The graph represents a network of 1,629 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, 05 June 2021 at 00:27 UTC.
The requested start date was Saturday, 05 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 93-day, 12-hour, 14-minute period from Monday, 01 March 2021 at 07:30 UTC to Wednesday, 02 June 2021 at 19:44 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 : 1629
Unique Edges : 875
Edges With Duplicates : 2776
Total Edges : 3651
Number of Edge Types : 5
Retweet : 997
MentionsInRetweet : 1229
Mentions : 528
Replies to : 35
Tweet : 862
Self-Loops : 892
Reciprocated Vertex Pair Ratio : 0.0386473429951691
Reciprocated Edge Ratio : 0.0744186046511628
Connected Components : 440
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 239
Maximum Edges in a Connected Component : 820
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.209498
Graph Density : 0.000567493661416313
Modularity : 0.438079
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,629 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, 05 June 2021 at 00:27 UTC.
The requested start date was Saturday, 05 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 93-day, 12-hour, 14-minute period from Monday, 01 March 2021 at 07:30 UTC to Wednesday, 02 June 2021 at 19:44 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:
[121] geography,teacher [121] teacher,choose [121] choose,use [121] use,drone [121] drone,spectacular [121] spectacular,footage [121] footage,#volcano [121] #volcano,#geography [120] easygeography,geography [120] #geography,#geographyt Top Word Pairs in Tweet in G1:
[63] #homeschooling,#homeschool [63] #scienceteaching,#scienceteacher [54] #scienceactivities,#sciencestations [38] #teacher,#teaching [32] #scienceteacher,#scienceactivities [32] #homeschool,#homeschoolingmom [30] #scienceteacher,#iteachscience [29] #sciencestations,#homeschooling [28] #handsonscience,#scienceactivities [27] #iteachscience,#handsonscience Top Word Pairs in Tweet in G2:
[121] geography,teacher [121] teacher,choose [121] choose,use [121] use,drone [121] drone,spectacular [121] spectacular,footage [121] footage,#volcano [121] #volcano,#geography [120] easygeography,geography [120] #geography,#geographyt Top Word Pairs in Tweet in G3:
[46] #scienceteacher,#stem [44] #sciencestudent,#scienceteacher [42] #science,#sciencestudent [42] #stem,#scicom [31] #sciencetwitter,#academictwitter [31] #academictwitter,#gradschool [27] website,#science [25] #lovescience,#phd [24] #scicom,#fashion [23] #phd,#tshirt Top Word Pairs in Tweet in G4:
[9] #science,#scienceeducation [9] #science,#scienceteacher [8] 6th,grade [7] #space,#spaceeducation [7] #nationalspaceday2021,#nasa [7] #nasa,#space [6] 5th,graders [6] grade,#students [6] national,space [6] space,day Top Word Pairs in Tweet in G5:
[40] scientist,svg [40] svg,mad [40] mad,scientist [40] scientist,etsy [40] etsy,#svg [40] #svg,#cartoonscientist [40] #cartoonscientist,#science [40] #science,#mascot [40] #mascot,#scienceteacher [39] beartshirt,scientist Top Word Pairs in Tweet in G6:
[40] origami,organelles [27] paper,models [18] paper,model [16] need,supplier [15] organelles,model [13] friends,edvotek [13] win,free [13] free,origami [13] model,choice [13] choice,enter Top Word Pairs in Tweet in G7:
[17] publication,day [17] day,palgraveeducate [17] palgraveeducate,book [17] book,explore [17] explore,#scienceteacher [17] #scienceteacher,professional [17] professional,development [16] rushtondr,publication [6] science,teacher [6] teacher,training Top Word Pairs in Tweet in G8:
[7] #scied,#scienceteacher [7] contribute,#scied [7] #scied,research [7] research,receive [7] receive,stipend [7] stipend,doing [7] doing,already [7] already,free [7] free,access [7] access,research Top Word Pairs in Tweet in G9:
[35] #science,#scienceteacher [20] #scienceteacher,#scratch3 [20] #scratch3,#secondary [20] #secondary,#security [20] district,spending [20] spending,history [20] history,predicted [20] predicted,estimates [20] estimates,2020 [20] 2020,#science Top Word Pairs in Tweet in G10:
[28] help,#scienceteacher [27] first,project [27] project,live [27] live,help [27] #scienceteacher,microscopes [27] microscopes,online [27] online,person [27] person,thanks [27] thanks,allstate [26] mrsrubio_ems,first Top Replied-To in Entire Graph:
Top Replied-To in G7:
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: