The graph represents a network of 2,093 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 September 2019 at 09:13 UTC.
The requested start date was Thursday, 26 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 13-hour, 58-minute period from Thursday, 12 September 2019 at 00:05 UTC to Wednesday, 25 September 2019 at 14:04 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 : 2093
Unique Edges : 2912
Edges With Duplicates : 1657
Total Edges : 4569
Number of Edge Types : 3
Tweet : 976
Mentions : 3528
Replies to : 65
Self-Loops : 976
Reciprocated Vertex Pair Ratio : 0.0351687388987567
Reciprocated Edge Ratio : 0.0679478380233356
Connected Components : 356
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 1059
Maximum Edges in a Connected Component : 2782
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.052713
Graph Density : 0.000665516211280614
Modularity : 0.601299
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[691] #edtech,#edutech [666] #education,#edtech [337] #edutech,#teacher [308] #teacher,#teachers [271] #teachers,#students [266] #edutech,#classroom [264] #iot,#education [250] smart,#iot [227] #students,#classroom [224] #classroom,#school Top Word Pairs in Tweet in G1:
[242] #edtech,#edutech [241] #iot,#education [240] #edutech,#classroom [238] smart,#iot [238] #education,#edtech [155] evankirstel,smart [83] cc,mikequindazzi [82] #classroom,#futureofwork [82] #futureofwork,evankirstel [82] evankirstel,cc Top Word Pairs in Tweet in G2:
[400] #education,#edtech [386] #edtech,#edutech [331] #edutech,#teacher [303] #teacher,#teachers [269] #teachers,#students [225] #students,#classroom [222] #classroom,#school [217] #school,#principals [217] #podcast,#podcasters [216] #principals,#podcast Top Word Pairs in Tweet in G3:
[16] #education,#edutech [14] #edtech,#edutech [9] #education,#edtech [8] edutech,africa [8] end,summer [8] summer,saver [8] saver,save [8] save,50 [8] 50,iap [8] iap,coloring Top Word Pairs in Tweet in G4:
[125] classroom,#smart [125] #smart,blackboard [125] blackboard,full [125] full,touch [125] touch,screen [125] screen,digitaltrends [125] digitaltrends,#edutech [125] #edutech,ai [116] ronald_vanloon,classroom [116] ai,#digitaltransformat Top Word Pairs in Tweet in G5:
[117] iam,platform [117] platform,curated [117] curated,tweet [95] #education,#edutech [88] #continuingeducation,#digitallearning [88] #digitallearning,#education [88] #topinfluence,#iamplatform [86] #edutech,#highereducation [82] #highereducation,#learning [82] #learning,#topinfluence Top Word Pairs in Tweet in G6:
[4] dolphinville,engineergirls [4] new,blog [4] blog,post [4] post,robotics [4] robotics,greatest [4] greatest,thing [4] thing,sliced [4] sliced,peace [4] peace,#makered [4] #makered,#robotics Top Word Pairs in Tweet in G7:
[39] #semanatic,#edutech [28] semanaticcba,#semanatic [22] córdoba,vive [22] vive,#septiembrejoven [22] #septiembrejoven,hoy [22] hoy,jornada [22] jornada,pura [22] pura,#tecnología [22] #tecnología,estamos [22] estamos,#edutech Top Word Pairs in Tweet in G8:
[14] let's,learn [14] learn,entrepreneur [14] entrepreneur,redefining [14] redefining,edu [14] edu,tech [14] tech,india [14] meet,byju [13] 3,month [13] month,accelerator [13] accelerator,program Top Word Pairs in Tweet in G9:
[21] #cto,#edutech [13] cognitivevalley,taken [13] taken,week [13] #edutech,#foodtech [13] #foodtech,#govtech [13] successful,kick [13] kick,event [13] event,epfl [13] artificial,intelligence [12] monday,working Top Word Pairs in Tweet in G10:
[8] 5,6 [8] 6,november [8] november,singapore [6] speaker,#edutechasia [6] #edutechasia,5 [5] singapore,sharing [5] augmented,reality [5] #edutech,#aussieed [5] #aussieed,#edutech [5] edtechevans,brainenthusiast Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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