The graph represents a network of 3,033 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 02:03 UTC.
The tweets in the network were tweeted over the 2357-day, 8-hour, 23-minute period from Sunday, 28 August 2016 at 15:35 UTC to Friday, 10 February 2023 at 23:59 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 : 3033
Unique Edges : 1865
Edges With Duplicates : 6922
Total Edges : 8787
Number of Edge Types : 9
Tweet : 2369
Retweet : 1948
MentionsInRetweet : 2493
Mentions : 1090
Replies to : 269
MentionsInReplyTo : 407
Quote : 122
MentionsInQuote : 82
MentionsInQuoteReply : 7
Self-Loops : 2687
Reciprocated Vertex Pair Ratio : 0.0665746809244567
Reciprocated Edge Ratio : 0.1248382923674
Connected Components : 752
Single-Vertex Connected Components : 379
Maximum Vertices in a Connected Component : 1188
Maximum Edges in a Connected Component : 4879
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.605159
Graph Density : 0.000336231097331291
Modularity : 0.366118
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,033 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 02:03 UTC.
The tweets in the network were tweeted over the 2357-day, 8-hour, 23-minute period from Sunday, 28 August 2016 at 15:35 UTC to Friday, 10 February 2023 at 23:59 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:
[311] science,teacher [177] #scienceteacher,#scienceteaching [166] #science,#scienceteacher [155] #scienceteaching,#scienceactivities [150] #scienceactivities,#sciencestations [146] #sciencestations,#sciencegames [145] #sciencegames,#sciencecenters [126] teacher,apron [126] #sciencecenters,#handsonscience [124] help,appreciated Top Word Pairs in Tweet in G1:
[73] science,teacher [59] #science,#scienceteacher [24] #scienceteacher,#teacherpayteacher [19] women,stem [19] girl,power [19] gift,steminist [19] power,hoodies [19] women,empowered [19] empowered,girl [19] shirt,women 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:
[73] #scienceteacher,#iteachscience [52] #iteachscience,#scienceteacher [49] click,link [28] earth,science [26] science,engineering [23] interactive,notebook [21] #stem,activity [21] link,below [21] science,buddies [20] paper,circuits Top Word Pairs in Tweet in G4:
[81] #ocrscience,#scienceteacher [30] paper,model [21] ocr_science,seen [21] #cpd,opportunity [19] each,science [19] #scienceteacher,#ocrbiology [19] one,practical [19] glossary,poster [19] resources,one [19] #languageofmeasurement,resources Top Word Pairs in Tweet in G5:
[104] easier,create [104] people,decided [104] create,google [104] google,drive [104] sheets,people [104] few,requests [104] #reciprocalreading,sheets [104] requests,#reciprocalreading [104] decided,easier [103] paul_sciteach,few Top Word Pairs in Tweet in G6:
[39] #humanescience,#humaneeducation [32] #science,#lifesciences [31] #biology,#scienceteacher [29] #anatomy,#biology [28] #lifesciences,#anatomy [21] #science,#scienceteacher [19] #sciencetwitter,#teachertwitter [18] science,bank [17] #animalearn,#science [15] #scienceteacher,#sciencetwitter Top Word Pairs in Tweet in G7:
[64] covers,areas [64] site,very [64] aqa,gcse [64] teach,aqa [64] gcse,science [64] suitable,students [64] very,good [64] areas,suitable [64] science,site [64] good,covers Top Word Pairs in Tweet in G8:
[22] strong,weak [22] weak,acids [17] topic,doc_kristy [17] acids,deceptive [17] deceptive,topic [17] six,top [17] tips,teaching [17] top,tips [17] doc_kristy,read [17] read,six Top Word Pairs in Tweet in G9:
[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 G10:
[126] teacher,apron [72] apron,science [72] science,teacher [72] science,apron [47] apron,chemistry [47] chemistry,teacher [38] angieshandmade1,science [31] apron,#etsymntt [30] #etsymntt,#craftbuzz [25] apron,womens 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 G6:
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: