The graph represents a network of 693 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, 26 November 2022 at 02:16 UTC.
The requested start date was Saturday, 26 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 114-day, 20-hour, 23-minute period from Monday, 01 August 2022 at 08:18 UTC to Thursday, 24 November 2022 at 04:42 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 : 693
Unique Edges : 486
Edges With Duplicates : 1764
Total Edges : 2250
Number of Edge Types : 5
Retweet : 724
MentionsInRetweet : 910
Tweet : 205
Mentions : 383
Replies to : 28
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.0727482678983834
Reciprocated Edge Ratio : 0.135629709364909
Connected Components : 75
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 386
Maximum Edges in a Connected Component : 1645
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.902479
Graph Density : 0.00193720858460743
Modularity : 0.368435
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 693 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, 26 November 2022 at 02:16 UTC.
The requested start date was Saturday, 26 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 114-day, 20-hour, 23-minute period from Monday, 01 August 2022 at 08:18 UTC to Thursday, 24 November 2022 at 04:42 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] looking,forward [8] edtechne,uniofgalway [6] science,project [6] uniofgalway,edtechne [6] watch,space [5] unesco_cfrc,edtechne [5] authors,'perspectives [5] exciting,times [5] morning,time [5] science,survey 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:
[2] #scienceteacher,#scienceed [2] #scienceed,#steam [2] #scienceed,#scichat [2] #scienceed,#nutritioned [2] 2022,2023 [2] #scienceed,#stem [2] 2023,nj [2] year,#scienceed [2] science,education [2] #science,#scienceed Top Word Pairs in Tweet in G6:
[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 G7:
[2] speediecelt,galwayaquarium [2] ultrajessamyn,researchnuig [2] presidentcmlog,nuigsu [2] nuigsu,scientix_eu [2] galwayscience,corkscience [2] galwayaquarium,galwayscience [2] vmcc_scienceed,ultrajessamyn [2] corkscience,lifetimelabcork [2] scientix_eu,edtechne [2] researchnuig,speediecelt Top Word Pairs in Tweet in G8:
[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 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:
[13] response,curiosity [13] videos,textbook [13] hands,outdoors [11] science,natural [11] natural,response [9] curiosity,best [9] best,hands [9] outdoors,maybe [9] maybe,videos [8] glimpse,diversity Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: