The graph represents a network of 5,840 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, 10 May 2021 at 10:45 UTC.
The requested start date was Monday, 10 May 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, 0-hour, 28-minute period from Thursday, 06 May 2021 at 23:32 UTC to Monday, 10 May 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 : 5840
Unique Edges : 5613
Edges With Duplicates : 11683
Total Edges : 17296
Number of Edge Types : 5
Retweet : 4185
MentionsInRetweet : 6232
Mentions : 4220
Tweet : 2342
Replies to : 317
Self-Loops : 2464
Reciprocated Vertex Pair Ratio : 0.0440305870744943
Reciprocated Edge Ratio : 0.0843473124630833
Connected Components : 1067
Single-Vertex Connected Components : 606
Maximum Vertices in a Connected Component : 3614
Maximum Edges in a Connected Component : 13987
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.796816
Graph Density : 0.000248242216367505
Modularity : 0.442166
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,840 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, 10 May 2021 at 10:45 UTC.
The requested start date was Monday, 10 May 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, 0-hour, 28-minute period from Thursday, 06 May 2021 at 23:32 UTC to Monday, 10 May 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:
[207] #edtech,#education [199] #edchat,#edtech [170] duolingo,became [168] #edtech,#edchat [164] became,edtech [160] edtech,leader [142] crunch,roundup [142] roundup,duolingo [141] extra,crunch [135] #byjus,#edtech Top Word Pairs in Tweet in G1:
[82] #edtech,#education [56] #education,#kids [54] #byjus,#edtech [51] #edtech,#edchat [50] #education,#learning [46] #kids,#goals [43] find,#learn4life [43] #learn4life,#edtech [43] #learning,googleforedu [35] #k12,#autism Top Word Pairs in Tweet in G2:
[104] duolingo,became [103] became,edtech [102] edtech,leader [92] crunch,roundup [92] roundup,duolingo [91] extra,crunch [81] #byjus,#edtech [14] edtech,startup [14] leader,techcrunch [13] #edtech,#edchat Top Word Pairs in Tweet in G3:
[84] #bigdata,#datascience [84] #datascience,#ai [83] #emergingtechnologies,impacting [83] impacting,industries [83] industries,#bigdata [82] kirkdborne,#emergingtechnologies [82] #ai,#machinelearn [71] top,10 [67] takes,learn [66] 10,job Top Word Pairs in Tweet in G4:
[54] #edchat,#edtech [52] #teaching,#edchat [52] #edtech,#education [51] #education,#mzteachuh [50] #mothersday,#teaching [50] #mzteachuh,#sped [50] #sped,edutopia [50] edutopia,weareteachers [50] weareteachers,mindshiftkqed [50] the_edu_table,teachthoughtpd Top Word Pairs in Tweet in G5:
[19] #edtech,#ditchbook [19] #ditchbook,#tlap [12] use,#eduprotocols [12] #eduprotocols,fantastic [12] fantastic,finish [12] finish,moler3031 [12] moler3031,#edtech [11] mrshowell24,use [11] #tlap,#etcoac [10] summerfordstars,globalgeg Top Word Pairs in Tweet in G6:
[64] reading,progress [60] progress,#microsoftteams [43] micro,tip [43] tip,show [39] mtholfsen,micro [28] #edtech,#mieexpert [26] one,stop [26] stop,shop [26] shop,things [26] things,reading Top Word Pairs in Tweet in G7:
[34] #educación,#education [27] #pedagogy,#pedagogía [24] covid,19 [24] eraser,#ñam [24] #ñam,educkacción [24] educkacción,red [17] #elearning,#mlearning [17] inteligencia,artificial [16] #pedagogía,#pedagogie [16] #education,#edtech Top Word Pairs in Tweet in G8:
[20] extra,crunch [20] crunch,roundup [20] roundup,duolingo [20] duolingo,became [20] became,edtech [18] edtech,leader [13] leader,eldon [13] kahoot,acquires [13] acquires,clever [13] based,edtech Top Word Pairs in Tweet in G9:
[61] #edtech,#edchat [29] #cuebold,featured [29] featured,speaker [26] look,forward [26] forward,collaborating [26] collaborating,along [26] along,journeys [26] journeys,#plc [26] #plc,#steminist [20] cueinc,join Top Word Pairs in Tweet in G10:
[7] #edtech,#edchat [6] create,interactive [6] latest,blog [6] adam,dalton [6] evan,darcy [6] micro,bit [6] #stemed,#stemeducation [5] #microbit,#edtech [5] issue,exploring [5] project,marionette Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: