The graph represents a network of 4,601 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 Wednesday, 13 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, 16-hour, 4-minute period from Friday, 08 November 2019 at 08:56 UTC to Monday, 11 November 2019 at 01:01 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 : 4601
Unique Edges : 6589
Edges With Duplicates : 2450
Total Edges : 9039
Number of Edge Types : 3
Mentions : 7311
Tweet : 1552
Replies to : 176
Self-Loops : 1552
Reciprocated Vertex Pair Ratio : 0.0331761006289308
Reciprocated Edge Ratio : 0.0642215796682392
Connected Components : 613
Single-Vertex Connected Components : 288
Maximum Vertices in a Connected Component : 3121
Maximum Edges in a Connected Component : 7210
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.210263
Graph Density : 0.000310471258611077
Modularity : 0.671029
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,601 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 Wednesday, 13 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, 16-hour, 4-minute period from Friday, 08 November 2019 at 08:56 UTC to Monday, 11 November 2019 at 01:01 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:
[275] students,learning [271] 2030,students [271] teachers,10 [271] 10,times [271] times,faster [271] faster,today [268] learning,robot [268] robot,teachers [264] today,wef [264] wef,#ai Top Word Pairs in Tweet in G1:
[263] 2030,students [263] students,learning [263] teachers,10 [263] 10,times [263] times,faster [263] faster,today [261] today,wef [261] wef,#ai [260] learning,robot [260] robot,teachers Top Word Pairs in Tweet in G2:
[30] #edtech,#edchat [18] #elearning,#edtech [18] #edtech,#education [17] check,out [15] #math,#techtalk [15] #techtalk,#iphone [15] #algebra,#edtech [14] #edchat,#edtech [14] #re,#rs [13] download,ultimate Top Word Pairs in Tweet in G3:
[49] #edtech,#edchat [34] #edtech,edsurge [23] check,out [19] struggle,essential [19] essential,brain [19] brain,lives [16] #education,#edtech [16] lives,#edtech [14] real,world [13] #edtech,#education Top Word Pairs in Tweet in G4:
[33] #edtech,#stemed [20] here,#edtech [19] #edtech,#edtechchat [18] more,here [17] incmty,#incmty [17] #gamificación,nos [17] nos,gusta [17] gusta,educatoral [16] global,#edtech [16] #education,#edchat Top Word Pairs in Tweet in G5:
[97] free,coupon [97] 99,free [70] courseverse,free [35] #elearning,#blacktechtwitter [34] free,#100daysofcode [34] #udemy,199 [34] 199,99 [33] #blacktechtwitter,#course [29] suffolk,edtech [29] edtech,conference Top Word Pairs in Tweet in G6:
[25] google,classroom [25] youtube,channels [21] #edchat,#edtech [21] google,account [19] new,post [19] post,whoa [19] whoa,office [19] office,365 [19] 365,free [19] free,teachers Top Word Pairs in Tweet in G7:
[14] ar,vr [13] #edchat,#edtech [13] #edtech,#arvrinedu [12] #ar,#cpd [12] #cpd,#edtech [10] check,out [9] #edtech,#education [8] https,t [8] t,co [8] free,copy Top Word Pairs in Tweet in G8:
[50] #edtechperu,#learninglab [16] #learninglab,#edtechperu [16] full,day [14] 2,#learninglab [12] cerrando,2 [12] #edtechperu,alicekeeler [12] alicekeeler,hablando [12] hablando,#gamification [12] #gamification,full [12] day,lleno Top Word Pairs in Tweet in G9:
[27] take,look [27] look,#learning [27] #learning,dark [27] dark,applying [27] applying,unsupervised [27] unsupervised,#learning [27] #learning,#malware [27] #malware,#dataset [27] #dataset,#machinelearning [27] #machinelearning,#ml Top Word Pairs in Tweet in G10:
[11] smart,board [11] board,mx [9] check,out [6] #edtech,#edchat [6] congratulations,wknowlton [6] wknowlton,kprschools [6] kprschools,winning [6] winning,smart [6] mx,#bit19 [6] #bit19,#edtech 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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