The graph represents a network of 746 Twitter users whose recent tweets contained "#VR #education", 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, 14 February 2019 at 16:45 UTC.
The tweets in the network were tweeted over the 9-day, 19-hour, 3-minute period from Monday, 04 February 2019 at 20:56 UTC to Thursday, 14 February 2019 at 16:00 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 : 746
Unique Edges : 1786
Edges With Duplicates : 605
Total Edges : 2391
Number of Edge Types : 4
Tweet : 189
Mentions : 1635
Retweet : 562
Replies to : 5
Self-Loops : 196
Reciprocated Vertex Pair Ratio : 0.0260084925690021
Reciprocated Edge Ratio : 0.0506983962752199
Connected Components : 104
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 458
Maximum Edges in a Connected Component : 1949
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.45798
Graph Density : 0.00347805746981665
Modularity : 0.645888
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[995] gt,gt [272] ar,vr [203] healthtech,ar [177] machinelearning,deeplearning [175] bigdata,iot [172] ai,race [172] race,china [172] china,leveraging [172] leveraging,education [172] education,answer Top Word Pairs in Tweet in G1:
[898] gt,gt [158] ar,vr [156] machinelearning,deeplearning [155] ai,race [155] race,china [155] china,leveraging [155] leveraging,education [155] education,answer [155] answer,gt [155] gt,wef Top Word Pairs in Tweet in G2:
[58] frronconi,sundaymorning [58] sundaymorning,inspiration [58] inspiration,vr [58] vr,ar [58] ar,education [58] education,science [58] sarbjeetjohal,rwang0 [58] antgrasso,evankirstel [58] evankirstel,ipfconline1 [58] ipfconline1,apguha Top Word Pairs in Tweet in G3:
[44] edtech,edchat [37] vr,ar [37] ar,vr [32] virtual,reality [25] education,educación [25] educación,edtech [24] elearning,educación [19] elearning,mlearning [19] ai,ia [19] ia,vr Top Word Pairs in Tweet in G4:
[64] edtech,arvrinedu [59] vr,virtualreality [57] virtual,reality [46] arvrinedu,education [43] virtualreality,3d [43] 3d,edtech [43] education,art [43] art,history [43] history,museum [43] museum,musetech Top Word Pairs in Tweet in G5:
[39] gt,gt [38] healthtech,ar [35] innovation,digital [35] digital,numerique [31] medical,chirurgie [31] chirurgie,healthcare [31] healthcare,innovation [31] numerique,healthtech [31] ar,mr [31] mr,vr Top Word Pairs in Tweet in G6:
[13] 21,02 [13] gratuit,30min [13] 30min,pour [13] pour,participer [13] participer,vr [13] vr,formation [13] formation,prevention [13] prevention,education [12] vr,ar [11] créer,et Top Word Pairs in Tweet in G7:
[22] virtual,reality [21] learning,experiences [18] bringing,virtual [18] reality,classroom [18] classroom,read [18] read,story [18] story,innovation [18] innovation,providing [18] providing,quality [18] quality,education Top Word Pairs in Tweet in G8:
[8] vr,ar [6] spatialcomputing,vr [6] ar,healthcare [6] healthcare,simulation [6] simulation,education [6] education,magicleap [4] honored,deliver [4] deliver,surgery [4] surgery,grandrounds [4] grandrounds,templesurgery Top Word Pairs in Tweet in G9:
[8] business,economics [8] vr,vrdev [8] vrdev,education [7] more,student [7] student,virtual [7] virtual,reality [7] reality,demo's [7] demo's,business [7] economics,facility [7] facility,today Top Word Pairs in Tweet in G10:
[2] mssheldon702,snehalstocks [2] snehalstocks,snowvegas [2] snowvegas,battecm [2] battecm,jennfisk [2] jennfisk,tishrich [2] tishrich,msoviattedtech [2] msoviattedtech,jordanamccudden [2] jordanamccudden,monigd [2] monigd,pavesichchrissy [2] pavesichchrissy,the1shipp Top Replied-To in Entire Graph:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: