The graph represents a network of 6,043 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, 30 May 2022 at 11:00 UTC.
The requested start date was Monday, 30 May 2022 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, 17-hour, 5-minute period from Thursday, 26 May 2022 at 06:54 UTC to Monday, 30 May 2022 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 : 6043
Unique Edges : 5487
Edges With Duplicates : 11640
Total Edges : 17127
Number of Edge Types : 5
Tweet : 2343
Retweet : 4272
MentionsInRetweet : 6464
Mentions : 3707
Replies to : 341
Self-Loops : 2448
Reciprocated Vertex Pair Ratio : 0.053147195689444
Reciprocated Edge Ratio : 0.10093023255814
Connected Components : 1035
Single-Vertex Connected Components : 560
Maximum Vertices in a Connected Component : 3704
Maximum Edges in a Connected Component : 13510
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.897518
Graph Density : 0.000235540252377546
Modularity : 0.454984
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,043 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, 30 May 2022 at 11:00 UTC.
The requested start date was Monday, 30 May 2022 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, 17-hour, 5-minute period from Thursday, 26 May 2022 at 06:54 UTC to Monday, 30 May 2022 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:
[254] #byjus,#edtech [161] #ar,#vr [142] gave,kred [142] kred,#influence [133] #edchat,#edtech [124] #ai,#ml [119] #edtech,#edchat [114] #edtech,#education [114] #ml,#iot [112] learn,more Top Word Pairs in Tweet in G1:
[172] #byjus,#edtech [106] #edchat,#edtech [75] #education,#edtech [65] #edtech,#education [60] activity,pack [57] blockbuster,model [55] breaking,blockbuster [53] pupil,activity [41] #edtech,#homeschool [40] #sel,#edtech Top Word Pairs in Tweet in G2:
[82] #byjus,#edtech [29] edtech,startup [18] linköping,university [15] #edtech,#education [15] 倍率,受験資格 [15] #教員採用試験,#教採 [13] hybrid,learning [13] times,#byjus [12] edtech,startups [12] case,study Top Word Pairs in Tweet in G3:
[138] #ar,#vr [120] gave,kred [120] kred,#influence [104] #ai,#ml [97] #ml,#iot [88] #edtech,#tech [86] #stem,#edtech [79] eli_krumova,gave [71] #digitalhealth,#ai [70] #womenintech,#womeninstem Top Word Pairs in Tweet in G4:
[65] big,edtech [34] edtech,products [33] right,education [32] impact,digitalization [32] digitalization,education [32] education,right [32] education,report [32] report,special [32] special,rapporteur [31] neil_selwyn,impact Top Word Pairs in Tweet in G5:
[46] #mieexpert,community [46] community,looking [46] looking,passionate [46] passionate,educators [46] educators,follow [46] follow,steps [46] steps,nominate [46] nominate,yourself [46] yourself,2022 [45] mtholfsen,#mieexpert Top Word Pairs in Tweet in G6:
[54] alakh,pandey [53] rejected,offer [52] offer,unacademy [52] unacademy,runs [52] runs,edtech [52] edtech,worth [52] worth,billion [52] billion,dollars [52] dollars,meet [43] meet,physicswallah's Top Word Pairs in Tweet in G7:
[20] #edtech,tools [17] cisc,symposium [16] thank,joining [16] joining,2022 [16] 2022,cisc [16] symposium,please [16] please,enjoy [16] enjoy,video [16] video,highlight [16] highlight,save Top Word Pairs in Tweet in G8:
[96] edtech,seluruh [72] oleh,aplikasi [63] seluruh,dunia [59] aqfiazfan,laporan [58] privasi,anak [57] data,privasi [56] aplikasi,edtech [56] laporan,investigasi [56] investigasi,terbaru [56] terbaru,kami Top Word Pairs in Tweet in G9:
[34] 30,ideas [34] ideas,200 [34] 200,herramientas [34] herramientas,#tic [34] #tic,evaluar [34] evaluar,manera [34] manera,diferente [34] diferente,clases [34] clases,virtuales [34] virtuales,híbridas Top Word Pairs in Tweet in G10:
[19] #edtech,#womenintech [18] learn,more [17] #elearning,#highered [14] education,people [14] people,edtech [14] edtech,learn [14] more,#edtech [14] #womenintech,#elearning [10] downing,#edtech [10] #edtech,#ondemand Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: