The graph represents a network of 6,358 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, 26 October 2020 at 10:44 UTC.
The requested start date was Monday, 26 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 9-hour, 25-minute period from Friday, 23 October 2020 at 08:09 UTC to Sunday, 25 October 2020 at 17:34 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 : 6358
Unique Edges : 6786
Edges With Duplicates : 11972
Total Edges : 18758
Number of Edge Types : 5
Retweet : 4128
MentionsInRetweet : 6782
Tweet : 2292
Mentions : 5194
Replies to : 362
Self-Loops : 2411
Reciprocated Vertex Pair Ratio : 0.0595200338302146
Reciprocated Edge Ratio : 0.112352823787667
Connected Components : 982
Single-Vertex Connected Components : 534
Maximum Vertices in a Connected Component : 4100
Maximum Edges in a Connected Component : 15270
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.788355
Graph Density : 0.000247960020392992
Modularity : 0.476552
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,358 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, 26 October 2020 at 10:44 UTC.
The requested start date was Monday, 26 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 9-hour, 25-minute period from Friday, 23 October 2020 at 08:09 UTC to Sunday, 25 October 2020 at 17:34 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:
[196] #edtech,#edchat [133] set,incredible [133] incredible,#microsoftteams [133] #microsoftteams,resources [133] resources,parents [133] parents,short [133] short,printable [133] printable,pdfs [133] pdfs,started [132] mtholfsen,set Top Word Pairs in Tweet in G1:
[72] #edtech,#edchat [63] #esl,#efl [62] #efl,#elt [51] #elt,#tesol [51] #tesol,#eal [41] #eal,#ell [36] #edchat,#edtech [36] steph_edtech,stevemcgriff [33] digital,learning [33] edtech,coaches Top Word Pairs in Tweet in G2:
[28] #education,#edtech [28] 中国の宿題指導アプリyuanfudaoのバリュエーションが1,6兆円超え [28] 6兆円超え,最も価値の大きいedtech企業に [22] #edtech,#edchat [21] #edtech,#edtechchat [20] #edtech,#education [14] 最も価値の大きいedtech企業に,techcrunch [14] techcrunch,japan [14] #math,#techtalk [14] #techtalk,#iphone Top Word Pairs in Tweet in G3:
[58] #edtech,#edchat [15] many,hours [15] hours,become [12] #virtualevent,wins [12] wins,tccaconf [12] tccaconf,done [12] done,largest [12] largest,#edtech [12] #edtech,conference [12] conference,#texas Top Word Pairs in Tweet in G4:
[56] #interactive,blackboards [56] #classrooms,#schools [56] #schools,#office [56] #office,alvinfoo [53] alvinfoo,pawlowskimario [52] blackboards,#future [52] #future,#classrooms [51] pawlowskimario,#interactive [51] pawlowskimario,#a [49] enricomolinari,#ff Top Word Pairs in Tweet in G5:
[123] set,incredible [123] incredible,#microsoftteams [123] #microsoftteams,resources [123] resources,parents [123] parents,short [123] short,printable [123] printable,pdfs [123] pdfs,started [122] mtholfsen,set [74] activity,pack Top Word Pairs in Tweet in G6:
[51] kindnesscoach_,steph_edtech [51] steph_edtech,gcouros [28] gcouros,kirtidakale [28] kirtidakale,adamhilledu [28] mcdonald_kecia,drchrismooreep [28] drchrismooreep,richreadalot [28] chrisquinn64,000dave [27] adamhilledu,chandlergeog [27] richreadalot,mindfulmissg [27] actionheroteach,chrisquinn64 Top Word Pairs in Tweet in G7:
[53] #educación,#education [41] #pedagogy,#pedagogía [34] #pedagogía,#pedagogie [32] #education,#edtech [29] #ñam,educkacción [29] educkacción,red [28] #elearning,#mlearning [25] #pedagogie,#edtech [25] eraser,#ñam [24] #edtech,#elearning Top Word Pairs in Tweet in G8:
[64] #learning,#innovation [57] #innovation,#research [54] #research,#goals [51] #goals,#success [48] knowledge,transfer [42] #stem,#edtech [42] #success,#stem [42] #edtech,#autism [36] #autism,#books [35] #tools,#science Top Word Pairs in Tweet in G9:
[16] #edtechweek2020,nearly [16] daily,live [16] live,panels' [16] sector,issues [16] twilight,tea [11] wheatleypark,dhsboys [11] rocket,science [11] science,re [11] re,hungry [11] hungry,struggle Top Word Pairs in Tweet in G10:
[26] one,reason [26] reason,students [26] students,trouble [26] trouble,learning [26] learning,edtech [26] edtech,without [26] without,prior [26] prior,knowledge [26] knowledge,connect [26] connect,directions 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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