The graph represents a network of 5,983 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, 13 September 2021 at 10:46 UTC.
The requested start date was Monday, 13 September 2021 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 5-day, 15-hour, 18-minute period from Tuesday, 07 September 2021 at 08:42 UTC to Monday, 13 September 2021 at 00:00 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 : 5983
Unique Edges : 4999
Edges With Duplicates : 10988
Total Edges : 15987
Number of Edge Types : 5
Retweet : 4262
MentionsInRetweet : 5999
Mentions : 2971
Tweet : 2420
Replies to : 335
Self-Loops : 2563
Reciprocated Vertex Pair Ratio : 0.038036973001729
Reciprocated Edge Ratio : 0.0732863549007047
Connected Components : 1159
Single-Vertex Connected Components : 663
Maximum Vertices in a Connected Component : 3678
Maximum Edges in a Connected Component : 12726
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.912109
Graph Density : 0.000218075810807541
Modularity : 0.456304
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 5,983 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, 13 September 2021 at 10:46 UTC.
The requested start date was Monday, 13 September 2021 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 5-day, 15-hour, 18-minute period from Tuesday, 07 September 2021 at 08:42 UTC to Monday, 13 September 2021 at 00:00 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:
[202] #edtech,#edchat [184] #byjus,#edtech [172] #edtech,#education [164] #education,#edtech [156] #edchat,#edtech [136] #startups,#entrepreneurs [134] #entrepreneurs,#marketing [133] ãƒ,ム[132] #learning,#edtech [132] learn,more Top Word Pairs in Tweet in G1:
[83] #byjus,#edtech [66] ø,ù [62] ãƒ,ム[57] ù,ø [54] ø,ø [42] acquires,takelessons [41] takelessons,online [41] online,person [41] platform,ramp [40] microsoft,acquires Top Word Pairs in Tweet in G2:
[131] #startups,#entrepreneurs [130] #entrepreneurs,#marketing [115] #marketing,#womenintech [114] 700,000 [114] 000,strong [114] strong,ravikikan [114] ravikikan,#startups [99] #startup,community [99] community,700 [73] pdh_scitechnews,#coding Top Word Pairs in Tweet in G3:
[40] #education,#edtech [25] learn,more [24] check,latest [24] #edchat,#edtech [24] back,school [22] #k12,#edtech [22] #sel,#edtech [21] #edtech,#edutech [21] #edtech,#education [20] #edtech,#k12 Top Word Pairs in Tweet in G4:
[70] #edtech,#edutwitter [68] #learning,#edtech [64] justmotehq,google [64] google,slide [64] slide,create [64] create,interactive [64] interactive,map [64] map,school [64] school,library [64] library,classroom Top Word Pairs in Tweet in G5:
[82] #byjus,#edtech [52] big,education [52] education,ape [52] #redfored,#tbats [51] #tbats,#edchat [51] #edchat,#k12 [51] #edchat,#edtech [44] ape,top [44] 2021,#redfored [42] #edtech,#homeschool Top Word Pairs in Tweet in G6:
[52] tips,tricks [51] micro,tip [51] tip,show [48] top,20 [48] 20,tips [48] 365,aka [48] aka,outlook [48] outlook,web [48] web,includes [48] includes,board Top Word Pairs in Tweet in G7:
[11] biggest,reason [11] reason,launch [11] today,risk [11] risk,becoming [11] becoming,billionaire [10] startup,today [8] #edtech,top [8] top,#ff [8] #ff,friends [6] afford,#education Top Word Pairs in Tweet in G8:
[66] #edtech,startup [64] startup,lidolearning [62] indian,#edtech [62] lidolearning,raising [62] raising,10 [62] 10,million [62] million,expand [62] expand,international [62] international,operations [62] operations,leveraging Top Word Pairs in Tweet in G9:
[88] wife,monika [88] monika,co [88] co,founder [88] founder,sunrisenest [88] sunrisenest,edutainment [88] edutainment,edtech [88] edtech,education [88] education,online [88] online,doing [88] doing,phenomenal Top Word Pairs in Tweet in G10:
[11] acquérir,ressources [11] ressources,#edtech [11] #edtech,mettre [11] mettre,disposition [11] disposition,professeurs [11] professeurs,former [11] former,aux [11] aux,usages [11] usages,pédagogiques [11] pédagogiques,ces Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: