The graph represents a network of 3,069 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 02:03 UTC.
The tweets in the network were tweeted over the 1946-day, 7-hour, 32-minute period from Friday, 15 September 2017 at 14:36 UTC to Friday, 13 January 2023 at 22:09 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 : 3069
Unique Edges : 1972
Edges With Duplicates : 6934
Total Edges : 8906
Number of Edge Types : 9
Tweet : 2346
Retweet : 1959
MentionsInRetweet : 2569
Mentions : 1112
Replies to : 269
MentionsInReplyTo : 445
Quote : 110
MentionsInQuote : 89
MentionsInQuoteReply : 7
Self-Loops : 2649
Reciprocated Vertex Pair Ratio : 0.0679546968687542
Reciprocated Edge Ratio : 0.127261384903306
Connected Components : 764
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 1145
Maximum Edges in a Connected Component : 4704
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.437265
Graph Density : 0.000340495419773714
Modularity : 0.373007
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,069 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 02:03 UTC.
The tweets in the network were tweeted over the 1946-day, 7-hour, 32-minute period from Friday, 15 September 2017 at 14:36 UTC to Friday, 13 January 2023 at 22:09 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:
[280] science,teacher [200] #scienceteacher,#scienceteaching [178] #scienceteaching,#scienceactivities [173] #scienceactivities,#sciencestations [169] #sciencestations,#sciencegames [168] #sciencegames,#sciencecenters [144] #science,#scienceteacher [127] #sciencecenters,#handsonscience [124] help,appreciated [123] #teacher,#teaching Top Word Pairs in Tweet in G1:
[76] science,teacher [54] #science,#scienceteacher [28] はてなブログに投稿しました,#はてなブログ [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:
[47] #scienceteacher,#iteachscience [45] click,link [39] #iteachscience,#scienceteacher [28] earth,science [26] science,engineering [25] interactive,notebook [23] science,interactive [21] paper,circuits [21] link,below [19] school,year Top Word Pairs in Tweet in G4:
[104] easier,create [104] #reciprocalreading,sheets [104] decided,easier [104] requests,#reciprocalreading [104] people,decided [104] sheets,people [104] google,drive [104] few,requests [104] create,google [103] paul_sciteach,few Top Word Pairs in Tweet in G5:
[60] #ocrscience,#scienceteacher [40] paper,model [21] ocr_science,seen [19] each,science [19] one,practical [19] glossary,poster [19] resources,one [19] #languageofmeasurement,resources [19] seen,#languageofmeasurement [19] science,glossary Top Word Pairs in Tweet in G6:
[38] #humanescience,#humaneeducation [33] #science,#lifesciences [33] #biology,#scienceteacher [30] #anatomy,#biology [29] #lifesciences,#anatomy [18] science,bank [18] #animalearn,#science [18] #sciencetwitter,#teachertwitter [16] #teachertwitter,#k12 [15] #scienceteacher,#sciencetwitter Top Word Pairs in Tweet in G7:
[65] covers,areas [65] site,very [65] aqa,gcse [65] teach,aqa [65] gcse,science [65] suitable,students [65] very,good [65] areas,suitable [65] science,site [65] good,covers Top Word Pairs in Tweet in G8:
[96] website,#science [60] #science,#sciencestudent [56] #scienceteacher,#stem [55] #sciencestudent,#scienceteacher [53] #stem,#scicom [51] #sciencetwitter,#academictwitter [50] #academictwitter,#gradschool [44] #lovescience,#phd [41] #socks,#socksoftheday [41] #science,#fashion Top Word Pairs in Tweet in G9:
[23] strong,weak [23] 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 G10:
[5] mumisthebest2,francislreid [5] francislreid,scienceteacher [4] frau_lange,_martinhagen [4] br24,scienceteacher [4] _martinhagen,br24 [4] nanaimadiamond,frau_lange [3] principal,fob [2] irgendwann,einmal [2] einmal,gt [2] razavibardia,_phoeni Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: