The graph represents a network of 5,872 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, 21 June 2021 at 10:42 UTC.
The requested start date was Monday, 21 June 2021 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 3-day, 14-hour, 20-minute period from Thursday, 17 June 2021 at 09:39 UTC to Monday, 21 June 2021 at 00:00 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 : 5872
Unique Edges : 5239
Edges With Duplicates : 11235
Total Edges : 16474
Number of Edge Types : 5
Retweet : 3887
MentionsInRetweet : 5793
Mentions : 3688
Tweet : 2198
Replies to : 908
Self-Loops : 2310
Reciprocated Vertex Pair Ratio : 0.0429916051895192
Reciprocated Edge Ratio : 0.0824390243902439
Connected Components : 970
Single-Vertex Connected Components : 515
Maximum Vertices in a Connected Component : 3721
Maximum Edges in a Connected Component : 13309
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.944982
Graph Density : 0.00023785688394951
Modularity : 0.453773
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,872 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, 21 June 2021 at 10:42 UTC.
The requested start date was Monday, 21 June 2021 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 3-day, 14-hour, 20-minute period from Thursday, 17 June 2021 at 09:39 UTC to Monday, 21 June 2021 at 00:00 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".
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:
[448] #altrted,#edtech [187] edtech,edu [187] edu,online [187] sunrise,nest [186] sameer_609,hotmail [184] hotmail,91 [184] 91,9971604747 [175] co,founder [164] innovative,ideas [163] online,company Top Word Pairs in Tweet in G1:
[83] unicorn,nest [83] nest,uk [83] uk,hits [83] hits,milestone [83] milestone,100 [83] 100,1bn [83] 1bn,tech [83] tech,companies [83] companies,more [83] more,rest Top Word Pairs in Tweet in G2:
[55] #byjus,#edtech [20] edtech,startup [18] #edtech,#education [18] learn,more [15] #edtech,#edtechchat [13] #edtech,#edchat [13] edtech,app [13] #altrted,#edtech [12] digital,education [11] #education,#edtech Top Word Pairs in Tweet in G3:
[76] #learning,#goals [61] #goals,#kids [59] #stem,#edtech [56] knowledge,transfer [53] #k12,#education [52] #education,#stem [50] #edtech,#maths [48] #education,#edtech [47] #maths,#facts [42] #success,#k12 Top Word Pairs in Tweet in G4:
[77] #edtech,#edchat [24] #ditchbook,#edtech [20] #sel,#edtech [17] students,teachers [16] jmattmiller,burgessdave [16] burgessdave,joemarquez70 [16] joemarquez70,jcorippo [15] #edtech,#k12 [15] jcorippo,brentcoley [15] graspable,math Top Word Pairs in Tweet in G5:
[187] edtech,edu [187] edu,online [187] sunrise,nest [186] sameer_609,hotmail [184] hotmail,91 [184] 91,9971604747 [163] online,company [163] company,wife [163] wife,monika [163] monika,co Top Word Pairs in Tweet in G6:
[28] trox_edtech,tierneyhq [26] june,14 [25] tierneyhq,lacueorg [25] lacueorg,#tls21 [24] meet,trox_edtech [24] #tls21,june [24] 14,17 [24] 17,booth [24] booth,hours [24] hours,00 Top Word Pairs in Tweet in G7:
[33] #edtech,#edutech [27] teach,math [27] math,need [27] need,explore [27] explore,tool [27] tool,really [27] really,neat [27] neat,#mathchat [27] #mathchat,#edtechmath [27] #edtechmath,#mtbos Top Word Pairs in Tweet in G8:
[435] #altrted,#edtech [52] rutgersaltroute,a5 [49] rutgersaltroute,a3 [49] rutgersaltroute,a4 [46] rutgersaltroute,a2 [42] rutgersaltroute,a1 [36] use,technology [32] google,classroom [32] rutgersaltroute,#altrted [30] using,technology Top Word Pairs in Tweet in G9:
[8] podcastedtech,innovatemyschl [8] innovatemyschl,classtechtips [8] classtechtips,ictmagic [6] ask,questions [6] 30,years [6] favorite,instructional [6] instructional,strategy [6] strategy,use [6] use,amplify [6] amplify,student Top Word Pairs in Tweet in G10:
[91] entire,unacademy [91] unacademy,team [91] team,massive [91] massive,inspiration [91] inspiration,personally [91] personally,scaling [91] scaling,youtube [91] youtube,channel [91] channel,one [90] beerbicepsguy,entire 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:
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Top Tweeters in G10: