The graph represents a network of 3,394 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 Wednesday, 25 September 2019 at 00:09 UTC.
The requested start date was Wednesday, 25 September 2019 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 17-day, 22-hour, 59-minute period from Saturday, 07 September 2019 at 00:58 UTC to Tuesday, 24 September 2019 at 23:57 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 : 3394
Unique Edges : 5373
Edges With Duplicates : 4031
Total Edges : 9404
Number of Edge Types : 3
Tweet : 1131
Mentions : 7433
Replies to : 840
Self-Loops : 1131
Reciprocated Vertex Pair Ratio : 0.0963017209813255
Reciprocated Edge Ratio : 0.175684702738811
Connected Components : 446
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 1881
Maximum Edges in a Connected Component : 7274
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.697743
Graph Density : 0.000519979346712121
Modularity : 0.513934
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[154] out,new [142] check,out [137] fascinating,watching [137] watching,desperately [137] desperately,trying [137] trying,out [137] new,lines [137] lines,here [137] here,democracy [137] democracy,applies Top Word Pairs in Tweet in G1:
[55] check,out [48] bkd204sci,wandabryant [47] bmsscienceteach,bkd204sci [42] keithpiccard,bmsscienceteach [37] elemscitchr,frizzlerichard [30] wandabryant,vogelwendi [30] vogelwendi,elemscitchr [29] richbacolor,tdishelton [28] frizzlerichard,richbacolor [28] ngss_tweeps,ngsssfocus Top Word Pairs in Tweet in G2:
[137] fascinating,watching [137] watching,desperately [137] desperately,trying [137] trying,out [137] out,new [137] new,lines [137] lines,here [137] here,democracy [137] democracy,applies [137] applies,crisis Top Word Pairs in Tweet in G3:
[29] #ngss,now [27] now,newsletter [23] check,out [20] 3d,science [20] instructional,materials [18] officialngss,#ngss [18] free,access [17] ngss,3d [17] high,quality [16] released,check Top Word Pairs in Tweet in G4:
[33] #ngss,#ccss [30] #ccss,#ngss [27] #ccss,#nvacs [25] #ngss,#nvacs [20] #nvacs,#ccss [11] #nvacs,#ngss [10] #southlarobotics,#southla [10] #southla,#solafamilies [10] #solafamilies,#kidscode [10] #e320mind,#e320body Top Word Pairs in Tweet in G5:
[12] inquiry,based [11] ngss,gt [11] grades,6 [10] based,science [10] science,activities [10] activities,grades [10] 6,12 [10] 12,meeting [10] meeting,ngss [8] 7th,grade Top Word Pairs in Tweet in G6:
[17] happening,here [16] here,coffee [16] coffee,come [16] come,heat [16] heat,coming [16] ngssphenomena,happening [15] coming,investigate [15] investigate,th [13] whales,boats [13] boats,structure Top Word Pairs in Tweet in G7:
[20] new,tool [15] stemteachtools,new [14] #ngss,h [13] free,science [11] use,talk [11] talk,activities [11] activities,flowchart [11] flowchart,incorporate [11] incorporate,more [11] more,student Top Word Pairs in Tweet in G8:
[94] #staycurious,#ngss [77] lesson,terrific [43] teaching,science [43] science,never [33] terrific,teaching [21] never,easy [21] easy,#staycurious [19] mysterysci,trending [19] trending,lesson [12] lesson,great Top Word Pairs in Tweet in G9:
[17] c,est [13] iraw_online,jp_ngss [10] 1,iraw_online [10] iraw_online,avec [10] avec,asajiro [10] asajiro,utilisateur [10] utilisateur,souffle [10] souffle,soleil [10] soleil,2 [10] 2,jp_ngss Top Word Pairs in Tweet in G10:
[9] mr_isaacs,mryanuzzelli [9] mryanuzzelli,sarambeebe [9] sarambeebe,teacherkimj [9] teacherkimj,wrenchey [7] legitkfrauey,mr_isaacs [6] mrlindsey_ngss,legitkfrauey [6] #cuechat,#cannonballin [6] #cannonballin,#realedu [5] patrick,#cuechat [5] vía,youtube 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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