The graph represents a network of 6,047 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, 11 July 2022 at 11:02 UTC.
The requested start date was Monday, 11 July 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 4-day, 9-hour, 53-minute period from Wednesday, 06 July 2022 at 14:01 UTC to Sunday, 10 July 2022 at 23:55 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 : 6047
Unique Edges : 5018
Edges With Duplicates : 11282
Total Edges : 16300
Number of Edge Types : 5
Retweet : 4448
MentionsInRetweet : 6446
Tweet : 2173
Mentions : 2971
Replies to : 262
Self-Loops : 2283
Reciprocated Vertex Pair Ratio : 0.0395623966416486
Reciprocated Edge Ratio : 0.0761135584924131
Connected Components : 1064
Single-Vertex Connected Components : 608
Maximum Vertices in a Connected Component : 3664
Maximum Edges in a Connected Component : 12844
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.515135
Graph Density : 0.00022352198548792
Modularity : 0.454458
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,047 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, 11 July 2022 at 11:02 UTC.
The requested start date was Monday, 11 July 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 4-day, 9-hour, 53-minute period from Wednesday, 06 July 2022 at 14:01 UTC to Sunday, 10 July 2022 at 23:55 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:
[187] coaching,menu [183] anyone,original [183] original,edtech [183] edtech,coaching [183] menu,template [183] template,canva [183] canva,link [181] mrspatehistory,anyone [179] ãƒ,ム[164] using,tech Top Word Pairs in Tweet in G1:
[137] õ,õ [74] ãƒ,ム[24] #byjus,#edtech [21] learn,more [18] indian,edtech [16] edtech,companies [14] edtech,startup [14] learning,experiences [14] edtech,unicorn [13] peking,university Top Word Pairs in Tweet in G2:
[27] #edtech,#edchat [27] #notatiste,miss [27] session,worry [23] themerrillsedu,#notatiste [21] worry,thanks [21] thanks,wakelet [21] wakelet,we've [20] #byjus,#edtech [19] miss,canva [18] #edtech,#edutwitter Top Word Pairs in Tweet in G3:
[62] #education,#edtech [44] #edtech,#edchat [42] #sel,#edtech [42] #edtech,edsurge [40] #edtech,#education [37] #edtech,#educoach [35] free,ebook [32] learn,more [31] here's,free [31] #edchat,#edtech Top Word Pairs in Tweet in G4:
[47] #byjus,#edtech [26] #hr,#csr [26] #hrtech,#salesforce [25] #edchat,#twitterchat [25] softbank,backed [25] spent,much [25] much,rs [25] rs,100 [25] 100,crore [25] crore,over Top Word Pairs in Tweet in G5:
[54] #ai,#edtech [50] #finsevr,#ai [50] #edtech,#govtech [50] #govtech,#ehealth [50] #ehealth,#iot [50] #iot,#ar [50] #ar,#lunc [49] #insurtech,#fintech [49] #fintech,#finsevr [49] #lunc,#blockchain Top Word Pairs in Tweet in G6:
[158] anyone,original [158] original,edtech [158] edtech,coaching [158] coaching,menu [158] menu,template [158] template,canva [158] canva,link [156] mrspatehistory,anyone [4] gif,maths [4] maths,gif Top Word Pairs in Tweet in G7:
[147] saw,today [147] today,thru [147] thru,apple [147] apple,coaching [147] coaching,program [147] program,iste [147] iste,well [147] well,ncties [147] ncties,focus [147] focus,using Top Word Pairs in Tweet in G8:
[27] education,laws [27] transcript,recent [27] recent,interview [27] interview,frankpasquale [27] frankpasquale,thoughts [26] neil_selwyn,education [25] laws,roboticsâ [25] roboticsâ,transcript [24] thoughts,aroundâ [18] climate,crisis Top Word Pairs in Tweet in G9:
[101] hello,twitter [101] twitter,rounded [101] rounded,months [101] months,internship [101] internship,product [101] product,management [101] management,edtech [101] edtech,company [101] company,currently [100] realkatiendas,hello Top Word Pairs in Tweet in G10:
[10] higher,education [7] need,podcast [7] podcast,check [7] check,#highered [7] #highered,podcasts [7] podcasts,hosted [7] hosted,2022 [7] 2022,influencers [7] influencers,futureupodcast [6] check,merchandise 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 G8:
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: