The graph represents a network of 3,801 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 January 2019 at 17:00 UTC.
The requested start date was Monday, 14 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 12-hour, 58-minute period from Monday, 31 December 2018 at 11:57 UTC to Monday, 14 January 2019 at 00:55 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 : 3801
Unique Edges : 4841
Edges With Duplicates : 1945
Total Edges : 6786
Number of Edge Types : 3
Tweet : 1452
Mentions : 5178
Replies to : 156
Self-Loops : 1452
Reciprocated Vertex Pair Ratio : 0.0321356839991073
Reciprocated Edge Ratio : 0.0622702702702703
Connected Components : 699
Single-Vertex Connected Components : 322
Maximum Vertices in a Connected Component : 2189
Maximum Edges in a Connected Component : 4843
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.949835
Graph Density : 0.000320206593832648
Modularity : 0.662108
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[280] ø,ø [260] ø,ù [236] ù,ø [176] edtech,edchat [171] check,out [152] education,edtech [119] edchat,edtech [111] edtech,elearning [103] ã,ã [99] edchat,education Top Word Pairs in Tweet in G1:
[55] ã,ã [14] edtech,education [14] accessible,students [13] edtech,entrepreneurs [13] entrepreneurs,make [13] make,college [13] college,more [13] more,accessible [11] edtech,edchat [11] elearning,edtech Top Word Pairs in Tweet in G2:
[25] edchat,edtech [23] edtech,edchat [23] activity,pack [19] primary,computing [19] video,tutorials [17] pupil,activity [17] activity,packs [15] check,out [13] key,stage [12] gsuiteedu,edtech Top Word Pairs in Tweet in G3:
[25] elearning,edtech [21] edtech,ar [20] ar,ai [17] blended,personalizedlearning [17] personalizedlearning,k12 [16] classroom,blended [15] ai,classroom [13] new,year [13] microsoftedu,edtech [11] edtech,edchat Top Word Pairs in Tweet in G4:
[58] edtech,edchat [33] re,rs [32] elearning,mlearning [29] edtech,education [29] check,out [24] p4c,philosophy [20] higher,education [19] education,edtech [18] edtech,highered [18] educaciã,n Top Word Pairs in Tweet in G5:
[21] learning,tools [19] 10,app [16] class,notebook [16] onenote,class [15] cross,notebook [13] immersive,reader [13] microsoftedu,edtech [13] mtholfsen,updated [12] edtech,mieexpert [12] mtholfsen,new Top Word Pairs in Tweet in G6:
[49] edtech,edsurge [12] edtech,edchat [7] help,ss [6] next,generation [6] generation,scratch [6] scratch,teaches [6] teaches,more [6] more,coding [6] coding,edtech [6] education,edtech Top Word Pairs in Tweet in G7:
[74] edchat,education [74] education,edtech [74] edtech,elearning [73] elearning,k12 [27] 9,alternative [27] alternative,professional [27] professional,development [27] development,structures [27] structures,cultofpedagogy [27] cultofpedagogy,edchat Top Word Pairs in Tweet in G8:
[6] 0,0 [5] geogebra,augmentedreality [5] ðÿ,ðÿ [4] iteachmath,mtbos [4] eqâ,s [4] augmentedreality,ipad [3] googleedu,youtube [3] youtube,channel [3] channel,hosts [3] hosts,latest Top Word Pairs in Tweet in G9:
[12] micro,bit [11] scratch3,live [10] new,year [9] edtech,edchat [8] live,try [8] try,microbit [8] microbit,right [8] right,now [8] now,using [8] using,scratch Top Word Pairs in Tweet in G10:
[18] suebecks,sheilmcn [18] sheilmcn,csf0961 [18] csf0961,bryanmmathers [17] nodexl,marc_smith [17] marc_smith,suebecks [14] edtech_stories,nodexl [13] rpthegnose,lothian_sky [13] lothian_sky,eisunion [13] eisunion,nicolasturgeon [13] nicolasturgeon,johnswinney Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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