The graph represents a network of 604 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, 24 December 2022 at 02:15 UTC.
The requested start date was Saturday, 24 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 113-day, 21-hour, 33-minute period from Thursday, 01 September 2022 at 00:15 UTC to Friday, 23 December 2022 at 21:48 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 : 604
Unique Edges : 469
Edges With Duplicates : 1240
Total Edges : 1709
Number of Edge Types : 5
Mentions : 377
Tweet : 148
Retweet : 478
MentionsInRetweet : 675
Replies to : 31
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.0738786279683377
Reciprocated Edge Ratio : 0.137592137592138
Connected Components : 87
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 747
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.738938
Graph Density : 0.00223496205506683
Modularity : 0.423375
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 604 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, 24 December 2022 at 02:15 UTC.
The requested start date was Saturday, 24 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 113-day, 21-hour, 33-minute period from Thursday, 01 September 2022 at 00:15 UTC to Friday, 23 December 2022 at 21:48 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] science,project [8] uniofgalway,edtechne [8] morning,uniofgalway [8] looking,forward [8] mini,conference [7] conference,kicked [7] 1st,#teachersinresidence [7] #teachersinresidence,mini 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] #scienceed,#stemed [35] #stemed,#ngss [31] stemteachtools,teachers [27] #ngss,#ngsschat [15] formative,assessment [14] help,students [14] teachers,help [14] 3d,formative [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:
[10] response,curiosity [10] hands,outdoors [10] videos,textbook [6] #stem,#scienceed [6] #dyslexia,#stem [6] science,students [6] students,dyslexia [6] #scienceed,#homeschool [6] natural,response [6] homeschool,science Top Word Pairs in Tweet in G6:
[2] #stint2022,#interns [2] special,thanks [2] delivered,check [2] team,hosting [2] physicsdeptul,physicsuofg [2] physicsuofg,dcu_ioe [2] insight,industry [2] asked,#stint2022 [2] #shapingsharedfutures,#inspiringinnovativelearning [2] industry,experience Top Word Pairs in Tweet in G7:
[11] based,plant [10] animal,structures [10] plant,animal [9] science,pbl [8] structures,science [8] gr4s,begin [7] help,students [6] noisy,bet [6] #learning,#teachertwitter [6] #scienceed,#steam 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:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: