The graph represents a network of 1,508 Twitter users whose recent tweets contained "scienceteacher", 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 02:02 UTC.
The tweets in the network were tweeted over the 2364-day, 9-hour, 23-minute period from Sunday, 28 August 2016 at 15:35 UTC to Saturday, 18 February 2023 at 00:59 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 : 1508
Unique Edges : 925
Edges With Duplicates : 2998
Total Edges : 3923
Number of Edge Types : 8
Retweet : 874
MentionsInRetweet : 1135
Mentions : 476
Tweet : 1116
Quote : 58
Replies to : 59
MentionsInQuote : 38
MentionsInReplyTo : 167
Self-Loops : 1259
Reciprocated Vertex Pair Ratio : 0.0615496017378711
Reciprocated Edge Ratio : 0.115961800818554
Connected Components : 417
Single-Vertex Connected Components : 199
Maximum Vertices in a Connected Component : 405
Maximum Edges in a Connected Component : 1669
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.755816
Graph Density : 0.000645088613877942
Modularity : 0.394886
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,508 Twitter users whose recent tweets contained "scienceteacher", 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 02:02 UTC.
The tweets in the network were tweeted over the 2364-day, 9-hour, 23-minute period from Sunday, 28 August 2016 at 15:35 UTC to Saturday, 18 February 2023 at 00:59 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 : scienceteacher
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:
[136] science,teacher [82] #ocrscience,#scienceteacher [80] #science,#scienceteacher [79] gcse,science [72] #scienceteacher,#scienceteaching [71] teacher,apron [71] students,use [70] science,site [69] good,covers [69] covers,areas Top Word Pairs in Tweet in G1:
[57] #scienceteacher,#scienceteaching [56] #scienceteaching,#scienceactivities [55] #scienceactivities,#sciencestations [54] #sciencestations,#sciencegames [54] #sciencegames,#sciencecenters [53] #sciencecenters,#handsonscience [51] #handsonscience,#texasscienceteacher [39] #teacher,#teaching [36] science,teacher [36] #texasscienceteacher,#iteachscience Top Word Pairs in Tweet in G2:
[58] #scienceteacher,#iteachscience [38] #iteachscience,#scienceteacher [30] click,link [18] lunar,year [17] interactive,notebook [16] science,engineering [16] science,interactive [13] #stem,activity [13] #middleschoolscienceteachers,#scienceteacher [13] #scienceteacher,#scienceproject Top Word Pairs in Tweet in G3:
[82] #ocrscience,#scienceteacher [22] ocr_science,seen [21] #cpd,opportunity [20] #scienceteacher,#ocrbiology [20] science,glossary [20] #languageofmeasurement,resources [20] each,science [20] practical,each [20] one,practical [20] glossary,poster Top Word Pairs in Tweet in G4:
[66] covers,areas [66] site,very [66] aqa,gcse [66] teach,aqa [66] gcse,science [66] suitable,students [66] very,good [66] areas,suitable [66] science,site [66] good,covers Top Word Pairs in Tweet in G5:
[3] nhoomans,darkcowboygod [3] ingridingwah,megafant1 [3] megafant1,briannazarenus [3] ax2n38,ingridingwah [3] omnimomo,wosco_2020 [3] darkcowboygod,omnimomo [2] briannazarenus,nhoomans [2] hubie0,timmbosliceeee [2] onkelfester,th1rt3en_tm [2] amyrali16,brijswijk Top Word Pairs in Tweet in G6:
[22] weak,acids [22] strong,weak [17] read,six [17] deceptive,topic [17] tips,teaching [17] acids,deceptive [17] topic,doc_kristy [17] doc_kristy,read [17] six,top [17] top,tips Top Word Pairs in Tweet in G7:
[23] #humanescience,#humaneeducation [20] #sciencetwitter,#teachertwitter [15] #teachertwitter,#k12 [15] #science,#scienceteacher [14] #science,#lifesciences [13] #humane,#science [13] #biology,#scienceteacher [11] #lifesciences,#anatomy [10] #anatomy,#biology [9] 2022,#humane Top Word Pairs in Tweet in G8:
[5] #mchs,#maydeforthis [5] #scienceteacher,#mchs [5] field,trip [4] #nsta,professional [4] students,learning [4] enrich,students [4] identify,rocks [4] increase,participation [4] professional,learning [4] learning,increase Top Word Pairs in Tweet in G9:
[12] feb,2023 [11] lens,unimelb [11] sustainability,science [11] science,lens [11] 2023,sustainability [11] registrations,open [7] unimelb,keynotes [7] pub,beccooper3 [6] register,#vceconferenceseries [6] #vceconferenceseries,#scienceteacher Top Word Pairs in Tweet in G10:
[71] teacher,apron [38] apron,science [38] science,teacher [38] science,apron [30] apron,chemistry [30] chemistry,teacher [29] apron,#etsymntt [29] #etsymntt,#craftbuzz [25] angieshandmade1,science [20] #craftbuzz,#sciencetea Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: