The graph represents a network of 2,055 Twitter users whose recent tweets contained "#NCTMSD2019", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 04 April 2019 at 18:26 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 39-minute period from Tuesday, 26 March 2019 at 00:28 UTC to Thursday, 04 April 2019 at 18:08 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 : 2055
Unique Edges : 4157
Edges With Duplicates : 3144
Total Edges : 7301
Self-Loops : 1042
Reciprocated Vertex Pair Ratio : 0.0573436083408885
Reciprocated Edge Ratio : 0.108467309753483
Connected Components : 156
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 1773
Maximum Edges in a Connected Component : 6957
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.862027
Graph Density : 0.00110519619897796
Modularity : 0.434725
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[303] san,diego [111] #ncsm19,#nctmsd2019 [108] don,t [99] gloria,ladson [97] ladson,billings [93] check,out [90] looking,forward [89] gjladson,#nctmsd2019 [88] stop,booth [87] #mtbos,#iteachmath Top Word Pairs in Tweet in G1:
[74] gjladson,#nctmsd2019 [64] san,diego [52] gloria,ladson [50] ladson,billings [48] #mtbos,#iteachmath [46] 4,3 [44] don,t [44] #ncsm19,#nctmsd2019 [43] game,night [36] #mtbos,booth Top Word Pairs in Tweet in G2:
[71] san,diego [27] lifetime,achievement [23] peg,smith [22] running,out [22] achievement,award [20] math,education [20] nctm,conference [19] nctm,#nctmsd2019 [19] #ncsm19,#nctmsd2019 [18] looking,forward Top Word Pairs in Tweet in G3:
[60] #nctmsd2019,attendees [54] hey,#nctmsd2019 [48] stop,booth [46] booth,#1225 [42] help,students [33] back,created [33] created,little [33] little,geogebra [33] geogebra,tool [33] tool,help Top Word Pairs in Tweet in G4:
[31] finally,way [31] way,organize [31] organize,desmos [31] desmos,activities [31] activities,use [31] use,collections [31] collections,launched [31] launched,morning [31] morning,try [31] try,out Top Word Pairs in Tweet in G5:
[47] mathgarden,cbrownlmath [46] never,stop [32] #mathrecess,mathgarden [31] dancing,embers [31] embers,poorly [31] poorly,photocopied [31] photocopied,worksheets [31] worksheets,buzzkill [31] buzzkill,tests [31] tests,first Top Word Pairs in Tweet in G6:
[11] san,diego [7] day,#nctmsd2019 [5] math,teachers [4] session,day [4] looking,forward [4] nctm,conference [3] check,out [3] first,session [3] teachers,#nctmsd2019 [3] sessions,workshops Top Word Pairs in Tweet in G7:
[17] choral,counting [16] mikeflynn55,#nctmsd2019 [13] #nctmsd2019,#stenhousemath [13] join,4 [13] 4,16 [13] 16,9pm [13] 9pm,et [13] et,learn [13] learn,use [13] use,choral Top Word Pairs in Tweet in G8:
[18] nothing,inherently [16] inherently,difficult [16] difficult,mathematics [16] mathematics,teach [16] teach,makes [16] makes,difficult [16] difficult,students [16] students,access [15] san,diego [15] dionnedance,nothing Top Word Pairs in Tweet in G9:
[24] san,diego [14] #ncsm19,#nctmsd2019 [13] 8,00 [12] #nctmsd2019,#nctmannual [12] #nctmannual,hey [12] hey,math [12] math,geeks [12] geeks,san [12] diego,remember [12] remember,homies Top Word Pairs in Tweet in G10:
[44] session,#268 [40] #268,#nctmsd2019 [15] els,session [14] engaging,workshop [13] math,els [12] #nctmsd2019,#nctm19 [12] #nctmsd2019,miss [11] 268,#nctmsd2019 [11] #nctm19,#nctm [11] attending,#nctmsd2019 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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