The graph represents a network of 6,685 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 Tuesday, 17 November 2020 at 11:50 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 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, 9-hour, 22-minute period from Wednesday, 11 November 2020 at 18:58 UTC to Saturday, 14 November 2020 at 04:21 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 : 6685
Unique Edges : 6338
Edges With Duplicates : 10525
Total Edges : 16863
Number of Edge Types : 5
Retweet : 3874
MentionsInRetweet : 5979
Tweet : 2365
Mentions : 4306
Replies to : 339
Self-Loops : 2472
Reciprocated Vertex Pair Ratio : 0.0484149855907781
Reciprocated Edge Ratio : 0.0923584387025838
Connected Components : 1182
Single-Vertex Connected Components : 661
Maximum Vertices in a Connected Component : 4191
Maximum Edges in a Connected Component : 13194
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.150605
Graph Density : 0.000203547067825598
Modularity : 0.500731
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,685 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 Tuesday, 17 November 2020 at 11:50 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 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, 9-hour, 22-minute period from Wednesday, 11 November 2020 at 18:58 UTC to Saturday, 14 November 2020 at 04:21 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:
[193] #edtech,#edchat [179] #edtech,#education [156] #edchat,#edtech [148] quick,tip [144] #edtech,#edtechchat [122] #education,#edtech [119] learn,more [116] oh,goodness [116] goodness,use [116] use,zoom Top Word Pairs in Tweet in G1:
[54] public,investors [54] investors,reprice [54] ahead,hot [53] reprice,edtech [53] edtech,bets [53] bets,ahead [52] hot,startup [52] startup,sector [44] udemy,altmba [44] altmba,co Top Word Pairs in Tweet in G2:
[49] #edtech,#edchat [36] #education,#edchat [31] hybrid,learning [30] awesome,students [30] students,primarily [30] primarily,access [30] access,content [30] content,class [30] class,phone [30] phone,use Top Word Pairs in Tweet in G3:
[138] quick,tip [104] oh,goodness [104] goodness,use [104] use,zoom [104] zoom,check [104] check,prezi [104] prezi,integration [104] integration,saw [104] saw,looks [104] looks,super Top Word Pairs in Tweet in G4:
[27] #edtech,#education [20] #edtech,#iloveedtech [20] #edtechchat,#edchat [19] #iloveedtech,#imfutureready [18] #education,#edtechchat [17] current,vault [16] moodle,10 [16] vault,195 [16] 195,open [16] open,vault Top Word Pairs in Tweet in G5:
[40] #tech,#edtech [33] #fintech,#ai [32] #edtech,#education [30] 24,industries [30] industries,disrupted [30] disrupted,#ai [30] #ai,#insurtech [30] #insurtech,#fintech [30] #ai,#bigdata [29] globaliqx,24 Top Word Pairs in Tweet in G6:
[34] edtechdemo,#edtech [20] #edtech,educationgovuk [20] edtechdemo,join [17] #edtech,summit [16] please,sign [16] sign,#edtech [16] summit,edtechdemo [15] ty_goddard,please [13] tea,chat [13] 'accessible,#edtech Top Word Pairs in Tweet in G7:
[87] co,founder [53] edtech,stealthy [52] altmba,co [43] udemy,co [43] founder,gaganbiyani [43] gaganbiyani,altmba [43] founder,wes_kao [43] wes_kao,returning [43] returning,edtech [43] stealthy,startup Top Word Pairs in Tweet in G8:
[22] principles,student [22] student,engagement [22] engagement,virtual [22] virtual,classroom [22] classroom,include [22] include,learning [22] learning,spaces [22] spaces,lesson [22] lesson,design [22] design,equitable Top Word Pairs in Tweet in G9:
[47] institution,cancel [47] cancel,proctoring [47] proctoring,contract [47] contract,redirect [47] redirect,those [47] those,funds [47] funds,toward [47] toward,more [47] more,effective [47] effective,compassionate Top Word Pairs in Tweet in G10:
[12] recommended,#failuretodisrupt [12] #failuretodisrupt,technology [12] technology,alone [12] alone,transform [12] transform,education [12] education,bjfr [11] cristobalcobo,recommended [11] bjfr,harvard [11] #highered,#edtech [9] interactive,video 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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