The graph represents a network of 548 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, 03 October 2020 at 00:33 UTC.
The requested start date was Saturday, 03 October 2020 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 93-day, 2-hour, 56-minute period from Wednesday, 01 July 2020 at 16:04 UTC to Friday, 02 October 2020 at 19:00 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 : 548
Unique Edges : 416
Edges With Duplicates : 706
Total Edges : 1122
Number of Edge Types : 5
Mentions : 236
Retweet : 279
MentionsInRetweet : 416
Tweet : 168
Replies to : 23
Self-Loops : 169
Reciprocated Vertex Pair Ratio : 0.054421768707483
Reciprocated Edge Ratio : 0.103225806451613
Connected Components : 117
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 161
Maximum Edges in a Connected Component : 423
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.747757
Graph Density : 0.00206834892379135
Modularity : 0.541175
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 548 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, 03 October 2020 at 00:33 UTC.
The requested start date was Saturday, 03 October 2020 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 93-day, 2-hour, 56-minute period from Wednesday, 01 July 2020 at 16:04 UTC to Friday, 02 October 2020 at 19:00 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:
[21] middle,hs [21] hs,life [21] life,sci [21] sci,bio [21] bio,teachers [21] teachers,anyone [21] anyone,familiar [21] familiar,uncovering [21] uncovering,st [21] st,ideas Top Word Pairs in Tweet in G1:
[7] iopiteachers,iop_ireland [4] well,done [4] vmcc_scienceed,iopiteachers [3] iop_ireland,castel_dcu [3] castel_dcu,edtechne [3] sexual,harassment [3] stellar,time [3] time,presenting [3] presenting,virtual [3] virtual,online Top Word Pairs in Tweet in G2:
[21] middle,hs [21] hs,life [21] life,sci [21] sci,bio [21] bio,teachers [21] teachers,anyone [21] anyone,familiar [21] familiar,uncovering [21] uncovering,st [21] st,ideas Top Word Pairs in Tweet in G3:
[3] #scicomm,#research [3] #research,#sciencematters [3] #sciencematters,#science [3] #science,#researcher [3] #researcher,#edutwitter [3] #edutwitter,#education [3] #education,#philosophy [3] #philosophy,#university [3] #university,#educationcannotwait [3] #educationcannotwait,#educateyourself Top Word Pairs in Tweet in G4:
[15] doc_b_brown,thanks [13] thanks,jste1924 [13] jste1924,allowing [13] allowing,publish [13] publish,more [13] more,convinced [13] convinced,potential [13] potential,value [13] value,added [12] added,techn Top Word Pairs in Tweet in G5:
[18] science,friday [16] friday,summer [16] summer,institute [13] watched,fireworks [13] fireworks,show [13] show,wondered [13] wondered,different [13] different,colors [13] colors,amazing [13] amazing,reds Top Word Pairs in Tweet in G6:
[6] attn,#scienceed [6] #scienceed,peeps [6] peeps,spread [6] spread,word [6] word,apply [6] apply,bpenuel [6] bpenuel,jbintzbscs [6] jbintzbscs,abeslo [6] abeslo,sarahopenscied [6] sarahopenscied,shmoovyshmoov Top Word Pairs in Tweet in G7:
[2] #scienceed,#ngss [2] #ngss,pjfried [2] pjfried,laura_z1127 [2] laura_z1127,likescied [2] likescied,sharonjlynch [2] sharonjlynch,uncresearch [2] uncresearch,mizzoueducation [2] mizzoueducation,bioteachk [2] bioteachk,rhiannonmckee [2] article,dr Top Word Pairs in Tweet in G8:
[5] #edchatie,#scienceed [5] science,teachers [5] very,useful [5] respond,below [5] below,friend [4] serious,food [4] food,thought [4] thought,achievement [4] achievement,gap [4] gap,between Top Word Pairs in Tweet in G9:
[10] news,matic [4] matic,spoke [4] science_academy,inviting [4] inviting,#students [4] #students,cameras [4] cameras,ready [4] ready,spot [4] spot,#maths [4] #maths,part [4] part,sciencexart Top Word Pairs in Tweet in G10:
[4] lesson,plans [4] packages,vernierst [4] vernierst,samlabs [4] samlabs,give [4] give,teachers [4] teachers,cost [4] cost,effective [4] effective,way [4] way,#middleschool [4] #middleschool,students Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: