The graph represents a network of 4,971 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, 11 November 2019 at 08:39 UTC.
The requested start date was Monday, 11 November 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 2-day, 13-hour, 4-minute period from Thursday, 07 November 2019 at 22:05 UTC to Sunday, 10 November 2019 at 11:10 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 : 4971
Unique Edges : 6992
Edges With Duplicates : 2391
Total Edges : 9383
Number of Edge Types : 3
Mentions : 7625
Tweet : 1557
Replies to : 201
Self-Loops : 1557
Reciprocated Vertex Pair Ratio : 0.0352870813397129
Reciprocated Edge Ratio : 0.0681686886192952
Connected Components : 705
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 3333
Maximum Edges in a Connected Component : 7413
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.340325
Graph Density : 0.000280257282985784
Modularity : 0.678046
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,971 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, 11 November 2019 at 08:39 UTC.
The requested start date was Monday, 11 November 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 2-day, 13-hour, 4-minute period from Thursday, 07 November 2019 at 22:05 UTC to Sunday, 10 November 2019 at 11:10 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[468] ã,ã [317] ðÿ,ðÿ [250] students,learning [247] 2030,students [247] teachers,10 [247] 10,times [247] times,faster [247] faster,today [247] #ai,#robotics [244] learning,robot Top Word Pairs in Tweet in G1:
[242] 2030,students [242] students,learning [242] teachers,10 [242] 10,times [242] times,faster [242] faster,today [242] #ai,#robotics [239] learning,robot [239] robot,teachers [236] today,wef Top Word Pairs in Tweet in G2:
[29] #edtech,#edtechchat [24] google,classroom [21] new,post [21] ðÿ,ðÿ [21] students,use [21] google,account [20] #edtech,#gsuiteedu [19] post,whoa [19] whoa,office [19] office,365 Top Word Pairs in Tweet in G3:
[243] ã,ã [66] ãƒ,ã [50] ã,ム[48] ãƒ,ム[35] ã,æ [27] ã,å [26] å,ã [23] #edtech,#edchat [19] æ,ã [18] #elearning,#edtech Top Word Pairs in Tweet in G4:
[42] #edtechperu,#learninglab [38] #edtech,#stemed [25] here,#edtech [20] more,here [19] #edtech,#startup [18] #edchat,#edtech [17] incmty,#incmty [16] linear,inequalities [16] global,#edtech [15] #startup,#award Top Word Pairs in Tweet in G5:
[63] free,coupon [63] 99,free [44] courseverse,free [28] suffolk,edtech [28] edtech,conference [23] google,innovator [20] innovator,program [19] #elearning,#blacktechtwitter [19] #blacktechtwitter,#course [19] #course,#career Top Word Pairs in Tweet in G6:
[43] #edtech,edsurge [40] #edtech,#edchat [33] activity,pack [20] video,tutorials [18] pupil,activity [18] ð,ð [17] struggle,essential [17] essential,brain [16] primary,computing [14] lives,#edtech Top Word Pairs in Tweet in G7:
[8] s,30 [8] 30,minutes [8] minutes,#studentnews [8] #studentnews,club [8] club,looks [8] looks,film [8] film,thursdays [8] thursdays,broadcast [6] â,œwhy [5] #edtech,friends Top Word Pairs in Tweet in G8:
[18] #elearning,#mlearning [17] #education,#edtech [15] #education,#educación [14] #highered,#highereducation [12] #educación,#education [12] congreso,iberoamericano [11] #educación,#edtech [11] #edtech,#highered [9] #pedagogy,#pedagogie [9] #pedagogie,#pedagogía Top Word Pairs in Tweet in G9:
[227] ðÿ,ðÿ [76] #edchat,#education [76] #education,#edtech [75] #edtech,#elearning [73] #elearning,#k12 [68] s,taxonomy [68] taxonomy,verbs [68] verbs,digital [68] digital,learning [68] teachthought,#edchat Top Word Pairs in Tweet in G10:
[13] students,create [12] veteran's,day [12] day,november [12] november,11th [12] 11th,here's [12] here's,#bookcreator [12] #bookcreator,activity [12] activity,students [12] create,book [12] book,ways 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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