The graph represents a network of 6,366 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, 28 November 2022 at 12:00 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 18-hour, 59-minute period from Monday, 21 November 2022 at 14:51 UTC to Friday, 25 November 2022 at 09:50 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 : 6366
Unique Edges : 6062
Edges With Duplicates : 10487
Total Edges : 16549
Number of Edge Types : 5
Retweet : 3786
MentionsInRetweet : 5860
Mentions : 4042
Tweet : 2530
Replies to : 331
Self-Loops : 2646
Reciprocated Vertex Pair Ratio : 0.0625918667319941
Reciprocated Edge Ratio : 0.117809798270893
Connected Components : 1279
Single-Vertex Connected Components : 771
Maximum Vertices in a Connected Component : 3636
Maximum Edges in a Connected Component : 12467
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.433725
Graph Density : 0.000214093972816606
Modularity : 0.494746
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,366 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, 28 November 2022 at 12:00 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 18-hour, 59-minute period from Monday, 21 November 2022 at 14:51 UTC to Friday, 25 November 2022 at 09:50 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:
[176] #edtech,#education [134] #edchat,#edtech [113] learn,more [107] #education,#edtech [98] #edtech,#edtechchat [85] #edtech,#edchat [82] ücretsiz,bir [82] bilgileri,paylaşacağım [82] sistemi,sınav [82] bireysel,öğrenci Top Word Pairs in Tweet in G1:
[34] school,students [33] #digitaldivide,#edtech [33] device,adequate [33] households,without [33] today's,classroom [33] internet,connection [33] #wifi,30 [33] #edtech,#education [33] power,today's [33] #erate,helping Top Word Pairs in Tweet in G2:
[54] activity,pack [47] #damsdelhi,#edtech [46] #emedicoz,#damsdelhi [45] #edtech,#fmge [44] sumersethi,deepti_bahl [44] #medtwitter,#academictwitter [44] #academictwitter,sumersethi [44] #edtech,#edtechchat [43] #fmge,#neetpg2023 [43] #neetpg2023,#neetpgpreparation Top Word Pairs in Tweet in G3:
[31] #edtech,#edchat [30] #education,#edtech [28] #ai,#machinelearning [27] use,#ai [27] tips,ensure [27] ensure,responsible [27] ethical,use [27] #artificialintelligence,tips [27] responsible,ethical [25] #edtech,#education Top Word Pairs in Tweet in G4:
[48] #edchat,#edtech [38] #edtech,#homeschool [35] #homeschool,#homeschooling [21] #edtech,#education [20] #anme,nw20 [20] nw20,#edtech [17] #edtech,#networking [16] north,west [15] going,well [15] speed,dating Top Word Pairs in Tweet in G5:
[36] #edtech,tools [33] art,worditout [33] tools,slides [33] peardeck,screencastify [33] worditout,lesson [33] screencastify,edpuzzle [33] slides,peardeck [33] edpuzzle,word [33] word,art [33] lesson,explanations Top Word Pairs in Tweet in G6:
[20] #edchat,#k12 [16] join,#holoniqsummits [15] #edtech,#education [14] ce,matin [14] #education,#edtech [14] #holoniqsummits,stockholm [13] 7pm,central [12] anne_monneret,était [12] b_smart_tv,salondesmaires [12] dg,anne_monneret Top Word Pairs in Tweet in G7:
[48] roma,gracias [48] senado,roma [48] aulas,virtuales [48] virtuales,metaverso [48] gracias,aulas [41] viajado,senado [33] metaverso,educa360_edtech [31] hoy,viajado [30] jlsanzalcalde,hoy [19] ecosistema,edtech Top Word Pairs in Tweet in G8:
[21] power,today's [21] students,living [21] classroom,having [21] 30,public [21] today's,classroom [21] having,#wifi [21] public,school [21] #wifi,30 [21] knowledge,power [21] school,students Top Word Pairs in Tweet in G9:
[51] #edtech,#mieexpert [31] #mieexpert,#microsoftedu [30] news,stream [30] exciting,news [30] stream,#edtech [29] mtholfsen,exciting [23] function,excel [22] tip,show [22] micro,tip [20] mtholfsen,micro Top Word Pairs in Tweet in G10:
[51] edtech,summit [43] kenya,edtech [20] summit,2022 [19] east,africa [18] edtech,east [16] education,technology [15] #kenyaedtechsummit,#edtech254 [12] technology,edtech [12] #kenyaedtechsummit,day [11] use,edtech 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 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: