The graph represents a network of 2,991 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 02:04 UTC.
The tweets in the network were tweeted over the 2385-day, 9-hour, 11-minute period from Sunday, 28 August 2016 at 15:35 UTC to Saturday, 11 March 2023 at 00:47 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 : 2991
Unique Edges : 1925
Edges With Duplicates : 6874
Total Edges : 8799
Number of Edge Types : 9
Tweet : 2420
Retweet : 1884
MentionsInRetweet : 2434
Mentions : 1063
Replies to : 285
MentionsInReplyTo : 501
Quote : 120
MentionsInQuote : 85
MentionsInQuoteReply : 7
Self-Loops : 2758
Reciprocated Vertex Pair Ratio : 0.0642907058001398
Reciprocated Edge Ratio : 0.120814182534471
Connected Components : 763
Single-Vertex Connected Components : 375
Maximum Vertices in a Connected Component : 1034
Maximum Edges in a Connected Component : 4588
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.413642
Graph Density : 0.000340598160143753
Modularity : 0.363855
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,991 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 02:04 UTC.
The tweets in the network were tweeted over the 2385-day, 9-hour, 11-minute period from Sunday, 28 August 2016 at 15:35 UTC to Saturday, 11 March 2023 at 00:47 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:
[332] science,teacher [183] #science,#scienceteacher [164] #scienceteacher,#scienceteaching [140] #scienceteaching,#scienceactivities [135] #scienceactivities,#sciencestations [134] teacher,apron [132] #sciencestations,#sciencegames [131] #sciencegames,#sciencecenters [126] #sciencecenters,#handsonscience [123] help,appreciated Top Word Pairs in Tweet in G1:
[87] science,teacher [73] はてなブログに投稿しました,#はてなブログ [63] #science,#scienceteacher [49] #はてなブログ,#理科 [24] #scienceteacher,#teacherpayteacher [20] copy,makes [20] popcorn,pop [20] books,collection [20] book,teaching [20] kids,science Top Word Pairs in Tweet in G2:
[123] help,appreciated [120] appreciated,#clearthelist [119] 8th,graders [117] excited,prepare [117] prepare,classroom [116] group,8th [116] classroom,group [100] #clearthelist,#clearthelists [97] #clearthelists,#scienceteacher [57] prime,day Top Word Pairs in Tweet in G3:
[90] #scienceteacher,#iteachscience [59] #iteachscience,#scienceteacher [54] click,link [31] earth,science [28] interactive,notebook [27] science,engineering [25] link,below [24] science,interactive [24] #scienceteacher,#stem [23] hands,#stem Top Word Pairs in Tweet in G4:
[110] #ocrscience,#scienceteacher [23] teach,cambridge [22] #scienceteacher,#ocrbiology [21] paper,model [21] #cpd,opportunity [20] subject,advisors [19] find,more [18] ocr_science,seen [17] seen,#languageofmeasurement [17] #scienceteacher,#ocrchemistry Top Word Pairs in Tweet in G5:
[42] #humanescience,#humaneeducation [35] #science,#lifesciences [34] #biology,#scienceteacher [30] #anatomy,#biology [29] #lifesciences,#anatomy [22] #sciencetwitter,#teachertwitter [21] #science,#scienceteacher [18] science,bank [18] #animalearn,#science [17] #scienceteacher,#scienceteaching Top Word Pairs in Tweet in G6:
[64] students,use [64] good,covers [64] aqa,gcse [64] gcse,science [64] very,good [64] science,site [64] site,very [64] covers,areas [64] areas,suitable [64] suitable,students Top Word Pairs in Tweet in G7:
[2] irgendwann,einmal [2] einmal,gt [2] razavibardia,_phoeni [2] regel,man [2] werde,zitiere [2] agentfiftyseven,pixannemarcy [2] die,beckstein [2] science63424214,rosenbusch_ [2] falls,irgendwann [2] aktuelle,inflation Top Word Pairs in Tweet in G8:
[23] weak,acids [23] strong,weak [17] read,six [17] topic,doc_kristy [17] tips,teaching [17] top,tips [17] deceptive,topic [17] six,top [17] doc_kristy,read [17] acids,deceptive Top Word Pairs in Tweet in G9:
[134] teacher,apron [76] apron,science [76] science,teacher [76] science,apron [50] apron,chemistry [50] chemistry,teacher [39] angieshandmade1,science [34] apron,#etsymntt [33] #etsymntt,#craftbuzz [26] apron,womens Top Word Pairs in Tweet in G10:
[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 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 G6:
Top Replied-To in G7:
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: