The graph represents a network of 6,121 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, 01 March 2021 at 11:43 UTC.
The requested start date was Monday, 01 March 2021 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, 15-hour, 44-minute period from Friday, 26 February 2021 at 09:16 UTC to Monday, 01 March 2021 at 01:00 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 : 6121
Unique Edges : 6015
Edges With Duplicates : 12247
Total Edges : 18262
Number of Edge Types : 5
Retweet : 4138
MentionsInRetweet : 6398
Tweet : 2221
Mentions : 5067
Replies to : 438
Self-Loops : 2368
Reciprocated Vertex Pair Ratio : 0.0475053983407205
Reciprocated Edge Ratio : 0.0907019637626126
Connected Components : 856
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 4179
Maximum Edges in a Connected Component : 15340
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.769195
Graph Density : 0.000246045703583399
Modularity : 0.44724
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,121 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, 01 March 2021 at 11:43 UTC.
The requested start date was Monday, 01 March 2021 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, 15-hour, 44-minute period from Friday, 26 February 2021 at 09:16 UTC to Monday, 01 March 2021 at 01:00 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 : 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:
[455] #edtech,#education [324] #education,#homeschool [226] click,assess [219] assess,child [219] child,gt [181] #edchat,#edtech [169] edtech,startup [153] #edtech,#edchat [136] #education,#edtech [121] micro,tip Top Word Pairs in Tweet in G1:
[110] xdc,#xinfinnetwork [110] #xinfinnetwork,#xdcnetwork [110] #xdcnetwork,#hybridblockchain [110] #hybridblockchain,#tradefinance [110] #tradefinance,xinfin_official [110] xinfin_official,tradefinex [110] tradefinex,atulkhekade [110] atulkhekade,riteshkakkad [68] riteshkakkad,xinfinusa [68] xinfinusa,dcentwallets Top Word Pairs in Tweet in G2:
[46] #edchat,#edtech [43] #education,#edchat [32] ed,tech [31] games,boost [31] boost,student [30] tech,madness [30] madness,2021 [30] 2021,bracket [30] bracket,release [30] release,year's Top Word Pairs in Tweet in G3:
[29] byju's,ias [28] #byjus,#edtech [22] edtech,startup [17] tech,exact [17] exact,edtech [17] startup,needs [17] needs,right [16] #education,#edtech [15] #edtech,#edchat [15] #edtech,#education Top Word Pairs in Tweet in G4:
[322] #edtech,#education [309] #education,#homeschool [219] click,assess [219] assess,child [219] child,gt [88] #homeschool,control [87] control,clever [86] clever,kids [86] kids,gt [34] coloring,book Top Word Pairs in Tweet in G5:
[97] #triviaweekend,#trivia [97] #trivia,#edtech [89] #fun,#triviaweekend [89] #edtech,#coding [88] determined,#fun [72] scaler_official,determined [68] #coding,#aptitudetest [55] tag,friends [54] #aptitudetest,#contestalert [54] #giveawayalert,#giveaways Top Word Pairs in Tweet in G6:
[40] #edtech,edsurge [25] #edtech,#education [24] #edchat,#edtech [22] edutopia,teachthought [22] teachthought,weareteachers [22] weareteachers,mindshiftkqed [22] mindshiftkqed,edutechguys [22] edutechguys,the_edu_table [22] the_edu_table,teachthoughtpd [22] teachthoughtpd,educationdive Top Word Pairs in Tweet in G7:
[97] edtech,startup [95] hi,know [95] know,edtech [95] startup,looking [95] looking,name [95] name,domain [95] domain,iversity [95] iversity,ademy [95] ademy,#edtech [59] #edtech,#edchat Top Word Pairs in Tweet in G8:
[106] micro,tip [106] tip,show [102] mtholfsen,micro [82] show,shrink [82] shrink,word [82] word,document [82] document,fit [82] fit,single [82] single,click [19] show,use Top Word Pairs in Tweet in G9:
[24] more,free [24] free,learning [24] learning,come [17] #free,#pd [17] #pd,#untamedlearning [17] #untamedlearning,#wearecue [17] #wearecue,#acsa [17] #acsa,#tlap [16] #googleedu,#edtech [16] see,eduprotocols Top Word Pairs in Tweet in G10:
[23] mclevet,lesechos [16] tribune,clair [16] clair,mclevet [16] lesechos,s'est [16] s'est,passé [16] passé,nombreux [16] nombreux,pays [16] pays,ont [16] ont,déjà [16] déjà,compris 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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Top Tweeters in G10: