The graph represents a network of 6,713 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, 24 August 2020 at 10:04 UTC.
The requested start date was Monday, 24 August 2020 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 2-day, 11-hour, 1-minute period from Thursday, 20 August 2020 at 00:44 UTC to Saturday, 22 August 2020 at 11:46 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 : 6713
Unique Edges : 6104
Edges With Duplicates : 12507
Total Edges : 18611
Number of Edge Types : 5
Tweet : 2029
Retweet : 4777
MentionsInRetweet : 7242
Mentions : 4215
Replies to : 348
Self-Loops : 2121
Reciprocated Vertex Pair Ratio : 0.0378299729785907
Reciprocated Edge Ratio : 0.0729020628880433
Connected Components : 925
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 4554
Maximum Edges in a Connected Component : 15144
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.889013
Graph Density : 0.000221627152553164
Modularity : 0.493912
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,713 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, 24 August 2020 at 10:04 UTC.
The requested start date was Monday, 24 August 2020 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 2-day, 11-hour, 1-minute period from Thursday, 20 August 2020 at 00:44 UTC to Saturday, 22 August 2020 at 11:46 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:
[572] using,microsoftteams [572] microsoftteams,students [572] students,september [572] september,created [572] created,ppt [572] ppt,introducing [572] introducing,basic [572] basic,features [572] features,know [571] jyphysics,using Top Word Pairs in Tweet in G1:
[81] #python,#100daysofcode [80] #iot,#python [79] #kubernetes,#iot [79] #100daysofcode,#edtech [61] #bigdata,#datascience [58] online,learning [57] #datascience,#ai [56] #edtech,#datascience [54] #blackswan,events [54] events,current Top Word Pairs in Tweet in G2:
[558] using,microsoftteams [558] microsoftteams,students [558] students,september [558] september,created [558] created,ppt [558] ppt,introducing [558] introducing,basic [558] basic,features [558] features,know [557] jyphysics,using Top Word Pairs in Tweet in G3:
[23] distance,learning [18] google,sheets [17] school,year [16] help,students [15] abid_patel,steph_edtech [15] steph_edtech,bonniechelette [15] pertuzluisfer,amber_a_trout [15] amber_a_trout,summerfordstars [14] breakout,rooms [13] teacher,center Top Word Pairs in Tweet in G4:
[20] #edtech,#edchat [14] #edtech,#edtechchat [13] edtech,startup [12] #edtech,#elearning [11] #elearning,#edtech [10] #edchat,#edtech [9] #education,#edtech [9] #edtech,#education [9] covid,19 [8] online,learning Top Word Pairs in Tweet in G5:
[94] #onenote,class [80] live,captions [79] back,school [71] school,updates [71] updates,#onenote [71] class,notebooks [71] notebooks,onenote [71] onenote,live [71] captions,faster [71] faster,distribution Top Word Pairs in Tweet in G6:
[129] teachers,asked [129] asked,go [129] go,developed [129] developed,chrome [129] chrome,extension [129] extension,called [129] called,annotate [129] annotate,meet [129] meet,annotate [128] mathdenisnj,teachers Top Word Pairs in Tweet in G7:
[22] #edchat,#blendedlearning [16] #edchat,#edtech [16] online,learning [14] audio,#flashcards [14] vocabulary,flashcards [14] #grammar,#edtech [14] #edtech,#vocabulary [14] #blendedlearning,#remotelearning [13] #hybridlearning,#edtech [13] asynchronous,vs Top Word Pairs in Tweet in G8:
[20] evo_hannan,kindnesscoach_ [18] educ8_2_empower,petewnoble [18] petewnoble,arieladrian [18] kindnesscoach_,diskon4no [18] diskon4no,global_edtech [17] global_edtech,chrisquinn64 [17] chrisquinn64,worldprofessor [16] msjingold,educ8_2_empower [16] worldprofessor,toriaclaire [16] toriaclaire,sharifahlee4 Top Word Pairs in Tweet in G9:
[42] #ditchbook,#edtech [36] templates,nounproject [35] really,digging [35] digging,copyable [35] copyable,templates [35] nounproject,fave [35] fave,exploring [35] exploring,historic [35] historic,event [35] event,timeline Top Word Pairs in Tweet in G10:
[20] check,valuable [20] valuable,#edtech [20] #edtech,#learn4life [20] #learn4life,tweets [20] tweets,torreytrust [16] #edtech,#k12 [14] school,year [13] office,hours [13] more,12 [13] 12,000 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: