The graph represents a network of 3,473 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, 02 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, 13-hour, 30-minute period from Friday, 13 September 2019 at 00:21 UTC to Tuesday, 01 October 2019 at 13:51 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 : 3473
Unique Edges : 5008
Edges With Duplicates : 3396
Total Edges : 8404
Number of Edge Types : 3
Mentions : 6491
Tweet : 1237
Replies to : 676
Self-Loops : 1237
Reciprocated Vertex Pair Ratio : 0.0819737365698369
Reciprocated Edge Ratio : 0.151526296432512
Connected Components : 474
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 1978
Maximum Edges in a Connected Component : 6341
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.349022
Graph Density : 0.000450977322093676
Modularity : 0.557436
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[155] out,new [140] 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 [55] science,teacher [54] guest,editorial [45] excited,2 [41] #ngss,#scied [40] dtcampbe,pls [38] 2,c [38] piece,out [34] 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:
[24] check,out [16] science,team [16] team,sandiegocoe [16] sandiegocoe,working [16] working,extra [16] extra,hard [16] hard,put [16] put,together [16] together,suite [16] suite,tools Top Word Pairs in Tweet in G5:
[88] going,through [88] through,coat [88] coat,change [44] arctic,fox [44] fox,going [44] change,summer [44] summer,winter [44] winter,arctic [44] arctic,hare [44] hare,going Top Word Pairs in Tweet in G6:
[22] #ccss,#ngss [22] #ccss,#nvacs [20] #ngss,#nvacs [20] #ngss,#ccss [13] #nvacs,#ccss [7] #nvacs,#ngss [6] #e320mind,#e320body [5] #nvacs,#e320kids [5] students,redesigned [5] redesigned,lab Top Word Pairs in Tweet in G7:
[101] #staycurious,#ngss [88] lesson,terrific [42] teaching,science [42] science,never [34] terrific,teaching [20] never,easy [20] easy,#staycurious [16] mysterysci,trending [16] trending,lesson [13] terrific,students Top Word Pairs in Tweet in G8:
[10] #ngss,#5es [8] #stem,#steam [8] #steam,#ngss [8] #5es,cutenose76 [8] cutenose76,free [8] free,workshop [8] workshop,lined [8] lined,up [8] up,#fallcue [8] #fallcue,#wearecue Top Word Pairs in Tweet in G9:
[13] c,est [11] j,ai [10] pas,d [4] sur,twitter [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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