The graph represents a network of 6,308 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, 05 October 2020 at 10:17 UTC.
The requested start date was Monday, 05 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 3-day, 6-hour, 12-minute period from Thursday, 01 October 2020 at 11:22 UTC to Sunday, 04 October 2020 at 17:35 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 : 6308
Unique Edges : 6014
Edges With Duplicates : 12297
Total Edges : 18311
Number of Edge Types : 5
Retweet : 4417
MentionsInRetweet : 6856
Mentions : 4373
Tweet : 2226
Replies to : 439
Self-Loops : 2329
Reciprocated Vertex Pair Ratio : 0.0511880968243393
Reciprocated Edge Ratio : 0.0973909369388402
Connected Components : 971
Single-Vertex Connected Components : 523
Maximum Vertices in a Connected Component : 4226
Maximum Edges in a Connected Component : 15139
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.077881
Graph Density : 0.00023795665835758
Modularity : 0.473435
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,308 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, 05 October 2020 at 10:17 UTC.
The requested start date was Monday, 05 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 3-day, 6-hour, 12-minute period from Thursday, 01 October 2020 at 11:22 UTC to Sunday, 04 October 2020 at 17:35 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:
[229] tech,companies [228] edu,tech [226] recently,edu [226] companies,made [226] made,virat [226] virat,kohli [226] kohli,yuvraj [226] yuvraj,singh [226] singh,aamir [226] aamir,khan Top Word Pairs in Tweet in G1:
[42] #edchat,#edtech [38] #edtech,#stemed [36] #education,#edchat [31] #education,#edtech [31] #edtech,#edchat [26] help,students [24] #edtech,#education [23] #edtech,#k12 [22] #sel,#edtech [22] learn,more Top Word Pairs in Tweet in G2:
[20] #edtech,#education [16] #edtech,#edtechchat [16] #edtech,#edchat [15] #elearning,#edtech [14] #education,#edtech [13] edtech,startup [13] #edtech,#elearning [13] edtech,indonesia [12] learn,more [12] edtech,companies Top Word Pairs in Tweet in G3:
[174] virtual,classroom [164] thank,steph_edtech [162] give,students [161] students,virtual [160] teacher,tip [160] tip,remote [160] remote,hybrid [160] hybrid,settings [160] settings,give [160] classroom,roles Top Word Pairs in Tweet in G4:
[139] #datascience,#bigdata [137] #iiot,#machinelearning [137] #machinelearning,#datascience [121] #bigdata,#r [119] #r,#python [93] itox,#startup [93] #startup,potential [93] potential,cent [93] cent,#iiot [81] aaaamhim,itox Top Word Pairs in Tweet in G5:
[108] quick,tip [108] tip,video [101] mtholfsen,quick [68] video,show [68] show,exactly [68] exactly,properly [68] properly,make [68] make,#onenote [68] #onenote,assignment [68] assignment,using Top Word Pairs in Tweet in G6:
[70] transform,learning [69] learning,covid [69] covid,19 [69] technology,transform [63] wef,technology [46] change,way [46] way,study [46] study,math [46] math,#ar [46] #ar,theinsaneapp Top Word Pairs in Tweet in G7:
[221] recently,edu [221] edu,tech [221] tech,companies [221] companies,made [221] made,virat [221] virat,kohli [221] kohli,yuvraj [221] yuvraj,singh [221] singh,aamir [221] aamir,khan Top Word Pairs in Tweet in G8:
[32] covid,19 [15] white,house [13] positive,covid [12] amy,coney [11] virtual,event [10] #fetc,2021 [10] wear,mask [10] coney,barrett [8] attend,save [8] save,spot Top Word Pairs in Tweet in G9:
[11] riskcentre,saeedbaygi [10] springwise,futuremagfr [10] futuremagfr,si_exchange [10] si_exchange,ralph_ohr [10] #innovation,#sustainable [9] stovetop,moves [9] moves,waves [9] waves,cooking [9] cooking,boat [9] boat,cheddar Top Word Pairs in Tweet in G10:
[8] #edtech,#highered [7] #edtech,#edchat [7] edtech,insiders [7] insiders,access [7] access,valuable [7] valuable,information [7] information,makes [7] makes,smarter [7] smarter,more [7] more,prepared Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: