The graph represents a network of 4,215 Twitter users whose recent tweets contained "#mtbos", 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 18:08 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 57-minute period from Wednesday, 27 March 2019 at 00:31 UTC to Friday, 05 April 2019 at 17:29 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 : 4215
Unique Edges : 8731
Edges With Duplicates : 5704
Total Edges : 14435
Self-Loops : 1229
Reciprocated Vertex Pair Ratio : 0.0304871548875386
Reciprocated Edge Ratio : 0.0591703734353988
Connected Components : 34
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 4141
Maximum Edges in a Connected Component : 14316
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.314419
Graph Density : 0.000544251467035544
Modularity : 0.446691
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1733] #mtbos,#iteachmath [749] #iteachmath,#mtbos [516] dear,walmart [516] shirt,website [516] offensive,inappropriate [514] walmart,shirt [514] shirt,marked [514] marked,hilarious [514] hilarious,girls' [514] girls',shirt Top Word Pairs in Tweet in G1:
[582] #mtbos,#iteachmath [327] #iteachmath,#mtbos [110] #nctmsd2019,#mtbos [81] check,out [72] dcrescitelli,#shadowcon19 [69] math_m_addicts,math [60] #shadowcon19,#nctmsd2019 [58] #mtbos,booth [58] hey,#mtbos [57] #ncsm2019,#mtbos Top Word Pairs in Tweet in G2:
[236] #mtbos,#iteachmath [97] check,out [84] desmos,#mtbos [77] #iteachmath,#mtbos [69] see,taking [69] taking,over [69] over,life [69] life,desmos [69] #iteachmath,#tetris99 [68] mrjohnrowe,see Top Word Pairs in Tweet in G3:
[355] #mtbos,#iteachmath [259] #iteachmath,#math [257] #math,#maths [63] spiral,theodorus [63] theodorus,#mtbos [61] unit,circle [61] magicpi2,spiral [60] circle,paper [59] ready,create [59] create,unit Top Word Pairs in Tweet in G4:
[419] dear,walmart [419] shirt,website [419] offensive,inappropriate [418] walmart,shirt [418] shirt,marked [418] marked,hilarious [418] hilarious,girls' [418] girls',shirt [418] website,offensive [417] mrsnewell22,dear Top Word Pairs in Tweet in G5:
[289] #mtbos,#iteachmath [176] #iteachmath,#mtbos [29] check,out [24] 12,2 [24] 2,4 [23] #elemmathchat,#iteachmath [22] today,using [20] analyzing,box [20] box,plots [20] plots,6th Top Word Pairs in Tweet in G6:
[87] #mtbos,#iteachmath [36] 2,digit [34] math,flips [29] dancing,embers [29] embers,poorly [29] poorly,photocopied [29] photocopied,worksheets [29] worksheets,buzzkill [29] buzzkill,tests [29] tests,first Top Word Pairs in Tweet in G7:
[88] howweteach,s [86] s,okay [86] okay,one [86] one,reasons [86] reasons,teach [86] teach,kindergarten [86] kindergarten,understand [86] understand,kindergarten [86] kindergarten,math [85] math,nev Top Word Pairs in Tweet in G8:
[130] one,favorites [130] favorites,pythagorean [130] pythagorean,theorem [130] theorem,introduction [130] introduction,#mtbos [129] potterams,one [8] here,s [8] s,new [8] new,paper [8] paper,coauthored Top Word Pairs in Tweet in G9:
[126] #mathschat,#mtbos [39] new,espresso [39] espresso,issues [39] issues,surrounding [39] surrounding,use [39] use,realistic [39] realistic,contexts [39] contexts,mathematics [39] mathematics,classroom [39] classroom,#mathschat Top Word Pairs in Tweet in G10:
[60] add,zero [30] hearing,add [30] zero,few [30] few,many [30] many,times [30] times,creating [30] creating,arrays [30] arrays,understand [30] understand,add [30] zero,thanks 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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