The graph represents a network of 6,608 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, 19 October 2020 at 10:17 UTC.
The requested start date was Monday, 19 October 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 3-day, 5-hour, 32-minute period from Thursday, 15 October 2020 at 12:05 UTC to Sunday, 18 October 2020 at 17:37 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 : 6608
Unique Edges : 5961
Edges With Duplicates : 11870
Total Edges : 17831
Number of Edge Types : 5
MentionsInRetweet : 6867
Replies to : 331
Mentions : 3996
Retweet : 4339
Tweet : 2298
Self-Loops : 2491
Reciprocated Vertex Pair Ratio : 0.0413905359841879
Reciprocated Edge Ratio : 0.0794909009713074
Connected Components : 1082
Single-Vertex Connected Components : 589
Maximum Vertices in a Connected Component : 4271
Maximum Edges in a Connected Component : 14251
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.195873
Graph Density : 0.000205157894389654
Modularity : 0.470034
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,608 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, 19 October 2020 at 10:17 UTC.
The requested start date was Monday, 19 October 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 3-day, 5-hour, 32-minute period from Thursday, 15 October 2020 at 12:05 UTC to Sunday, 18 October 2020 at 17:37 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:
[251] quick,tip [225] mtholfsen,quick [199] #edtech,#edchat [152] tip,video [132] #edtech,#education [118] #edchat,#edtech [108] abc7news,cbsla [107] cbsla,nbcnewyork [104] nbcnewyork,cnnpolitics [98] #nordicmade,#edtech Top Word Pairs in Tweet in G1:
[57] activity,pack [46] #edtech,#education [46] video,tutorials [41] pupil,activity [41] activity,packs [33] #edtech,#edchat [33] #edtech,edsurge [29] #educación,#education [28] home,school [27] #education,#edtech Top Word Pairs in Tweet in G2:
[29] brighteye,ventures [22] #edtech,#edchat [22] education,system [21] order,support [21] support,digital [21] digital,economy [21] economy,education [21] system,workforce [21] workforce,see [21] see,accelerated Top Word Pairs in Tweet in G3:
[52] tools,support [51] distance,learning [50] here's,edtech [50] edtech,toolbelt [50] toolbelt,working [50] working,blurbs [50] blurbs,links [50] links,various [50] various,tools [50] support,distance Top Word Pairs in Tweet in G4:
[235] quick,tip [211] mtholfsen,quick [145] tip,video [82] tip,record [82] record,narrate [82] narrate,slideshow [82] slideshow,powertpoint [82] powertpoint,office [82] office,365 [82] 365,desktop Top Word Pairs in Tweet in G5:
[33] origami,inspired [33] inspired,robot [33] robot,goes [33] goes,beyond [33] beyond,existing [33] existing,approaches [33] approaches,achieve [33] achieve,micrometre [33] micrometre,range [33] range,adamdanyal Top Word Pairs in Tweet in G6:
[96] #nordicmade,#edtech [46] #edtech,world [24] bringing,#nordicmade [23] nordic,#edtech [13] great,see [13] bring,#nordicmade [12] brought,world [10] see,#nordicmade [10] #edtech,solutions [8] well,done Top Word Pairs in Tweet in G7:
[67] #edtech,#stemed [22] #stemed,#remotelearning [20] #edtechchat,#edchat [19] first,time [18] #onlinelearning,#employeetraining [17] discover,#elgizmos [17] #elgizmos,help [17] science,math [17] #employeetraining,#edtech [16] #elgizmos,#edtech Top Word Pairs in Tweet in G8:
[26] #edtech,#edutwitter [20] google,slides [19] #remotelearning,#edtech [16] brain,blast [16] blast,general [16] general,tips [16] tips,remote [16] remote,instruction [16] instruction,finleyt [16] finleyt,#remotelearning Top Word Pairs in Tweet in G9:
[90] #learning,#innovation [77] #innovation,#research [57] #research,#goals [55] #goals,#success [53] knowledge,transfer [50] #success,#stem [50] #stem,#edtech [45] #edtech,#autism [41] #autism,#books [38] #tools,#science Top Word Pairs in Tweet in G10:
[36] #edtech,#edchat [27] organic,approach [25] #edchat,#edreform [25] #edreform,#edpolicy [25] #edpolicy,#edcolo [25] #edcolo,#suptchat [25] #suptchat,#edadmin [25] #edadmin,#k12 [25] #k12,#coronalearn [25] #coronalearn,#coronaedu 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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