The graph represents a network of 850 Twitter users whose recent tweets contained "#NCTMSD19", 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 Friday, 05 April 2019 at 18:01 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 37-minute period from Wednesday, 27 March 2019 at 01:22 UTC to Friday, 05 April 2019 at 17:59 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 : 850
Unique Edges : 1361
Edges With Duplicates : 453
Total Edges : 1814
Self-Loops : 245
Reciprocated Vertex Pair Ratio : 0.0524316109422492
Reciprocated Edge Ratio : 0.0996389891696751
Connected Components : 98
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 643
Maximum Edges in a Connected Component : 1508
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.455929
Graph Density : 0.00191921291484792
Modularity : 0.590552
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[52] check,out [41] #nctmsd2019,#nctmsd19 [41] math,teachers [40] san,diego [36] mathematics,education [36] #nctmannual,#nctmsd19 [34] #ncsm19,#nctmannual [33] case,math [33] teachers,#ncsm19 [33] #nctmsd19,need Top Word Pairs in Tweet in G1:
[20] mathematics,education [18] nctm,#nctmsd19 [12] timed,tests [12] four,snakes [12] nctm,annual [11] tests,birth [11] birth,death [11] death,marilyn [11] marilyn,burns [11] burns,mburnsmath Top Word Pairs in Tweet in G2:
[26] math,teachers [25] case,math [25] teachers,#ncsm19 [25] #ncsm19,#nctmannual [25] #nctmannual,#nctmsd19 [25] #nctmsd19,need [25] need,good [25] good,photo [25] photo,op [25] op,check Top Word Pairs in Tweet in G3:
[24] day,1 [23] here's,fail [23] fail,understand [23] understand,day [23] 1,#nctmsd19 [23] #nctmsd19,both [23] both,mikeflynn55 [23] mikeflynn55,deborah_ball [23] deborah_ball,incredibly [22] steve_leinwand,here's Top Word Pairs in Tweet in G4:
[10] endearing,slide [10] slide,roknowsmath [10] roknowsmath,pcoemath [10] pcoemath,#nctmsd19 [9] ddmeyer,endearing [7] #nctmsd19,#iteachmath [7] math,trivia [6] #iteachmath,#mtbos [6] check,out [6] #mtbos,#iteachmath Top Word Pairs in Tweet in G5:
[21] ready,friday [21] friday,talk [21] talk,8 [21] 8,convention [21] convention,center [21] center,exhibit [21] exhibit,hall [21] hall,e [21] e,excited [21] excited,share Top Word Pairs in Tweet in G6:
[5] san,diego [3] #nctm2019,#nctmsd19 [3] math,classroom [3] #nctmsd19,#nctm [3] #nctmsd19,#nctm19 [3] #nctm,#nctmsd19 [2] check,out [2] #nctmannual,#nctmsd19 [2] out,math [2] #nctmsd19,#nctm2019 Top Word Pairs in Tweet in G7:
[6] #nctmsd2019,#nctmsd19 [5] mind,blown [5] blown,teaching [5] teaching,concept [5] concept,harder [5] harder,smarter [5] smarter,never [5] never,again [5] again,thank [5] #nctmsd19,#nctmsd2019 Top Word Pairs in Tweet in G8:
[20] nothing,inherently [20] inherently,difficult [20] difficult,school [20] school,mathematics [20] mathematics,lot [20] lot,teach [20] teach,makes [19] ilana_horn,nothing [19] makes,diff [7] without,sense Top Word Pairs in Tweet in G9:
[14] els,session [11] #nctmsd2019,#nctm19 [11] #nctm19,#nctm [11] math,els [11] session,#268 [10] #nctm,#nctmsd19 [9] 2,6 [9] 6,8 [9] 8,appreciate [9] appreciate,ewing Top Word Pairs in Tweet in G10:
[8] s,achievement [8] achievement,gap [8] gap,s [8] s,opportunity [8] opportunity,myth [8] myth,predominantly [8] predominantly,white [8] white,classrooms [8] classrooms,3 [8] 3,6x 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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