The graph represents a network of 21,783 Twitter users whose recent tweets contained "Curriculum", 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 Wednesday, 01 May 2019 at 23:50 UTC.
The tweets in the network were tweeted over the 1-day, 18-hour, 2-minute period from Tuesday, 30 April 2019 at 04:00 UTC to Wednesday, 01 May 2019 at 22:02 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 : 21783
Unique Edges : 24079
Edges With Duplicates : 2912
Total Edges : 26991
Self-Loops : 4253
Reciprocated Vertex Pair Ratio : 0.0313096601756396
Reciprocated Edge Ratio : 0.0607182524990744
Connected Components : 5348
Single-Vertex Connected Components : 2302
Maximum Vertices in a Connected Component : 3665
Maximum Edges in a Connected Component : 6855
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.852272
Graph Density : 4.55406396191265E-05
Modularity : 0.825244
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1530] school,curriculum [793] curriculum,2 [776] 1,school [768] world,class [764] hrd,5 [764] 5,major [764] major,areas [764] areas,each [764] each,deserving [764] deserving,minister Top Word Pairs in Tweet in G1:
[113] school,curriculum [73] new,curriculum [70] curriculum,vitae [56] curriculum,wales [44] t,co [37] https,t [35] part,curriculum [33] high,school [32] teaching,curriculum [32] draft,school Top Word Pairs in Tweet in G2:
[406] draft,curriculum [327] designed,teachers [318] teachers,built [287] curriculum,feedback [287] published,draft [281] built,children [279] today,ve [279] ve,published [279] feedback,designed [279] children,shaped Top Word Pairs in Tweet in G3:
[764] school,curriculum [762] hrd,5 [762] 5,major [762] major,areas [762] areas,each [762] each,deserving [762] deserving,minister [762] minister,state [762] state,reach [762] reach,world Top Word Pairs in Tweet in G4:
[420] hasta,ayer [420] ayer,eran [420] eran,cientos [420] cientos,insultos [420] insultos,diarios [420] diarios,mensajes [420] mensajes,tipo [420] tipo,ve [420] ve,preparando [420] preparando,currículum Top Word Pairs in Tweet in G5:
[309] día,maestro [295] maestro,criminal [295] criminal,25 [295] 25,años [295] años,estado [295] estado,jamas [295] jamas,ofreció [295] ofreció,capacitación [295] capacitación,sistemática [295] sistemática,maestros Top Word Pairs in Tweet in G6:
[227] curriculum,voy [227] voy,poner [227] poner,experto [227] experto,sospechar [227] sospechar,cosas [227] cosas,después [227] después,resultan [227] resultan,ciertas [226] francomoreyraok,curriculum Top Word Pairs in Tweet in G7:
[75] new,premier [74] premier,cabinet [74] cabinet,minister [74] minister,change [74] change,fact [74] fact,serious [74] serious,issues [74] issues,education [74] education,need [73] schill_dawg,new Top Word Pairs in Tweet in G8:
[66] goal,better [66] better,serve [66] serve,low [66] low,income [66] income,students [66] students,color [66] color,acknowledging [66] acknowledging,addressing [66] addressing,inequities [66] inequities,built Top Word Pairs in Tweet in G9:
[94] political,tool [63] school,curriculum [58] power,changed [58] changed,school [57] curriculum,make [55] make,more [52] more,balanced [52] balanced,islamic [48] education,curriculum [47] revise,education Top Word Pairs in Tweet in G10:
[173] considering,world [173] world,developing [173] developing,children [173] children,western [173] western,countries [173] countries,learn [173] learn,arabic [173] arabic,digits [173] digits,numerals [173] numerals,part Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: