The graph represents a network of 293 Twitter users whose recent tweets contained "#edusummit2021", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 17 June 2021 at 02:06 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 20-minute period from Tuesday, 08 June 2021 at 21:40 UTC to Thursday, 17 June 2021 at 02:00 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 : 293
Unique Edges : 644
Edges With Duplicates : 702
Total Edges : 1346
Number of Edge Types : 5
MentionsInRetweet : 379
Mentions : 343
Retweet : 427
Tweet : 159
Replies to : 38
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.0613915416098226
Reciprocated Edge Ratio : 0.115681233933162
Connected Components : 24
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 1294
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.695679
Graph Density : 0.00909345925475712
Modularity : 0.308135
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 293 Twitter users whose recent tweets contained "#edusummit2021", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 17 June 2021 at 02:06 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 20-minute period from Tuesday, 08 June 2021 at 21:40 UTC to Thursday, 17 June 2021 at 02:00 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 : TwitterSearch
Graph Term : #edusummit2021
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:
[66] bryan,stevenson [61] yuval,noah [61] noah,harari [56] harari,#edusummit2021 [54] professor,yuval [52] salesforceorg,#edusummit2021 [40] education,summit [36] stevenson,#edusummit2021 [29] michelle,obama [28] education,community Top Word Pairs in Tweet in G1:
[19] yuval,noah [19] noah,harari [18] professor,yuval [18] harari,#edusummit2021 [13] salesforceorg,#edusummit2021 [10] june,16 [10] meet,#sfdoimpactlabs [10] #sfdoimpactlabs,community [10] community,fellow [9] see,#edusummit2021 Top Word Pairs in Tweet in G2:
[26] bryan,stevenson [19] michelleobama,#edusummit2021 [18] stevenson,#edusummit2021 [13] michelle,obama [12] yuval,noah [12] noah,harari [10] professor,yuval [10] harari,#edusummit2021 [8] education,summit [8] #salesforce,#hcm Top Word Pairs in Tweet in G3:
[16] bryan,stevenson [14] ask,expert [13] education,summit [10] stevenson,#edusummit2021 [9] yuval,noah [9] noah,harari [9] harari,#edusummit2021 [9] one,stop [8] justice,bryan [8] professor,yuval Top Word Pairs in Tweet in G4:
[18] salesforceorg,#edusummit2021 [10] learner,experience [10] award,#edusummit2021 [9] michelle,obama [9] education,summit [8] first,lady [8] advisor,link [7] bryan,stevenson [7] supporting,initiative [7] #edusummit2021,today Top Word Pairs in Tweet in G5:
[6] academic,trailblazers [4] linkedin,#edusummit2021 [3] luminary,keynote [3] keynote,speakers [3] michelle,obama [3] closing,#digitalskills [3] #digitalskills,gap [3] gap,academic [3] trailblazers,join [3] join,maria Top Word Pairs in Tweet in G6:
[6] request,meeting [4] higher,education [4] education,practitioners [3] behalf,tractionsm [3] tractionsm,truly [3] truly,delighted [3] delighted,friends [3] friends,salesforce [3] salesforce,family [3] family,#edusummit2021 Top Word Pairs in Tweet in G7:
[10] bryan,stevenson [10] rob_m_acker,ceo [10] ceo,#edusummit2021 [7] recognize,technology [7] technology,engine [7] engine,solutions [7] solutions,engines [7] engines,don [7] don,run [7] run,without Top Word Pairs in Tweet in G8:
[6] nmainland,svp [6] svp,gm [6] gm,education [6] education,cloud [6] cloud,#edusummit2021 [6] yuval,noah [6] noah,harari [6] harari,#edusummit2021 [4] professor,yuval [3] education,transformation Top Word Pairs in Tweet in G9:
[8] future,careers [7] meeting,digital [7] digital,skills [7] skills,gap [7] gap,head [7] head,trailhead [7] trailhead,take [7] take,chance [7] chance,discuss [7] discuss,vp Top Word Pairs in Tweet in G10:
[3] getkahoot,#edusummit2021 [2] #edusummit2021,getkahoot [2] kahoot,edu [2] edu,summit Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: