The graph represents a network of 3,012 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 01:04 UTC.
The tweets in the network were tweeted over the 2392-day, 6-hour, 54-minute period from Sunday, 28 August 2016 at 15:35 UTC to Friday, 17 March 2023 at 22:30 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 : 3012
Unique Edges : 1974
Edges With Duplicates : 6883
Total Edges : 8857
Number of Edge Types : 9
Tweet : 2406
Retweet : 1902
MentionsInRetweet : 2504
Mentions : 1047
Replies to : 281
MentionsInReplyTo : 507
Quote : 119
MentionsInQuote : 87
MentionsInQuoteReply : 4
Self-Loops : 2741
Reciprocated Vertex Pair Ratio : 0.0644056183624529
Reciprocated Edge Ratio : 0.121017058255552
Connected Components : 769
Single-Vertex Connected Components : 379
Maximum Vertices in a Connected Component : 1032
Maximum Edges in a Connected Component : 4561
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.010084
Graph Density : 0.000342590669096006
Modularity : 0.368384
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,012 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 01:04 UTC.
The tweets in the network were tweeted over the 2392-day, 6-hour, 54-minute period from Sunday, 28 August 2016 at 15:35 UTC to Friday, 17 March 2023 at 22:30 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:
[340] science,teacher [186] #science,#scienceteacher [154] #scienceteacher,#scienceteaching [134] teacher,apron [131] #scienceteaching,#scienceactivities [126] #scienceactivities,#sciencestations [123] #sciencestations,#sciencegames [123] help,appreciated [122] #sciencegames,#sciencecenters [120] appreciated,#clearthelist Top Word Pairs in Tweet in G1:
[90] science,teacher [60] #science,#scienceteacher [24] #scienceteacher,#teacherpayteacher [20] copy,makes [20] popcorn,pop [20] books,collection [20] book,teaching [20] kids,science [20] #parenting,#reading [20] rainbow,books 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 [96] #clearthelists,#scienceteacher [57] prime,day Top Word Pairs in Tweet in G3:
[95] #scienceteacher,#iteachscience [62] #iteachscience,#scienceteacher [53] click,link [31] earth,science [27] interactive,notebook [27] science,engineering [24] link,below [24] #scienceteacher,#stem [23] science,interactive [23] #stem,#scienceteacher Top Word Pairs in Tweet in G4:
[43] #humanescience,#humaneeducation [35] #biology,#scienceteacher [35] #science,#lifesciences [31] #anatomy,#biology [29] #lifesciences,#anatomy [22] #sciencetwitter,#teachertwitter [21] #science,#scienceteacher [19] science,bank [18] #animalearn,#science [17] #scienceteacher,#scienceteaching Top Word Pairs in Tweet in G5:
[64] site,very [64] students,use [64] science,site [64] teach,aqa [64] suitable,students [64] areas,suitable [64] very,good [64] good,covers [64] gcse,science [64] covers,areas Top Word Pairs in Tweet in G6:
[111] #ocrscience,#scienceteacher [23] teach,cambridge [22] #scienceteacher,#ocrbiology [21] #cpd,opportunity [20] subject,advisors [19] find,more [18] ocr_science,seen [18] revision,tips [17] each,science [17] one,practical Top Word Pairs in Tweet in G7:
[64] rodio_se_mis,read [64] levi,arrived [64] scienceteacher,levi [64] hours,rodio_se_mis [64] pe,coach [64] ch1,hours [64] coach,erwin [64] erwin,scienceteacher [64] arrived,ch1 [63] erwin_s_simp,pe Top Word Pairs in Tweet in G8:
[2] nik_kolb,blockedbyvinay [2] beckstein,scienceteacher [2] _phoeni,cynthior1 [2] falls,irgendwann [2] sz,falls [2] regel,man [2] agentfiftyseven,pixannemarcy [2] albert_twostone,twitterde [2] zitiere,die [2] scienceteacher,regel Top Word Pairs in Tweet in G9:
[3] omnimomo,wosco_2020 [3] nhoomans,darkcowboygod [3] darkcowboygod,omnimomo [3] ax2n38,ingridingwah [3] megafant1,briannazarenus [3] ingridingwah,megafant1 [2] forrestricharda,deanomartino1 [2] briannazarenus,nhoomans [2] liamdennehy,rkdoctr [2] nominal31152751,hubie0 Top Word Pairs in Tweet in G10:
[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 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 G8:
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: