The graph represents a network of 4,947 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, 17 February 2020 at 12:28 UTC.
The requested start date was Monday, 17 February 2020 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 1-day, 8-hour, 51-minute period from Thursday, 13 February 2020 at 15:58 UTC to Saturday, 15 February 2020 at 00:50 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 : 4947
Unique Edges : 6725
Edges With Duplicates : 2051
Total Edges : 8776
Number of Edge Types : 4
MentionsInRetweet : 4207
Mentions : 2806
Tweet : 1548
Replies to : 215
Self-Loops : 1548
Reciprocated Vertex Pair Ratio : 0.053322528363047
Reciprocated Edge Ratio : 0.101246345591629
Connected Components : 838
Single-Vertex Connected Components : 398
Maximum Vertices in a Connected Component : 2972
Maximum Edges in a Connected Component : 6361
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.552714
Graph Density : 0.000265613726283073
Modularity : 0.691605
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,947 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, 17 February 2020 at 12:28 UTC.
The requested start date was Monday, 17 February 2020 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 1-day, 8-hour, 51-minute period from Thursday, 13 February 2020 at 15:58 UTC to Saturday, 15 February 2020 at 00:50 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : edtech
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[126] #edtech,#edchat [108] #healthtech,#fintech [108] #fintech,#edtech [106] #ar,changing [106] changing,#ui [106] #ui,#internet [106] #internet,impacting [106] impacting,#futureofwork [106] #futureofwork,#healthtech [83] #edtech,mikequindazzi Top Word Pairs in Tweet in G1:
[28] immersive,reader [23] #edtech,#mieexpert [20] #mieexpert,#microsoftedu [19] season,helpful [19] helpful,90 [19] 90,second [19] second,video [19] video,series [19] series,dropped [19] dropped,tons Top Word Pairs in Tweet in G2:
[23] #edtech,#edchat [15] #elearning,#edtech [14] #education,#edtech [10] #edchat,#edtech [9] #stem,#edtech [9] #edtech,#elearning [8] learn,more [8] #math,#techtalk [8] #techtalk,#iphone [8] #algebra,#edtech Top Word Pairs in Tweet in G3:
[52] edtech,genome [37] genome,project [32] #edtech,implementation [27] #edtech,#edtechchat [23] tools,work [21] 10,contextual [21] #edtech,#stemed [20] aims,uncover [19] edtech,tools [18] project,serve Top Word Pairs in Tweet in G4:
[26] premier,tweet [26] tweet,officiel [26] officiel,soutien [26] soutien,forum [26] forum,international [26] international,numérique [26] numérique,éducatif [26] éducatif,#infine2020 [26] #infine2020,#poitiers [26] #poitiers,06 Top Word Pairs in Tweet in G5:
[103] #ar,changing [103] changing,#ui [103] #ui,#internet [103] #internet,impacting [103] impacting,#futureofwork [103] #futureofwork,#healthtech [103] #healthtech,#fintech [103] #fintech,#edtech [81] #edtech,mikequindazzi [79] pawlowskimario,#ar Top Word Pairs in Tweet in G6:
[15] merge,cube [14] insider,exclusive [11] edtech_k12,insider [11] used,merge [11] cube,add [11] add,cospaces_edu [11] cospaces_edu,today [11] today,create [11] create,planet [11] planet,cells Top Word Pairs in Tweet in G7:
[6] edtechbymeera,shortest [6] shortest,explainer [6] explainer,video [6] video,created [6] created,less [6] less,10 [6] 10,min [6] min,android [6] android,#a [6] rspoutra,lisa_gauthreaux Top Word Pairs in Tweet in G8:
[45] #edtech,edsurge [10] teachers,love [10] love,bring [10] bring,show [10] show,netflix [10] netflix,class [10] class,copyright [10] copyright,teachers [10] teachers,made [10] made,simple Top Word Pairs in Tweet in G9:
[24] #vr,#virtualreality [19] #edtech,#arvrinedu [18] historyview,vr [18] #education,#art [17] anything,ve [17] ve,learned [17] learned,online [17] online,learning [17] learning,over [17] over,past Top Word Pairs in Tweet in G10:
[22] oh,definitely [22] definitely,favorite [22] favorite,thing [22] thing,look [22] look,sweet [22] sweet,#drydenrocks [22] #drydenrocks,4th [22] 4th,graders [22] graders,sharing [22] sharing,#kindness Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: