The graph represents a network of 4,869 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, 15 June 2020 at 09:32 UTC.
The requested start date was Monday, 15 June 2020 at 00:01 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, 15-hour, 30-minute period from Thursday, 11 June 2020 at 18:15 UTC to Saturday, 13 June 2020 at 09:45 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 : 4869
Unique Edges : 4028
Edges With Duplicates : 7354
Total Edges : 11382
Number of Edge Types : 5
Retweet : 2883
MentionsInRetweet : 4142
Replies to : 269
Tweet : 1495
Mentions : 2593
Self-Loops : 1557
Reciprocated Vertex Pair Ratio : 0.0538811247684795
Reciprocated Edge Ratio : 0.102252756031315
Connected Components : 788
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 2954
Maximum Edges in a Connected Component : 8547
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.288067
Graph Density : 0.000264067289357502
Modularity : 0.516933
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,869 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, 15 June 2020 at 09:32 UTC.
The requested start date was Monday, 15 June 2020 at 00:01 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, 15-hour, 30-minute period from Thursday, 11 June 2020 at 18:15 UTC to Saturday, 13 June 2020 at 09:45 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 G2:
[16] open,apereo [14] apereo,2020 [14] 15,19 [14] 2020,june [13] june,15 [13] covid,19 [12] #highered,#edtech [12] #education,#edtech [11] #edtech,#education [11] days,go Top Word Pairs in Tweet in G3:
[50] #edtech,#edchat [50] covid,19 [42] google,classroom [41] advocated,innovation [41] innovation,technology [25] technology,tool [21] tool,enhance [21] enhance,quality [18] quality,education [17] education,way Top Word Pairs in Tweet in G4:
[28] #edchat,#edtech [25] #edtech,#homeschool [25] #homeschool,#homeschooling [17] tomorrow,hosting [17] hosting,3rd [17] 3rd,#chitchat [17] #chitchat,fabulous [17] fabulous,#teachertwitter [17] technologylaura,tomorrow [17] powerpoint,live Top Word Pairs in Tweet in G5:
[25] powerpoint,live [19] live,rolled [17] rolled,globally [13] globally,make [13] make,inclusive [13] inclusive,engaging [13] engaging,presentations [13] presentations,ppt [12] ppt,web [11] web,click Top Word Pairs in Tweet in G6:
[176] #edtech,edsurge [176] remote,learning [176] brain,research [176] research,helped [176] helped,retool [176] retool,school [176] school,schedule [176] schedule,remote [176] learning,#edtech [176] student,agency Top Word Pairs in Tweet in G7:
[71] edtech_ology,allijohnson_lhs [49] globalgeg,edtech_ology [27] edtech_ology,abid_patel [26] watch,recording [26] trainingwithbm,edtech_ology [26] phausedu,lancerkey [26] globalgeg,geg_uk [25] thanks,everyone [24] abid_patel,e_fogarty [19] boot,camp Top Word Pairs in Tweet in G8:
[24] 99,free [16] #udemy,94 [16] 94,99 [14] #elearning,#blacktechtwitter [12] #blacktechtwitter,#course [12] #course,#career [11] #career,#edtech [11] #edtech,#womenintech [11] #womenintech,#learning [10] #kubernetes,#iot Top Word Pairs in Tweet in G9:
[39] #education,#edchat [28] #edtech,#edchat [28] free,webinar [25] #edchat,#edtech [25] professional,development [25] #edchat,#k12 [24] #remotelearning,#edtech [24] getting,ready [23] ready,join [22] join,over Top Word Pairs in Tweet in G10:
[17] #vr,#ar [10] 30,seconds [9] using,#augmentedreality [8] #ar,#edtech [8] #edtech,#ai [6] #ai,#ux [6] #ux,#ui [6] #ui,#innovation [6] #innovation,#tech [6] #laptop,offers Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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