The graph represents a network of 3,450 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 23:25 UTC.
The tweets in the network were tweeted over the 3235-day, 16-hour, 58-minute period from Monday, 28 April 2014 at 08:01 UTC to Wednesday, 08 March 2023 at 01:00 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 : 3450
Unique Edges : 2314
Edges With Duplicates : 8393
Total Edges : 10707
Number of Edge Types : 9
Tweet : 1903
Retweet : 2435
MentionsInRetweet : 3431
Quote : 135
Mentions : 1256
Replies to : 549
MentionsInReplyTo : 843
MentionsInQuote : 154
MentionsInQuoteReply : 1
Self-Loops : 2537
Reciprocated Vertex Pair Ratio : 0.0411954765751212
Reciprocated Edge Ratio : 0.0791311093871218
Connected Components : 742
Single-Vertex Connected Components : 391
Maximum Vertices in a Connected Component : 997
Maximum Edges in a Connected Component : 4606
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.304797
Graph Density : 0.000324983927288313
Modularity : 0.374739
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,450 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 23:25 UTC.
The tweets in the network were tweeted over the 3235-day, 16-hour, 58-minute period from Monday, 28 April 2014 at 08:01 UTC to Wednesday, 08 March 2023 at 01:00 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:
[318] #elearning,#education [315] book,#edtech [313] 17,18 [312] #edtech,#elearning [310] 18,book [310] world,forum [310] edtech,world [310] london,17 [308] forum,2023 [306] 2023,london Top Word Pairs in Tweet in G1:
[27] #education,#edutech [20] pvt,ltd [18] edutech,pvt [16] edutech,zone [16] zone,began [16] began,working [14] ve,managed [14] managed,each [14] #onlinelearning,#elearning [14] learn,more Top Word Pairs in Tweet in G2:
[201] #edtech,#edutech [126] #globaled,#elearning [126] #edtech,#globaled [126] #elearning,#edutech [84] #education,#edtech [83] #etcoaches,#blendedlearning [79] #edutech,#edutwitter [77] #blendedlearning,#educoach [76] #edutech,#teacher [73] #teacher,#teachers Top Word Pairs in Tweet in G3:
[95] learn,models [95] models,transforming [95] evolution,openai's [95] explore,evolution [95] gpt,models [95] models,#gpt1 [95] #gpt1,#gpt2 [95] #gpt2,#gpt3 [95] openai's,gpt [95] #gpt3,learn Top Word Pairs in Tweet in G4:
[148] judgement,reserved [146] reserved,court [140] jkssbofficial,hurry [140] court,jkssbofficial [140] hurry,conduct [140] dubious,aptech [140] conduct,exam [140] exam,dubious [121] rohit96986348,judgement [10] vinkal_yac,mehboobamufti Top Word Pairs in Tweet in G5:
[3] crypto,trading [3] good,group [3] group,crypto [3] share,good [3] josh_edutech,dadai_lama [3] dadai_lama,feralmayhem7 [2] _manuelav_,cryptommigrant [2] feralmayhem7,_manuelav_ [2] seandogeg,tanmaya97228392 [2] bebcreal,ssy8368 Top Word Pairs in Tweet in G6:
[85] #edtech,#education [79] #education,#edtechchat [74] #elearning,#edutech [73] #edtechchat,#edchat [66] #edchat,#elearning [43] #edutech,#educators [33] #virtualreality,#innovation [31] #edutech,#digital [31] #ar,#virtualreality [31] #digital,#vr Top Word Pairs in Tweet in G7:
[115] edutech,company [86] #simplilearnfraud,#bansimplilearn [82] company,simplilearn [82] fraud,edutech [82] simplilearn,blocked [82] world's,fraud [82] finally,world's [82] blocked,#simplilearnfraud [73] anshudikshant,finally [73] #bansimplilearn,#simpli Top Word Pairs in Tweet in G8:
[53] #weteach,stream [39] #wer8,stream [37] digital,transformation [18] industry,elearnindustry [18] elearning,industry [16] education,system [12] department,education [8] nj41,free [8] #edutech,#students [8] remote,learning Top Word Pairs in Tweet in G9:
[21] quality,education [19] collaboration,brainbuilders01 [18] marching,forward [18] advocacy,quality [18] education,nigeria [18] nigeria,join [18] welcome,month [18] march,marching [18] forward,advocacy [18] month,march Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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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: