The graph represents a network of 1,529 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, 03 December 2022 at 01:58 UTC.
The requested start date was Saturday, 03 December 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 123-day, 12-hour, 6-minute period from Monday, 01 August 2022 at 10:03 UTC to Friday, 02 December 2022 at 22:10 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 : 1529
Unique Edges : 916
Edges With Duplicates : 2906
Total Edges : 3822
Number of Edge Types : 5
Tweet : 1146
Retweet : 911
MentionsInRetweet : 1118
Mentions : 596
Replies to : 51
Self-Loops : 1164
Reciprocated Vertex Pair Ratio : 0.0552099533437014
Reciprocated Edge Ratio : 0.104642593957259
Connected Components : 483
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 312
Maximum Edges in a Connected Component : 1485
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.190397
Graph Density : 0.000580829957642644
Modularity : 0.384628
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,529 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, 03 December 2022 at 01:58 UTC.
The requested start date was Saturday, 03 December 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 123-day, 12-hour, 6-minute period from Monday, 01 August 2022 at 10:03 UTC to Friday, 02 December 2022 at 22:10 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:
[143] science,teacher [96] #scienceteacher,#scienceteaching [87] #scienceteaching,#scienceactivities [86] #scienceactivities,#sciencestations [83] #sciencegames,#sciencecenters [83] #sciencestations,#sciencegames [81] #sciencecenters,#handsonscience [77] #science,#scienceteacher [71] #handsonscience,#texasscienceteacher [62] #teacher,#teaching Top Word Pairs in Tweet in G1:
[86] #scienceteacher,#scienceteaching [85] #scienceteaching,#scienceactivities [85] #scienceactivities,#sciencestations [83] #sciencestations,#sciencegames [83] #sciencegames,#sciencecenters [81] #sciencecenters,#handsonscience [71] #handsonscience,#texasscienceteacher [62] #teacher,#teaching [60] #texasscienceteacher,#iteachscience [55] #teacherlife,#scienceteacher Top Word Pairs in Tweet in G2:
[35] #scienceteacher,#iteachscience [26] #iteachscience,#scienceteacher [22] earth,science [21] click,link [16] science,engineering [15] #scienceteacher,#scichat [14] school,year [14] #scichat,#scienceteacher [13] interactive,notebook [13] hands,#stem 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:
[12] love,help [11] classroom,donorschoose [11] bring,project [11] project,life [11] check,classroom [11] donorschoose,love [11] help,bring [8] life,#donorschoose [7] #donorschoose,#fundmyproject [6] #teacher,#scienceteacher Top Word Pairs in Tweet in G5:
[24] weak,acids [24] strong,weak [18] read,six [18] deceptive,topic [18] tips,teaching [18] acids,deceptive [18] topic,doc_kristy [18] doc_kristy,read [18] six,top [18] top,tips Top Word Pairs in Tweet in G6:
[33] #ocrscience,#scienceteacher [14] celebrate,work [14] #lgbtq,stemday [14] #lgbtqia,scientists [14] international,#lgbtq [14] work,#lgbtqia [13] blog,celebrate [11] 18,international [11] november,18 [11] #scienceteacher,#ocrchemistry Top Word Pairs in Tweet in G7:
[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 G8:
[59] teacher,apron [37] apron,science [37] science,teacher [37] 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 G9:
[8] ap,bio [7] rates,brine [7] shrimp,swagnerscience [7] exploring,different [7] cinco_school,ap [7] brine,shrimp [7] ss,exploring [7] affect,hatch [7] different,salinities [7] hatch,rates 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 G6:
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: