The graph represents a network of 2,635 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 Wednesday, 05 August 2020 at 22:34 UTC.
The requested start date was Wednesday, 05 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 13-day, 23-hour, 33-minute period from Wednesday, 22 July 2020 at 00:02 UTC to Tuesday, 04 August 2020 at 23:35 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 : 2635
Unique Edges : 1923
Edges With Duplicates : 5930
Total Edges : 7853
Number of Edge Types : 5
Retweet : 2057
MentionsInRetweet : 2782
Mentions : 1304
Tweet : 1418
Replies to : 292
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0.0484552845528455
Reciprocated Edge Ratio : 0.0924317617866005
Connected Components : 482
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 1184
Maximum Edges in a Connected Component : 4568
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.544781
Graph Density : 0.000464513823752736
Modularity : 0.407669
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,635 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 Wednesday, 05 August 2020 at 22:34 UTC.
The requested start date was Wednesday, 05 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 13-day, 23-hour, 33-minute period from Wednesday, 22 July 2020 at 00:02 UTC to Tuesday, 04 August 2020 at 23:35 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:
[483] #education,#edutech [470] read,more [443] more,#continuingeducation [440] #continuingeducation,#digitallearning [440] #digitallearning,#education [440] #edutech,#highereducation [440] #highereducation,#learning [440] #learning,#lifelonglearning [440] #lifelonglearning,#media [440] #media,#onlinelearning Top Word Pairs in Tweet in G1:
[16] register,free [14] education,system [14] 17,18 [12] 2020,register [12] learning,environment [12] #elearning,#edutech [11] top,tips [11] tips,developing [11] developing,maintaining [11] maintaining,effective Top Word Pairs in Tweet in G2:
[27] 00,pm [18] looking,forward [15] pdt,00 [15] msyorksclass,globalgeg [15] #payitforward,#edutech [13] #webinar,ciberseguridad [13] ciberseguridad,tiempos [13] tiempos,homeschool [13] 31,julio [13] hora,00 Top Word Pairs in Tweet in G3:
[295] orion,edutech [216] pvt,ltd [180] edutech,filling [178] appreciating,efforts [178] efforts,orion [176] miss,bijaya [176] bijaya,sarkar [176] sarkar,hr [176] hr,sky [176] sky,star Top Word Pairs in Tweet in G4:
[59] classroom,born [59] born,necessity [59] necessity,omaralbusaidy [59] omaralbusaidy,#futureofwork [59] #futureofwork,#edutech [59] #edutech,#innovation [59] #innovation,nicochan33 [59] nicochan33,sebbourguignon [58] hana_elsayyed,classroom [58] sebbourguignon,spiro Top Word Pairs in Tweet in G5:
[100] #education,#edtech [61] edtechreview,#education [39] #educators,#students [37] #edtech,#learning [34] #edtech,#educators [31] #learning,#educators [25] #edutech,#edchat [20] #edchat,#edutech [18] #edtech,#edutech [17] education,edtechreview Top Word Pairs in Tweet in G6:
[35] #edutech,startups [23] edutech,apps [19] malpani,edutech [14] edutech,startups [13] edutech,app [13] #edutech,apps [13] happy,offer [13] offer,grant [13] grant,rs [13] rs,lakhs Top Word Pairs in Tweet in G7:
[7] #edtech,#edutech [7] covid,19 [7] remote,learning [6] friend,monica [6] monica,burns [6] burns,classtechtips [6] classtechtips,opened [6] opened,edtechclub [6] edtechclub,enrollment [6] enrollment,july Top Word Pairs in Tweet in G8:
[75] make,better [75] better,slideshows [75] slideshows,#edtechchat [75] #edtechchat,#edtech [75] #edtech,#k12 [75] #k12,#edutech [74] cultofpedagogy,make Top Word Pairs in Tweet in G9:
[67] premiar,soluciones [67] soluciones,innovadoras [67] innovadoras,#economíacreativa [65] #economíacreativa,impacto [59] #desafíoplay,premiar [54] el_bid,lanzamos [54] lanzamos,#desafíoplay [49] bid_idear,el_bid [20] entérate,cómo [15] impacto,#educación Top Word Pairs in Tweet in G10:
[67] #edtech,#edutech [45] #education,#edtech [37] #edutech,#teacher [33] #teacher,#teachers [30] #teachers,#students [30] #students,#classroom [30] #classroom,#school [30] #school,#principals [30] #principals,#podcast [30] #podcast,#podcasters Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
Top Mentioned in G4:
Top Mentioned in G5:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: