The graph represents a network of 809 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, 15 October 2022 at 01:17 UTC.
The requested start date was Saturday, 15 October 2022 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 104-day, 13-hour, 34-minute period from Friday, 01 July 2022 at 05:57 UTC to Thursday, 13 October 2022 at 19:31 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 : 809
Unique Edges : 503
Edges With Duplicates : 2174
Total Edges : 2677
Number of Edge Types : 5
Retweet : 925
MentionsInRetweet : 1128
Tweet : 237
Mentions : 359
Replies to : 28
Self-Loops : 243
Reciprocated Vertex Pair Ratio : 0.0574257425742574
Reciprocated Edge Ratio : 0.108614232209738
Connected Components : 71
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 489
Maximum Edges in a Connected Component : 2058
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.179
Graph Density : 0.00163384694464502
Modularity : 0.363482
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 809 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, 15 October 2022 at 01:17 UTC.
The requested start date was Saturday, 15 October 2022 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 104-day, 13-hour, 34-minute period from Friday, 01 July 2022 at 05:57 UTC to Thursday, 13 October 2022 at 19:31 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:
[100] #scied,#scienceed [93] #stemed,#ngss [93] #scienceed,#stemed [86] #ngss,#ngsschat [68] insight,direction [68] direction,implementation [68] #coding,#onted [68] #onted,science [68] implementation,#coding [68] science,technology Top Word Pairs in Tweet in G1:
[100] #scied,#scienceed [91] #stemed,#ngss [91] #scienceed,#stemed [82] #ngss,#ngsschat [59] stemteachtools,teachers [33] leverage,students [30] stemteachtools,science [29] science,learning [29] science,engineering [27] help,students Top Word Pairs in Tweet in G2:
[9] looking,forward [8] mini,conference [8] morning,uniofgalway [7] uniofgalway,delighted [7] edtechne,uniofgalway [7] kicked,morning [7] conference,kicked [7] 1st,#teachersinresidence [7] #teachersinresidence,mini [6] curamdevices,1st Top Word Pairs in Tweet in G3:
[68] direction,implementation [68] articles,insight [68] implementation,#coding [68] #onted,science [68] #coding,#onted [68] insight,direction [68] science,technology [67] technology,curriculum [67] lisaannefloyd,articles [6] kelleymaharaj,check 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:
[37] still,looking [36] pre,scientists [36] pen,pals [36] stem,professionals [35] scientists,during [35] 400,stem [35] professionals,pen [35] looking,400 [35] pals,pre [35] know,still Top Word Pairs in Tweet in G6:
[33] hiring,postdoc [33] work,focuses [33] socio,scientific [33] uncschoolofed,work [33] focuses,socio [33] postdoc,work [33] projects,uncschoolofed [33] scientific,issues [33] #scienceed,research [33] work,#scienceed Top Word Pairs in Tweet in G7:
[20] few,days [20] shared,making [20] next,few [20] hands,made [20] over,next [20] more,over [20] guided,reading [20] days,gift [20] making,more [20] reading,tasks Top Word Pairs in Tweet in G8:
[3] looking,forward [3] science,education [2] #scienceteacher,#scienceed [2] #scienceed,#steam [2] #scienceed,#nutritioned [2] 2022,2023 [2] learn,more [2] 2023,nj [2] year,#scienceed [2] #science,#scienceed Top Word Pairs in Tweet in G9:
[16] phd,students [10] scienceed,phd [10] looking,free [10] students,looking [10] qualitative,methodologies [10] calling,scienceed [10] methodologies,fab [10] free,course [10] course,qualitative [10] fab,teachers Top Word Pairs in Tweet in G10:
[11] based,plant [10] animal,structures [10] plant,animal [9] #artsintegration,#edchat [9] science,pbl [9] #edchat,#teaching [9] #teaching,#k12 [8] structures,science [8] gr4s,begin [6] noisy,bet Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: