The graph represents a network of 1,449 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 November 2022 at 01:58 UTC.
The requested start date was Saturday, 26 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 116-day, 9-hour, 56-minute period from Monday, 01 August 2022 at 10:03 UTC to Friday, 25 November 2022 at 19:59 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1449
Unique Edges : 857
Edges With Duplicates : 2681
Total Edges : 3538
Number of Edge Types : 5
Tweet : 1087
Retweet : 838
MentionsInRetweet : 1000
Mentions : 562
Replies to : 51
Self-Loops : 1102
Reciprocated Vertex Pair Ratio : 0.0562659846547315
Reciprocated Edge Ratio : 0.106537530266344
Connected Components : 472
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 267
Maximum Edges in a Connected Component : 1301
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.034341
Graph Density : 0.000590519657298423
Modularity : 0.382053
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,449 Twitter users whose tweets in the requested range contained "scienceteacher", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 November 2022 at 01:58 UTC.
The requested start date was Saturday, 26 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 116-day, 9-hour, 56-minute period from Monday, 01 August 2022 at 10:03 UTC to Friday, 25 November 2022 at 19:59 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[134] science,teacher [91] #scienceteacher,#scienceteaching [83] #scienceteaching,#scienceactivities [82] #scienceactivities,#sciencestations [79] #sciencegames,#sciencecenters [79] #sciencestations,#sciencegames [77] #sciencecenters,#handsonscience [75] #science,#scienceteacher [68] #handsonscience,#texasscienceteacher [58] #teacherlife,#scienceteacher Top Word Pairs in Tweet in G1:
[81] #scienceteacher,#scienceteaching [81] #scienceactivities,#sciencestations [81] #scienceteaching,#scienceactivities [79] #sciencestations,#sciencegames [79] #sciencegames,#sciencecenters [77] #sciencecenters,#handsonscience [68] #handsonscience,#texasscienceteacher [58] #teacher,#teaching [58] #texasscienceteacher,#iteachscience [53] #teacherlife,#scienceteacher Top Word Pairs in Tweet in G2:
[31] #scienceteacher,#iteachscience [22] #iteachscience,#scienceteacher [21] earth,science [20] click,link [16] science,engineering [15] #scienceteacher,#scichat [14] school,year [14] #scichat,#scienceteacher [13] science,teacher [12] interactive,notebook Top Word Pairs in Tweet in G3:
[2] beckstein,scienceteacher [2] falls,irgendwann [2] sz,falls [2] regel,man [2] zitiere,die [2] scienceteacher,regel [2] gt,angehalten [2] angehalten,werde [2] irgendwann,einmal [2] einmal,gt Top Word Pairs in Tweet in G4:
[9] love,help [8] classroom,donorschoose [8] bring,project [8] project,life [8] check,classroom [8] donorschoose,love [8] help,bring [6] #teacher,#scienceteacher [5] life,#donorschoose [4] donors,choose Top Word Pairs in Tweet in G5:
[22] #humanescience,#humaneeducation [21] #biology,#scienceteacher [21] #science,#lifesciences [17] #anatomy,#biology [16] #lifesciences,#anatomy [15] science,bank [13] #animalearn,#science [11] link,bio [11] bank,link [9] #sciencetwitter,#teachertwitter Top Word Pairs in Tweet in G6:
[57] teacher,apron [36] apron,science [36] science,teacher [36] science,apron [19] apron,womens [19] apron,scientist [19] scientist,utility [19] female,scientist [19] apron,female [19] scientist,apron Top Word Pairs in Tweet in G7:
[29] #ocrscience,#scienceteacher [14] international,#lgbtq [14] celebrate,work [14] #lgbtqia,scientists [14] work,#lgbtqia [14] #lgbtq,stemday [13] blog,celebrate [11] stemday,blog [11] 18,international [11] november,18 Top Word Pairs in Tweet in G8:
[8] ap,bio [7] shrimp,swagnerscience [7] affect,hatch [7] different,salinities [7] rates,brine [7] ss,exploring [7] exploring,different [7] salinities,affect [7] cinco_school,ap [7] bio,ss Top Word Pairs in Tweet in G9:
[6] asked,litmus [6] paper,strips [6] ph,paper [6] we've,ph [6] ones,customize [6] litmus,ones [6] strips,asked [5] science,teachers [5] axcis,co [5] customize,bl Top Word Pairs in Tweet in G10:
[3] bostonwhitnee,sarayrodrigu3z [2] worked,hard [2] rated,campus [2] hard,meet [2] distinctions,worked [2] love,meccaayesha [2] plus,distinctions [2] continues,rated [2] campus,plus [2] demo,rickettsdeirdre 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 G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: