The graph represents a network of 3,103 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 02:03 UTC.
The tweets in the network were tweeted over the 1932-day, 8-hour, 55-minute period from Friday, 15 September 2017 at 14:36 UTC to Friday, 30 December 2022 at 23:31 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 : 3103
Unique Edges : 1983
Edges With Duplicates : 7005
Total Edges : 8988
Number of Edge Types : 9
Tweet : 2309
Retweet : 2004
MentionsInRetweet : 2611
Mentions : 1092
Replies to : 267
MentionsInReplyTo : 497
Quote : 112
MentionsInQuote : 89
MentionsInQuoteReply : 7
Self-Loops : 2596
Reciprocated Vertex Pair Ratio : 0.0657766199934875
Reciprocated Edge Ratio : 0.123434158264589
Connected Components : 752
Single-Vertex Connected Components : 371
Maximum Vertices in a Connected Component : 1170
Maximum Edges in a Connected Component : 4731
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.329285
Graph Density : 0.000340034071975021
Modularity : 0.376136
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,103 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 02:03 UTC.
The tweets in the network were tweeted over the 1932-day, 8-hour, 55-minute period from Friday, 15 September 2017 at 14:36 UTC to Friday, 30 December 2022 at 23:31 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:
[279] science,teacher [200] #scienceteacher,#scienceteaching [178] #scienceteaching,#scienceactivities [173] #scienceactivities,#sciencestations [169] #sciencestations,#sciencegames [168] #sciencegames,#sciencecenters [137] #science,#scienceteacher [124] #teacher,#teaching [124] help,appreciated [123] #sciencecenters,#handsonscience Top Word Pairs in Tweet in G1:
[76] science,teacher [45] #science,#scienceteacher [23] はてなブログに投稿しました,#はてなブログ [20] power,hoodies [20] stem,feminist [20] gift,steminist [20] equality,shirt [20] steminist,science [20] empowered,girl [20] women,stem Top Word Pairs in Tweet in G2:
[108] requests,#reciprocalreading [108] create,google [108] easier,create [108] #reciprocalreading,sheets [108] sheets,people [108] google,drive [108] people,decided [108] decided,easier [108] few,requests [107] paul_sciteach,few Top Word Pairs in Tweet in G3:
[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 G4:
[46] #scienceteacher,#iteachscience [44] click,link [37] #iteachscience,#scienceteacher [29] earth,science [28] interactive,notebook [25] science,interactive [22] paper,circuits [21] link,below [19] school,year [19] #stem,activity Top Word Pairs in Tweet in G5:
[36] #humanescience,#humaneeducation [31] #science,#lifesciences [31] #biology,#scienceteacher [28] #anatomy,#biology [27] #lifesciences,#anatomy [18] #animalearn,#science [18] science,bank [17] science,teachers [16] #sciencetwitter,#teachertwitter [14] link,bio Top Word Pairs in Tweet in G6:
[54] #ocrscience,#scienceteacher [43] paper,model [16] conference,jan [16] ocr_science,seen [16] blog,celebrate [16] #scienceteacher,#ocrchemistry [16] #cpd,opportunity [15] #geography,#geographyteacher [15] #geographyteacher,#scienceteacher [14] each,science Top Word Pairs in Tweet in G7:
[104] website,#science [67] #science,#sciencestudent [64] #scienceteacher,#stem [63] #sciencestudent,#scienceteacher [56] #stem,#scicom [52] #academictwitter,#gradschool [52] #sciencetwitter,#academictwitter [45] #lovescience,#phd [42] #science,#fashion [41] #socks,#socksoftheday Top Word Pairs in Tweet in G8:
[4] frau_lange,_martinhagen [4] nanaimadiamond,frau_lange [4] br24,scienceteacher [4] _martinhagen,br24 [2] manubuhler,migo_offiziell [2] einmal,gt [2] sz,falls [2] aktuelle,inflation [2] c_drosten,radbruch_lab [2] _martinhagen,stohr_klaus Top Word Pairs in Tweet in G9:
[23] weak,acids [23] strong,weak [18] read,six [18] topic,doc_kristy [18] tips,teaching [18] top,tips [18] deceptive,topic [18] six,top [18] doc_kristy,read [18] acids,deceptive Top Word Pairs in Tweet in G10:
[60] म,फ [60] फ,र [30] ड,ड [30] ड,ब [30] आऊ,ग [30] amrita204,#motivationalthought [30] ब,ग [30] ख,म [30] biology_queen_as,थ [30] ग,ऐ 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 G6:
Top Replied-To in G8:
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: