The graph represents a network of 586 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 17 December 2022 at 02:15 UTC.
The requested start date was Saturday, 17 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 106-day, 19-hour, 41-minute period from Thursday, 01 September 2022 at 00:15 UTC to Friday, 16 December 2022 at 19:56 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 : 586
Unique Edges : 457
Edges With Duplicates : 1229
Total Edges : 1686
Number of Edge Types : 5
Tweet : 144
Retweet : 473
MentionsInRetweet : 668
Mentions : 370
Replies to : 31
Self-Loops : 151
Reciprocated Vertex Pair Ratio : 0.0751677852348993
Reciprocated Edge Ratio : 0.139825218476904
Connected Components : 80
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 744
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.740972
Graph Density : 0.0023365712785508
Modularity : 0.420274
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 586 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 17 December 2022 at 02:15 UTC.
The requested start date was Saturday, 17 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 106-day, 19-hour, 41-minute period from Thursday, 01 September 2022 at 00:15 UTC to Friday, 16 December 2022 at 19:56 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 : scienceed
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:
[71] implementation,#coding [71] insight,direction [71] #onted,science [71] direction,implementation [71] articles,insight [71] #coding,#onted [71] science,technology [70] lisaannefloyd,articles [69] technology,curriculum [47] #scied,#scienceed Top Word Pairs in Tweet in G1:
[13] edtechne,uniofgalway [9] uniofgalway,delighted [8] uniofgalway,edtechne [8] science,project [8] mini,conference [8] looking,forward [8] morning,uniofgalway [7] kicked,morning [7] conference,kicked [7] 1st,#teachersinresidence Top Word Pairs in Tweet in G2:
[71] implementation,#coding [71] #onted,science [71] science,technology [71] direction,implementation [71] articles,insight [71] insight,direction [71] #coding,#onted [70] lisaannefloyd,articles [69] technology,curriculum [2] technology,curriculumâ Top Word Pairs in Tweet in G3:
[42] #scied,#scienceed [35] #stemed,#ngss [35] #scienceed,#stemed [31] stemteachtools,teachers [27] #ngss,#ngsschat [15] formative,assessment [14] 3d,formative [14] teachers,help [14] help,students [12] ways,knowing Top Word Pairs in Tweet in G4:
[17] drjohnodonoghue,re [12] public,engagement [12] morning,#scienceed [12] huge,thank [12] drjohnodonoghue,huge [12] outdoor,event [12] provost,lindadoyle [12] largest,outdoor [12] dawn,morning [12] team,currentchemirl Top Word Pairs in Tweet in G5:
[2] insight,industry [2] experience,delivered [2] special,thanks [2] professional,diploma [2] story,special [2] physicsdeptul,physicsuofg [2] asked,#stint2022 [2] give,insight [2] #stint2022,#interns [2] team,hosting Top Word Pairs in Tweet in G6:
[10] videos,textbook [10] response,curiosity [10] hands,outdoors [6] outdoors,videos [6] #stem,#scienceed [6] homeschool,science [6] natural,response [6] #dyslexia,#stem [6] students,dyslexia [6] textbook,needed Top Word Pairs in Tweet in G7:
[11] based,plant [10] plant,animal [10] animal,structures [9] science,pbl [8] gr4s,begin [8] structures,science [7] help,students [6] playlist,youtube [6] video,playlist [6] second,week Top Word Pairs in Tweet in G9:
[4] dr,gmooneysimmie [4] epistem_ul,hear [4] meeting,wonderful [4] euerasmusplus,meeting [4] kicking,estaprojecteu [4] gmooneysimmie,kicking [4] estaprojecteu,euerasmusplus [4] wonderful,epistem_ul [3] sorchaniaodh,dr [2] showcasing,scifest4stem Top Word Pairs in Tweet in G10:
[7] science,education [7] tc_mst,science [7] billy,green [7] teacherscollege,tc_mst [7] green,teacherscollege [7] student,#scienceed [7] #scienceed,#teacherprep [7] education,phd [7] phd,student [7] congratulations,billy Top Replied-To in Entire Graph:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: