The graph represents a network of 483 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, 17 October 2020 at 00:33 UTC.
The requested start date was Saturday, 17 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 76-day, 2-hour, 48-minute period from Saturday, 01 August 2020 at 14:44 UTC to Friday, 16 October 2020 at 17:33 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 : 483
Unique Edges : 402
Edges With Duplicates : 725
Total Edges : 1127
Number of Edge Types : 5
Retweet : 255
MentionsInRetweet : 392
Mentions : 301
Tweet : 150
Replies to : 29
Self-Loops : 151
Reciprocated Vertex Pair Ratio : 0.0848056537102474
Reciprocated Edge Ratio : 0.156351791530945
Connected Components : 108
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 54
Maximum Edges in a Connected Component : 285
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.094074
Graph Density : 0.00263738907072842
Modularity : 0.511798
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 483 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, 17 October 2020 at 00:33 UTC.
The requested start date was Saturday, 17 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 76-day, 2-hour, 48-minute period from Saturday, 01 August 2020 at 14:44 UTC to Friday, 16 October 2020 at 17:33 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:
[36] threw,together [36] together,lil [36] lil,graphic [36] graphic,last [36] last,night [36] night,represent [36] represent,inherent [36] inherent,connections [36] connections,sometimes [36] sometimes,consider Top Word Pairs in Tweet in G1:
[16] scienceirel,vmcc_scienceed [16] vmcc_scienceed,researchatnuig [16] researchatnuig,nuigalway [16] nuigalway,nuigsu [14] nuigsu,murielgrenon [13] cellexplorers,sarahlrcarroll [13] sarahlrcarroll,scienceirel [9] murielgrenon,cconcannonsci [9] cconcannonsci,s_mc_g [9] s_mc_g,shanemcc Top Word Pairs in Tweet in G2:
[20] web,site [20] middle,hs [20] hs,life [20] life,sci [20] sci,bio [20] bio,teachers [20] teachers,anyone [20] anyone,familiar [20] familiar,uncovering [20] uncovering,st Top Word Pairs in Tweet in G3:
[4] #scienceed,#teach180 [3] ice,cream [3] #stemed,#stemeducation [3] students,made [3] #biochat,#scienceed [3] solar,system [2] #scienceed,#science [2] #scienceed,#edchat [2] answer,sheets [2] #scienceed,#stemed Top Word Pairs in Tweet in G4:
[35] threw,together [35] together,lil [35] lil,graphic [35] graphic,last [35] last,night [35] night,represent [35] represent,inherent [35] inherent,connections [35] connections,sometimes [35] sometimes,consider Top Word Pairs in Tweet in G5:
[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 Top Word Pairs in Tweet in G6:
[6] recent,interview [6] interview,hannah [6] hannah,cheek [6] cheek,pearsonprimary [6] pearsonprimary,exploring [6] exploring,ways [6] ways,diversify [6] diversify,science [6] science,curriculum [5] doc_b_brown,recent Top Word Pairs in Tweet in G7:
[7] relevant,research [7] research,times [6] times,deep [6] deep,knowledge [6] knowledge,learning [6] learning,teach [6] teach,science [6] science,understanding [6] understanding,equity [5] tcrecord,relevant Top Word Pairs in Tweet in G8:
[5] lesson,plans [4] virginia,discoveryed [4] discoveryed,#science [4] #science,experience [4] experience,provides [4] provides,lesson [4] plans,embedded [4] embedded,formative [4] formative,assessments [4] assessments,activities Top Word Pairs in Tweet in G9:
[5] very,useful [5] respond,below [5] below,friend [4] serious,food [4] food,thought [4] thought,achievement [4] achievement,gap [4] gap,between [4] between,deis [4] deis,non Top Word Pairs in Tweet in G10:
[3] rattiom32,hello_hi_vera [3] hello_hi_vera,jimsciutto [2] selected,solar [2] solar,system [2] system,objects [2] objects,scale [2] scale,size [2] size,rotation [2] rotation,speed [2] speed,axial Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: