The graph represents a network of 1,419 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, 27 February 2021 at 01:11 UTC.
The requested start date was Saturday, 27 February 2021 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 86-day, 22-hour, 35-minute period from Tuesday, 01 December 2020 at 00:12 UTC to Thursday, 25 February 2021 at 22:47 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 : 1419
Unique Edges : 882
Edges With Duplicates : 2426
Total Edges : 3308
Number of Edge Types : 5
Retweet : 773
MentionsInRetweet : 1011
Tweet : 769
Mentions : 693
Replies to : 62
Self-Loops : 802
Reciprocated Vertex Pair Ratio : 0.0560519902518278
Reciprocated Edge Ratio : 0.106153846153846
Connected Components : 446
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 373
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.167897
Graph Density : 0.000646077662510896
Modularity : 0.421656
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,419 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, 27 February 2021 at 01:11 UTC.
The requested start date was Saturday, 27 February 2021 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 86-day, 22-hour, 35-minute period from Tuesday, 01 December 2020 at 00:12 UTC to Thursday, 25 February 2021 at 22:47 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:
[116] #science,#scienceteacher [74] #scienceteaching,#scienceteacher [71] #homeschooling,#homeschool [67] nominations,open [67] open,2021 [67] 2021,prime [67] prizes,science [67] science,nominate [67] nominate,#scientist [67] #scientist,#innovator Top Word Pairs in Tweet in G1:
[28] #science,#scienceteacher [11] science,teacher [10] #science,#chemistry [9] #teacher,#teachers [9] #scienceteacher,#science [8] #scienceteacher,#mathteacher [8] apply,#teacherjobs [7] high,school [7] #edutwitter,#scienceteacher [7] science,teachers Top Word Pairs in Tweet in G2:
[52] amazing,look [52] look,earthquakes [52] earthquakes,3d [52] 3d,both [52] both,location [52] location,representation [52] representation,depth [52] depth,something [52] something,little [52] little,different Top Word Pairs in Tweet in G3:
[67] nominations,open [67] open,2021 [67] 2021,prime [67] prizes,science [67] science,nominate [67] nominate,#scientist [67] #scientist,#innovator [66] sciencegovau,nominations [64] prime,ministerâ [64] ministerâ,prizes Top Word Pairs in Tweet in G4:
[21] #scienceteacher,#stem [19] #sciencetwitter,#academictwitter [18] #sciencestudent,#scienceteacher [18] #stem,#scicom [16] #science,#sciencestudent [15] #academictwitter,#gradschool [13] website,#science [10] #phd,#sciencetwitter [9] #science,#fashion [9] #myscienceboutique,#sciencetwitter Top Word Pairs in Tweet in G5:
[9] 6th,graders [8] graders,completed [8] completed,rigorous [8] rigorous,#nasa [8] #nasa,training [8] training,session [8] session,become [8] become,next [8] next,generation [8] generation,#astronauts Top Word Pairs in Tweet in G6:
[5] recruiting,core [5] core,subjects [5] subjects,please [5] please,check [5] check,website [5] website,tes [5] tes,#scienceteacher [5] #scienceteacher,#mathsteacher [5] #mathsteacher,#englishteacher [4] hayfield_school,recruiting Top Word Pairs in Tweet in G7:
[29] scientist,svg [29] svg,mad [29] mad,scientist [29] scientist,etsy [29] etsy,#svg [29] #svg,#cartoonscientist [29] #cartoonscientist,#science [29] #science,#mascot [29] #mascot,#scienceteacher [28] beartshirt,scientist Top Word Pairs in Tweet in G8:
[21] paper,model [14] paper,models [9] #biologyteacher,#scienceteacher [7] #apbiology,#ibbiology [7] edvotek,edge [7] science,teachers [6] #stem,#scienceteacher [6] #scienceteacher,#middleschoolscience [6] remote,science [5] #stemteacher,#biologyteacher Top Word Pairs in Tweet in G9:
[31] bishop_vaughan,cefnhengoed [31] cefnhengoed,dylanthomas_sch [31] dylanthomas_sch,pentrehafod [31] pentrehafod,stjosephscomp [31] stjosephscomp,maestegschool [31] maestegschool,ysgolcwmbrombil [31] ysgolcwmbrombil,swanscience [24] swanscience,swanseauni [22] swanseauni,trioscicymru [19] #scienceteacher,#stemeducation Top Word Pairs in Tweet in G10:
[46] #science,#scienceteacher [27] #scienceteacher,#scratch3 [27] #scratch3,#secondary [27] #secondary,#security [25] district,spending [25] spending,history [25] history,predicted [25] predicted,estimates [25] estimates,2020 [25] 2020,#science Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G8:
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: