The graph represents a network of 663 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, 19 November 2022 at 02:16 UTC.
The requested start date was Saturday, 19 November 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 94-day, 15-hour, 34-minute period from Monday, 01 August 2022 at 08:18 UTC to Thursday, 03 November 2022 at 23:53 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 : 663
Unique Edges : 453
Edges With Duplicates : 1688
Total Edges : 2141
Number of Edge Types : 5
Retweet : 693
MentionsInRetweet : 860
Tweet : 191
Mentions : 370
Replies to : 27
Self-Loops : 196
Reciprocated Vertex Pair Ratio : 0.0695121951219512
Reciprocated Edge Ratio : 0.129988597491448
Connected Components : 71
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 377
Maximum Edges in a Connected Component : 1597
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.884946
Graph Density : 0.00199814994554643
Modularity : 0.362709
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 663 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, 19 November 2022 at 02:16 UTC.
The requested start date was Saturday, 19 November 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 94-day, 15-hour, 34-minute period from Monday, 01 August 2022 at 08:18 UTC to Thursday, 03 November 2022 at 23:53 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] #scied,#scienceed [71] insight,direction [71] direction,implementation [71] #coding,#onted [71] #onted,science [71] implementation,#coding [71] science,technology [71] articles,insight [70] lisaannefloyd,articles [69] technology,curriculum Top Word Pairs in Tweet in G1:
[71] #scied,#scienceed [61] #scienceed,#stemed [61] #stemed,#ngss [53] #ngss,#ngsschat [50] stemteachtools,teachers [33] leverage,students [28] help,students [28] science,learning [25] value,leverage [25] identify,value Top Word Pairs in Tweet in G2:
[8] edtechne,uniofgalway [7] looking,forward [6] uniofgalway,edtechne [6] science,project [6] watch,space [5] science,survey [5] exciting,times [5] authors,'perspectives [5] education,research' [5] edtechne,'s Top Word Pairs in Tweet in G3:
[71] articles,insight [71] insight,direction [71] direction,implementation [71] science,technology [71] implementation,#coding [71] #onted,science [71] #coding,#onted [70] lisaannefloyd,articles [69] technology,curriculum [2] support,group Top Word Pairs in Tweet in G4:
[17] drjohnodonoghue,re [12] lindadoyle,visiting [12] public,engagement [12] europe,largest [12] morning,#scienceed [12] dawn,morning [12] visiting,currentchemirl [12] thank,tcddublin [12] tcddublin,provost [12] drjohnodonoghue,huge Top Word Pairs in Tweet in G5:
[6] mini,conference [5] uniofgalway,delighted [5] kicked,morning [5] conference,kicked [5] 1st,#teachersinresidence [5] #teachersinresidence,mini [5] morning,uniofgalway [4] curamdevices,1st [4] delighted,icragcâ [3] scientists,young Top Word Pairs in Tweet in G6:
[2] year,#scienceed [2] 2023,nj [2] #science,#scienceed [2] #scienceed,#stem [2] #scienceed,#scichat [2] #scienceed,#nutritioned [2] #scienceed,#steam [2] 2022,2023 [2] #scienceteacher,#scienceed [2] science,education Top Word Pairs in Tweet in G7:
[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 G8:
[11] based,plant [10] animal,structures [10] #artsintegration,#edchat [10] plant,animal [10] #edchat,#teaching [10] #teaching,#k12 [9] science,pbl [8] structures,science [8] gr4s,begin [7] #learning,#teachertwitter Top Word Pairs in Tweet in G9:
[2] insight,industry [2] experience,delivered [2] special,thanks [2] story,special [2] asked,#stint2022 [2] give,insight [2] #stint2022,#interns [2] team,hosting [2] #interns,give [2] delivered,check 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 G2:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: