The graph represents a network of 2,340 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, 12 December 2019 at 14:43 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 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, 22-hour, 52-minute period from Thursday, 28 November 2019 at 01:08 UTC to Thursday, 12 December 2019 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 : 2340
Unique Edges : 2725
Edges With Duplicates : 1543
Total Edges : 4268
Number of Edge Types : 3
Tweet : 728
Mentions : 3374
Replies to : 166
Self-Loops : 728
Reciprocated Vertex Pair Ratio : 0.050187265917603
Reciprocated Edge Ratio : 0.0955777460770328
Connected Components : 373
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 710
Maximum Edges in a Connected Component : 1982
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.997062
Graph Density : 0.000512308934711671
Modularity : 0.635409
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,340 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, 12 December 2019 at 14:43 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 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, 22-hour, 52-minute period from Thursday, 28 November 2019 at 01:08 UTC to Thursday, 12 December 2019 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 : edutech
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:
[224] congratulation,support [224] support,build [224] build,amazing [224] amazing,powerful [224] powerful,community [224] community,decided [224] decided,spread [224] spread,happiness [223] officialedutech,congratulation [222] #edtech,#edutech Top Word Pairs in Tweet in G1:
[224] congratulation,support [224] support,build [224] build,amazing [224] amazing,powerful [224] powerful,community [224] community,decided [224] decided,spread [224] spread,happiness [223] officialedutech,congratulation [203] officialedutech,edutech Top Word Pairs in Tweet in G2:
[23] #winninginthisvucaworld,#eduguy [22] 2019,2020 [19] #eduguy,#indismart [19] #indismart,#edutech [17] chief,mentor [16] dr,subornobose [16] #infocomcal19,#winninginthisvucaworld [15] #eduguy,#edutech [14] dr,suborno [14] suborno,bose Top Word Pairs in Tweet in G3:
[123] #edtech,#edutech [60] #education,#edtech [52] #edutech,#teacher [48] #teacher,#teachers [47] #nycschoolstech,#edtech [43] #edtechvisionaries,#nycschoolstech [42] #edutech,#nyc [39] #teachers,#students [39] #nyc,#teachers [38] #classroom,#school Top Word Pairs in Tweet in G4:
[11] happy,#cseducationweek [8] computer,science [6] mcbride_edutech,dolphinville [5] students,enjoying [5] ms__kowalczyk,mrsmcd6 [5] jensclassroom,chelseanicolino [4] mililaff,downeyc16 [4] downeyc16,jillsciteach [4] mrsmcd6,mcbride_edutech [4] mcbride_edutech,jensclassroom Top Word Pairs in Tweet in G5:
[71] 10,steps [71] steps,#cybersecurity [71] #cybersecurity,hightreesorg [71] hightreesorg,#security [61] #security,#infographic [61] #infographic,#infosec [61] #infosec,#databreach [61] #databreach,#iot [61] #iot,#network [61] #network,#edutech Top Word Pairs in Tweet in G6:
[63] chief,mentor [55] suborno,bose [52] dr,suborno [47] education,chief [47] mentor,chairman [47] showcases,link [47] link,between [46] connecting,education [41] chairman,dr [37] between,modern Top Word Pairs in Tweet in G7:
[55] great,educational [55] educational,podcasts [55] podcasts,kids [55] kids,#teaching [55] #teaching,#blendedlearning [55] #blendedlearning,#flipclass [55] #flipclass,#edtech [55] #edtech,#edutech [54] cultofpedagogy,great [54] #edutech,#e Top Word Pairs in Tweet in G8:
[32] gonskiinstitute,edutech_au [21] edutech_au,anneknock [21] anneknock,icsei_grid [19] womened_aus,gonskiinstitute [16] msmestre_edu,womened_aus [16] icsei_grid,womened [13] save,50 [11] icsei_grid,manelwatchau [11] manelwatchau,womened [10] national,futureschools Top Word Pairs in Tweet in G9:
[6] tavoitteena,että [4] #digionefi,tavoitteena [4] että,opettaja [4] opettaja,voisi [4] voisi,entistä [4] entistä,paremmin [4] paremmin,hyödyntää [4] hyödyntää,opetushallitus [4] opetushallitus,määrittämää [4] määrittämää,opetussuunnitelmaa Top Word Pairs in Tweet in G10:
[37] classroom,#smart [37] #smart,blackboard [37] blackboard,full [37] full,touch [37] touch,screen [37] screen,digitaltrends [35] ronald_vanloon,classroom [34] digitaltrends,#edutech#artificialintelligence [7] #education,#edutech [6] world,10 Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: