The graph represents a network of 5,888 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, 25 April 2022 at 10:58 UTC.
The requested start date was Monday, 25 April 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, 16-hour, 15-minute period from Thursday, 21 April 2022 at 07:45 UTC to Monday, 25 April 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 : 5888
Unique Edges : 5975
Edges With Duplicates : 11549
Total Edges : 17524
Number of Edge Types : 5
Mentions : 4019
MentionsInRetweet : 6590
Retweet : 4213
Tweet : 2369
Replies to : 333
Self-Loops : 2536
Reciprocated Vertex Pair Ratio : 0.0538587083236186
Reciprocated Edge Ratio : 0.102212389380531
Connected Components : 897
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 3565
Maximum Edges in a Connected Component : 13810
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.913414
Graph Density : 0.000260799403254038
Modularity : 0.455975
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,888 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, 25 April 2022 at 10:58 UTC.
The requested start date was Monday, 25 April 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, 16-hour, 15-minute period from Thursday, 21 April 2022 at 07:45 UTC to Monday, 25 April 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:
[232] #byjus,#edtech [153] #edchat,#edtech [126] learn,more [120] access,education [119] #awseducate,sol_univofdelhi [119] sol_univofdelhi,gives [119] gives,underserved [119] underserved,access [119] education,together [119] together,training Top Word Pairs in Tweet in G1:
[88] big,education [88] education,ape [88] #redfored,#tbats [81] #edchat,#edtech [80] #tbats,#edchat [80] #edchat,#k12 [80] #edtech,trends [79] #byjus,#edtech [65] #k12,#learning [64] trends,near Top Word Pairs in Tweet in G2:
[87] #edtech,#ditchbook [86] #ditchbook,#tlap [86] #tlap,#etcoaches [69] #etcoaches,#hacklearning [48] #edtech,#edchat [44] #hacklearning,#gsuiteedu [44] #gsuiteedu,#googleedu [37] #googleedu,#celebrated [28] mrshowell24,using [27] #edchat,#k12 Top Word Pairs in Tweet in G3:
[50] #byjus,#edtech [49] 株式会社lineｗ,#wantedly [47] 教育,爆発的成長中の自社edtechサービスでお客様のdx化を支援 [47] 爆発的成長中の自社edtechサービスでお客様のdx化を支援,株式会社lineｗ [19] #edtech,#education [15] edtech,trends [15] edtech,platform [14] learn,more [14] edtech,startup [14] #edchat,#edtech Top Word Pairs in Tweet in G4:
[103] #byjus,#edtech [48] glad,welcome [32] education,edtech [31] edtech,conclave [31] conclave,awards [25] 6th,2022 [24] #edchat,#edtech [24] 'eminent,speaker' [23] #saturdaymotivation,#business [23] guide,educate Top Word Pairs in Tweet in G5:
[42] #codie22,#edtech [42] finalists,best [40] #edtech,finalists [38] #edtech,edsurge [26] congrats,#codie22 [22] 2022,state [21] cosn's,2022 [21] state,edtech [21] edtech,leadership [17] instructional,solution Top Word Pairs in Tweet in G6:
[74] activity,pack [61] pupil,activity [47] video,tutorials [28] activity,packs [24] #educación,#education [22] #elearning,#mlearning [21] home,school [20] pack,video [20] ilearn2primary,year [19] pack,home Top Word Pairs in Tweet in G7:
[13] delighted,see [13] see,report [13] report,published [13] published,digital [13] digital,tools [13] tools,catalytic [13] catalytic,effect [13] effect,advancing [13] advancing,both [13] both,educational Top Word Pairs in Tweet in G8:
[119] #awseducate,sol_univofdelhi [119] sol_univofdelhi,gives [119] gives,underserved [119] underserved,access [119] access,education [119] education,together [119] together,training [119] training,socially [115] aws_edu,#awseducate [115] socially,economicall Top Word Pairs in Tweet in G9:
[64] gave,kred [64] kred,#influence [48] eli_krumova,gave [41] #womeninstem,#womenintech [40] #ai,#ml [34] #influence,#sdgs [32] #ml,#iot [26] #edtech,#ai [25] #iot,#iiot [21] #stemeducation,#womeninstem Top Word Pairs in Tweet in G10:
[4] honesty,integrity [4] boris,johnson [3] karatsumori05,maitongrooka [2] 56,mps [2] mps,accused [2] accused,sexual [2] sexual,misconduct [2] misconduct,combined [2] combined,appalling [2] appalling,mos Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: