The graph represents a network of 3,459 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 Saturday, 05 October 2019 at 00:13 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, 20-hour, 42-minute period from Friday, 13 September 2019 at 03:17 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 : 3459
Unique Edges : 4962
Edges With Duplicates : 3373
Total Edges : 8335
Number of Edge Types : 3
Mentions : 6411
Replies to : 664
Tweet : 1260
Self-Loops : 1260
Reciprocated Vertex Pair Ratio : 0.079718875502008
Reciprocated Edge Ratio : 0.147665984749861
Connected Components : 483
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 1960
Maximum Edges in a Connected Component : 6263
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.363888
Graph Density : 0.000449536008946243
Modularity : 0.558563
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[178] ø,ù [161] ù,ø [156] out,new [141] trying,out [137] fascinating,watching [137] watching,desperately [137] desperately,trying [137] new,lines [137] lines,here [137] here,democracy Top Word Pairs in Tweet in G1:
[55] check,out [45] science,teacher [41] #ngss,#scied [36] excited,2 [35] guest,editorial [34] inquiry_hub,mbi_team [34] mbi_team,officialngss [34] instructional,materials [33] ngss_tweeps,bscsorg [33] nextgenstoryli1,inquiry_hub 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 [9] based,science [9] science,activities [9] activities,grades [9] 6,12 [9] 12,meeting [9] meeting,ngss [9] ngss,gt [9] joining,interactive 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:
[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 G6:
[90] going,through [90] through,coat [90] coat,change [90] âž,ï [45] arctic,fox [45] fox,going [45] change,summer [45] summer,âž [45] ï,winter [45] winter,arctic Top Word Pairs in Tweet in G7:
[107] #staycurious,#ngss [94] lesson,terrific [44] teaching,science [44] science,never [36] terrific,teaching [20] never,easy [20] easy,#staycurious [17] mysterysci,trending [17] 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 [10] j,ai [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:
[14] ss,fishkillfrogs [6] 3,ss [6] kinder,meteorologists [6] #ngss,#ngsschat [6] jessicaturnerny,aschout10 [5] hey,#pln [5] #pln,kinder [5] meteorologists,looking [5] looking,5 [5] 5,countries 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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