The graph represents a network of 3,322 Twitter users whose recent tweets contained "edutech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 22:25 UTC.
The tweets in the network were tweeted over the 3242-day, 15-hour, 4-minute period from Monday, 28 April 2014 at 08:01 UTC to Tuesday, 14 March 2023 at 23:05 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3322
Unique Edges : 2147
Edges With Duplicates : 9863
Total Edges : 12010
Number of Edge Types : 9
Retweet : 2431
MentionsInRetweet : 3382
Mentions : 1172
Tweet : 1811
Replies to : 742
MentionsInReplyTo : 2160
MentionsInQuote : 181
Quote : 129
MentionsInQuoteReply : 2
Self-Loops : 2421
Reciprocated Vertex Pair Ratio : 0.0400556328233658
Reciprocated Edge Ratio : 0.0770259427654453
Connected Components : 682
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 1014
Maximum Edges in a Connected Component : 4439
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.132342
Graph Density : 0.000338912011770462
Modularity : 0.322489
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,322 Twitter users whose recent tweets contained "edutech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 22:25 UTC.
The tweets in the network were tweeted over the 3242-day, 15-hour, 4-minute period from Monday, 28 April 2014 at 08:01 UTC to Tuesday, 14 March 2023 at 23:05 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[381] edutech,company [303] #simplilearnfraud,#bansimplilearn [279] #edtech,#edutech [269] fraud,edutech [266] #elearning,#education [265] book,#edtech [261] forum,2023 [260] 17,18 [260] #edtech,#elearning [259] 18,book Top Word Pairs in Tweet in G1:
[21] pvt,ltd [17] edutech,zone [17] zone,began [17] began,working [17] #education,#edutech [16] sidalceas,edutech [16] parent,contribution [16] edutech,pvt [14] ve,managed [14] managed,each Top Word Pairs in Tweet in G2:
[200] #edtech,#edutech [122] #globaled,#elearning [122] #elearning,#edutech [122] #edtech,#globaled [85] #etcoaches,#blendedlearning [82] #edutech,#edutwitter [79] #blendedlearning,#educoach [78] #education,#edtech [73] #edutech,#teacher [72] #teacher,#teachers Top Word Pairs in Tweet in G3:
[95] evolution,openai's [95] explore,evolution [95] learn,models [95] models,#gpt1 [95] openai's,gpt [95] gpt,models [95] #gpt3,learn [95] #gpt2,#gpt3 [95] #gpt1,#gpt2 [95] models,transforming Top Word Pairs in Tweet in G4:
[143] judgement,reserved [141] reserved,court [135] jkssbofficial,hurry [135] court,jkssbofficial [135] hurry,conduct [135] dubious,aptech [135] conduct,exam [135] exam,dubious [115] rohit96986348,judgement [10] vinkal_yac,mehboobamufti Top Word Pairs in Tweet in G5:
[2] group,crypto [2] bebcreal,ssy8368 [2] ssy8368,josh_edutech [2] crypto,trading [2] good,group [2] josh_edutech,dadai_lama [2] _manuelav_,cryptommigrant [2] dadai_lama,feralmayhem7 [2] feralmayhem7,_manuelav_ [2] seandogeg,tanmaya97228392 Top Word Pairs in Tweet in G6:
[95] globaltechsummt,meet [86] tech,summit [80] global,tech [73] prasad,reddy [41] reddy,#vizag [41] welfare,medical [41] health,family [41] guest,honor [41] honor,smt [41] family,welfare Top Word Pairs in Tweet in G7:
[341] edutech,company [303] #simplilearnfraud,#bansimplilearn [267] fraud,edutech [198] #simplilearnreviews,#simplilearn [198] #simplilearn,#fraud [197] #fraud,#scam [197] #bansimplilearn,#simplilearnscam [188] simplilearn,fraud [180] company,enroll [180] propelldedufin,involve Top Word Pairs in Tweet in G8:
[71] online,degree [71] 400,enjoy [71] less,400 [71] study,online [71] degree,mba [71] enjoy,flexible [71] plans,laptop [71] payment,plans [71] flexible,payment [71] uk,less Top Word Pairs in Tweet in G9:
[28] website,terbaik [28] untuk,mendapatkan [28] terbaik,untuk [28] pekerjaan,remote [28] remote,wfh [28] mendapatkan,pekerjaan [28] wfa,treat [28] wfh,wfa [28] 24,website [27] edutech_partner,24 Top Word Pairs in Tweet in G10:
[74] #edtech,#education [68] #education,#edtechchat [65] #elearning,#edutech [64] #edtechchat,#edchat [58] #edchat,#elearning [34] #edutech,#educators [25] 12,schools [25] schools,models [25] 909,908 [25] 904,#barcodescanner Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: