The graph represents a network of 1,134 Twitter users whose recent tweets contained "EduTech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 February 2021 at 18:30 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 58-minute period from Sunday, 14 February 2021 at 23:21 UTC to Monday, 22 February 2021 at 18:19 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 : 1134
Unique Edges : 1533
Edges With Duplicates : 861
Total Edges : 2394
Number of Edge Types : 5
Mentions : 460
Replies to : 99
Retweet : 824
MentionsInRetweet : 537
Tweet : 474
Self-Loops : 486
Reciprocated Vertex Pair Ratio : 0.046001415428167
Reciprocated Edge Ratio : 0.087956698240866
Connected Components : 283
Single-Vertex Connected Components : 148
Maximum Vertices in a Connected Component : 361
Maximum Edges in a Connected Component : 1136
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.989715
Graph Density : 0.00115035390116296
Modularity : 0.620759
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,134 Twitter users whose recent tweets contained "EduTech", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 February 2021 at 18:30 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 58-minute period from Sunday, 14 February 2021 at 23:21 UTC to Monday, 22 February 2021 at 18:19 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 : TwitterSearch
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:
[96] #linux,#100daysofcode [91] #linux,#opensource [80] #edutech,#education [78] tech,deck [72] #edtech,#edutech [68] #education,#edutech [57] #opensource,#100daysofcode [51] #opensource,#apple [42] #edutwitter,#edutech [42] #100daysofcode,#apple Top Word Pairs in Tweet in G1:
[13] #freecourses,#elearning [13] #elearning,#onlinecourses [13] #onlinecourses,#freecourseswithcertificate [10] learn,more [8] #learn,#educational [8] #educational,#learningapp [8] #learningapp,#teach [8] #teach,#globaleducation [8] #globaleducation,#elearning [7] more,co Top Word Pairs in Tweet in G2:
[13] #edchat,#caedchat [12] #edutwitter,#edutech [12] #edutech,#education [11] #caedchat,#edtech [10] #education,#edu [6] #edtech,#cuechat [6] #cuechat,#k12 [6] #k12,#calsa [6] #calsa,#edutwitter [6] #edu,#acsa Top Word Pairs in Tweet in G3:
[37] #education,#edutech [34] 02,formation [34] formation,etwinning [34] etwinning,niveau [34] niveau,co [29] #edutech,#profs [24] inscrivez,avant [24] avant,mars [23] #edtech,#edutech [23] #edutech,#education Top Word Pairs in Tweet in G4:
[32] #edtech,#edutech [31] #edutech,#education [30] #edtech,#globaled [30] #globaled,#elearning [30] #elearning,#edutech [25] #edchat,#caedchat [25] #caedchat,#nvedchat [24] #edutwitter,#edutech [23] #wearecue,#edchat [23] #nvedchat,#edtech Top Word Pairs in Tweet in G5:
[95] #linux,#100daysofcode [87] #linux,#opensource [74] tech,deck [54] #opensource,#100daysofcode [49] #opensource,#apple [41] #apple,#twitchstreamer [41] #100daysofcode,#apple [38] day,pass [35] #twitchstreamers,#twitter [34] appreciated,#linux Top Word Pairs in Tweet in G6:
[15] #education,#edutech [7] read,#udyamgyan [7] #ai,#machinelearning [7] #edutech,#tech [7] #tech,#technology [7] #technology,#innovation [7] #mentoring,#accelerator [7] #accelerator,#coworking [7] #coworking,#virtualcfo [7] #virtualcfo,#virtualoffice Top Word Pairs in Tweet in G7:
[27] edutech,startups [12] #byju's,#whitehatjr [10] startups,#byju's [8] startups,such [8] such,#byju's [8] edutech,india [8] india,touching [8] touching,lives [8] lives,underprivileged [8] underprivileged,students Top Word Pairs in Tweet in G8:
[9] lagozon,edutech [7] neat,platform [7] ms_aicte,buddhabjp [5] edutech,signed [5] signed,mou [5] mou,aicte_india [5] aicte_india,bringing [5] bringing,best [5] best,technological [5] technological,products Top Word Pairs in Tweet in G9:
[21] prezi,adding [21] adding,interactive [21] interactive,graphics [21] graphics,creative [21] creative,remote [21] remote,schooling [21] schooling,mashable [21] mashable,#ar [21] #ar,#augmentedreality [21] #augmentedreality,#edutech Top Word Pairs in Tweet in G10:
[16] looking,forward [15] 15,16 [13] 16,march [9] edutecharabia,virtual [9] virtual,conference [9] conference,15 [8] forward,taking [8] taking,part [7] part,keynote [7] keynote,panel Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: