The graph represents a network of 3,450 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 Thursday, 03 October 2019 at 00:09 UTC.
The requested start date was Wednesday, 02 October 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 18-day, 7-hour, 38-minute period from Friday, 13 September 2019 at 16:22 UTC to Wednesday, 02 October 2019 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 : 3450
Unique Edges : 4995
Edges With Duplicates : 3387
Total Edges : 8382
Number of Edge Types : 3
Mentions : 6486
Replies to : 660
Tweet : 1236
Self-Loops : 1236
Reciprocated Vertex Pair Ratio : 0.0792039800995025
Reciprocated Edge Ratio : 0.146782223861331
Connected Components : 470
Single-Vertex Connected Components : 222
Maximum Vertices in a Connected Component : 1988
Maximum Edges in a Connected Component : 6358
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.347066
Graph Density : 0.000455750669171068
Modularity : 0.558075
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[156] out,new [141] trying,out [137] fascinating,watching [137] watching,desperately [137] desperately,trying [137] new,lines [137] lines,here [137] here,democracy [137] democracy,applies [137] applies,crisis Top Word Pairs in Tweet in G1:
[55] check,out [54] science,teacher [54] guest,editorial [45] excited,2 [41] #ngss,#scied [40] dtcampbe,pls [38] 2,c [38] piece,out [35] instructional,materials [34] inquiry_hub,mbi_team 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:
[10] inquiry,based [10] grades,6 [10] joining,interactive [10] interactive,workshop [10] workshop,#ngss [9] based,science [9] science,activities [9] activities,grades [9] 6,12 [9] 12,meeting Top Word Pairs in Tweet in G4:
[23] check,out [17] suite,tools [16] climate,summit [16] science,team [16] team,sandiegocoe [16] sandiegocoe,working [16] working,extra [16] extra,hard [16] hard,put [16] put,together Top Word Pairs in Tweet in G5:
[90] going,through [90] through,coat [90] coat,change [45] arctic,fox [45] fox,going [45] change,summer [45] summer,winter [45] winter,arctic [45] arctic,hare [45] hare,going Top Word Pairs in Tweet in G6:
[22] #ccss,#ngss [20] #ccss,#nvacs [19] #ngss,#nvacs [18] #ngss,#ccss [12] #nvacs,#ccss [7] #nvacs,#ngss [6] #e320mind,#e320body [5] #nvacs,#e320kids [5] students,redesigned [5] redesigned,lab Top Word Pairs in Tweet in G7:
[9] #ngss,#5es [7] don,t [7] #stem,#steam [7] #steam,#ngss [7] #5es,cutenose76 [7] cutenose76,free [7] free,workshop [7] workshop,lined [7] lined,up [7] up,#fallcue Top Word Pairs in Tweet in G8:
[104] #staycurious,#ngss [91] lesson,terrific [42] teaching,science [42] science,never [34] terrific,teaching [19] never,easy [19] easy,#staycurious [17] mysterysci,trending [17] trending,lesson [12] terrific,students Top Word Pairs in Tweet in G9:
[14] j,ai [12] c,est [10] pas,d [6] avec,une [4] dans,ma [4] et,tu [4] avez,pas [4] comme,ça [4] quand,je [4] est,devenu Top Word Pairs in Tweet in G10:
[18] ss,fishkillfrogs [8] 3,ss [7] sammonsteam,grade [7] grade,3 [7] fishkillfrogs,mjberry722 [7] jessicaturnerny,aschout10 [6] kinder,meteorologists [6] #ngss,#ngsschat [6] grade,5 [6] 5,ss 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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