The graph represents a network of 6,290 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, 04 October 2021 at 10:44 UTC.
The requested start date was Monday, 04 October 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, 16-hour, 15-minute period from Thursday, 30 September 2021 at 07:45 UTC to Monday, 04 October 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 : 6290
Unique Edges : 5881
Edges With Duplicates : 11480
Total Edges : 17361
Number of Edge Types : 5
Retweet : 4107
MentionsInRetweet : 6372
Tweet : 2219
Mentions : 4139
Replies to : 524
Self-Loops : 2349
Reciprocated Vertex Pair Ratio : 0.0428020114606479
Reciprocated Edge Ratio : 0.082090389144331
Connected Components : 972
Single-Vertex Connected Components : 517
Maximum Vertices in a Connected Component : 4190
Maximum Edges in a Connected Component : 14365
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.029329
Graph Density : 0.000225416927782403
Modularity : 0.466669
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,290 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, 04 October 2021 at 10:44 UTC.
The requested start date was Monday, 04 October 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, 16-hour, 15-minute period from Thursday, 30 September 2021 at 07:45 UTC to Monday, 04 October 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:
[214] #edtech,#education [189] #byjus,#edtech [179] #edtech,#edchat [168] #edchat,#edtech [140] co,founder [131] #education,#edtech [125] wife,monika [125] monika,co [125] founder,sunrisenest [125] sunrisenest,edutainment Top Word Pairs in Tweet in G1:
[65] google,search [57] #gsuiteedu,#googleedu [44] #education,#edtech [44] know,create [44] create,link [44] link,google [44] search,searches [44] searches,certain [44] certain,sites [44] sites,true Top Word Pairs in Tweet in G2:
[75] #byjus,#edtech [74] #edtech,#education [56] #edchat,#k12 [56] simulation,tools [56] tools,pave [56] pave,way [56] way,next [56] next,generation [56] generation,engineers [56] engineers,intengineering Top Word Pairs in Tweet in G3:
[111] #byjus,#edtech [30] edtech,startup [18] #education,#edtech [18] edtech,industry [18] based,question [18] question,generation [18] generation,platforms [17] top,ai [17] ai,based [17] platforms,edtech Top Word Pairs in Tweet in G4:
[101] #blockchain,#edtech [96] #edtech,#ethereum [96] #ethereum,#polygon [89] #polygon,#wordpress [27] forwardprotocol,great [21] forward,protocol [19] project,future [17] great,project [15] good,project [15] #wordpress,#airdrop Top Word Pairs in Tweet in G5:
[34] #edtech,#learning [27] technology,changes [27] changes,quickly [27] quickly,update [27] update,guide [27] guide,year [27] year,put [27] put,together [27] together,list [26] cultofpedagogy,technology Top Word Pairs in Tweet in G6:
[91] #edtech,#edchat [46] #edchat,#edtech [41] #edtech,#homeschool [37] #homeschool,#homeschooling [25] #edtech,#education [25] using,technology [23] delighted,byjus's [23] byjus's,partnering [23] partnering,enhance [23] enhance,learnings Top Word Pairs in Tweet in G7:
[95] 100,million [93] raising,100 [89] startup,vedantu_learn [88] indian,#edtech [88] #edtech,startup [88] vedantu_learn,entering [88] entering,#unicorn [88] #unicorn,club [88] club,valuation [88] valuation,billion Top Word Pairs in Tweet in G8:
[14] don,forget [14] secret,edtech [14] edtech,diary [11] dogsthorpe,infant [11] infant,school [11] diary,alkingsley_edu [11] alkingsley_edu,don [11] forget,add [10] book,secret [8] add,#edtechbookclub Top Word Pairs in Tweet in G9:
[73] #edtech,edsurge [30] need,make [30] make,schools [30] schools,human [30] human,again [30] again,means [30] means,treating [30] treating,teachers [30] teachers,respect [30] respect,#edtech Top Word Pairs in Tweet in G10:
[9] edtechdemo,help [9] week,go [7] co,psrxbvduhm [7] educationgovuk,edtechdemo [7] showbie,socrative [7] socrative,edtechimpact [7] edtechimpact,mrkempnz [7] mrkempnz,edtechdemo [7] edtechdemo,edtech_podcast [7] flipped,traditional Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
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:
Top Mentioned in G4:
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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: