : 3654
Unique Edges : 3337
Edges With Duplicates : 7615
Total Edges : 10952
Number of Edge Types : 5
Replies to : 867
Mentions : 2024
Retweet : 2838
MentionsInRetweet : 3638
Tweet : 1585
Self-Loops : 1653
Reciprocated Vertex Pair Ratio : 0.0517522412387938
Reciprocated Edge Ratio : 0.0984114684230918
Connected Components : 625
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 1886
Maximum Edges in a Connected Component : 7926
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.405528
Graph Density : 0.000386722806651632
Modularity : 0.437772
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,654 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, 07 July 2020 at 06:11 UTC.
The requested start date was Tuesday, 07 July 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 44-day, 8-hour, 56-minute period from Saturday, 23 May 2020 at 15:03 UTC to Tuesday, 07 July 2020 at 00:00 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:
[186] science,summer [101] #ngss,#ngsschat [99] 30,day [98] fun,science [97] happy,share [95] share,30 [95] day,science [94] let's,fun [93] ngssphenomena,happy [93] summer,challenge Top Word Pairs in Tweet in G1:
[58] science,education [52] interested,creating [52] creating,ngss [48] remote,learning [46] science,learning [42] #ngss,#ngsschat [41] ngss,storylines [41] summer,institute [40] announcing,remote [40] learning,summer Top Word Pairs in Tweet in G2:
[11] tout,monde [10] stop,watching [7] ig,iobbu [7] trop,mal [7] comme,ça [7] qu,ils [6] chris_atw,ig [6] iobbu,jipi_ngss [6] black,people [6] racisme,anti Top Word Pairs in Tweet in G3:
[19] apply,2020 [17] still,time [17] time,apply [17] 2020,ngss [17] ngss,microgrant [17] microgrant,deadline [17] deadline,june [17] june,easy [17] easy,application [17] application,#middleschools Top Word Pairs in Tweet in G4:
[142] science,summer [73] 30,day [73] fun,science [72] happy,share [72] share,30 [72] day,science [72] let's,fun [71] summer,challenge [71] challenge,let's [71] summer,see Top Word Pairs in Tweet in G5:
[35] summer,school [31] #stem,#steam [27] #ngss,#stem [26] coverage,#ngss [26] students,discover [26] discover,build [26] build,confidence [26] confidence,ask [26] ask,questions [25] pltworg,pltw Top Word Pairs in Tweet in G6:
[14] #canceltnsemesterexams,#canceltnsemesterexams [7] ssrivatsan,fonearenatamil [6] ங,க [5] kpanbalaganoffl,cmotamilnadu [5] news7tamil,twitterindia [4] ட,ம [4] க,க [4] redmiindia,xiaomiindia [4] college,students [4] ண,ட Top Word Pairs in Tweet in G7:
[13] leadership,institute [11] science,education [10] #ngss,#ngsschat [10] california,partner [10] #openscied,network [10] virtual,summer [9] #cangss,#ngss [9] #ngss,#cangss [9] official,california [9] partner,thrilled Top Word Pairs in Tweet in G8:
[27] ctskeeley,know [22] usi,books [21] know,site [21] site,licenses [21] licenses,digital [21] digital,versions [21] versions,usi [21] books,available [21] available,thru [21] thru,nsta Top Word Pairs in Tweet in G9:
[10] ngssmademedoit,#distancelearning [8] distance,learning [7] high,school [7] #distancelearning,part [7] good,morning [7] morning,great [7] great,little [7] little,30 [7] 30,minute [7] minute,science Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: