The graph represents a network of 3,052 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 02:04 UTC.
The tweets in the network were tweeted over the 1967-day, 10-hour, 10-minute period from Friday, 15 September 2017 at 14:36 UTC to Saturday, 04 February 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 : 3052
Unique Edges : 1974
Edges With Duplicates : 6916
Total Edges : 8890
Number of Edge Types : 9
Retweet : 1959
MentionsInRetweet : 2562
Mentions : 1092
Tweet : 2366
Quote : 124
MentionsInQuote : 83
Replies to : 272
MentionsInReplyTo : 425
MentionsInQuoteReply : 7
Self-Loops : 2680
Reciprocated Vertex Pair Ratio : 0.0677344010677344
Reciprocated Edge Ratio : 0.126875
Connected Components : 747
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 1195
Maximum Edges in a Connected Component : 4917
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.62908
Graph Density : 0.000343655454477895
Modularity : 0.372943
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,052 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 02:04 UTC.
The tweets in the network were tweeted over the 1967-day, 10-hour, 10-minute period from Friday, 15 September 2017 at 14:36 UTC to Saturday, 04 February 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:
[310] science,teacher [183] #scienceteacher,#scienceteaching [161] #scienceteaching,#scienceactivities [157] #science,#scienceteacher [156] #scienceactivities,#sciencestations [152] #sciencestations,#sciencegames [151] #sciencegames,#sciencecenters [126] #sciencecenters,#handsonscience [124] help,appreciated [121] appreciated,#clearthelist Top Word Pairs in Tweet in G1:
[71] science,teacher [57] #science,#scienceteacher [24] #scienceteacher,#teacherpayteacher [19] power,hoodies [19] stem,feminist [19] gift,steminist [19] equality,shirt [19] steminist,science [19] empowered,girl [19] women,stem Top Word Pairs in Tweet in G2:
[124] help,appreciated [121] appreciated,#clearthelist [120] 8th,graders [118] excited,prepare [118] prepare,classroom [117] group,8th [117] classroom,group [102] #clearthelist,#clearthelists [98] #clearthelists,#scienceteacher [57] prime,day Top Word Pairs in Tweet in G3:
[66] #scienceteacher,#iteachscience [49] #iteachscience,#scienceteacher [48] click,link [30] earth,science [26] science,engineering [25] interactive,notebook [22] science,interactive [21] #stem,activity [20] paper,circuits [20] link,below Top Word Pairs in Tweet in G4:
[80] #ocrscience,#scienceteacher [30] paper,model [21] #cpd,opportunity [19] #scienceteacher,#ocrbiology [19] ocr_science,seen [18] seen,#languageofmeasurement [18] resources,one [18] #languageofmeasurement,resources [18] practical,each [18] one,practical Top Word Pairs in Tweet in G5:
[38] #humanescience,#humaneeducation [31] #science,#lifesciences [31] #biology,#scienceteacher [29] #anatomy,#biology [28] #lifesciences,#anatomy [18] science,bank [18] #sciencetwitter,#teachertwitter [17] #animalearn,#science [15] #teachertwitter,#k12 [15] #scienceteacher,#sciencetwitter Top Word Pairs in Tweet in G6:
[103] people,decided [103] decided,easier [103] easier,create [103] requests,#reciprocalreading [103] google,drive [103] create,google [103] sheets,people [103] #reciprocalreading,sheets [103] few,requests [102] paul_sciteach,few Top Word Pairs in Tweet in G7:
[65] site,very [65] students,use [65] science,site [65] teach,aqa [65] suitable,students [65] areas,suitable [65] very,good [65] good,covers [65] gcse,science [65] covers,areas Top Word Pairs in Tweet in G8:
[22] weak,acids [22] strong,weak [17] doc_kristy,read [17] six,top [17] tips,teaching [17] acids,deceptive [17] top,tips [17] topic,doc_kristy [17] deceptive,topic [17] read,six Top Word Pairs in Tweet in G9:
[2] einmal,gt [2] sz,falls [2] aktuelle,inflation [2] gyamey,nik_kolb [2] c_drosten,radbruch_lab [2] _martinhagen,stohr_klaus [2] science63424214,rosenbusch_ [2] luckmann2008,_martinhagen [2] falls,irgendwann [2] science63424214,rolandsb13 Top Word Pairs in Tweet in G10:
[112] teacher,apron [65] apron,science [65] science,teacher [65] science,apron [40] apron,chemistry [40] chemistry,teacher [32] angieshandmade1,science [25] apron,womens [25] apron,scientist [25] scientist,utility 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 G5:
Top Replied-To in G7:
Top Replied-To in G9:
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: