The graph represents a network of 425 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, 29 August 2020 at 00:51 UTC.
The requested start date was Saturday, 29 August 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 81-day, 16-hour, 1-minute period from Monday, 01 June 2020 at 01:20 UTC to Friday, 21 August 2020 at 17:22 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 : 425
Unique Edges : 347
Edges With Duplicates : 581
Total Edges : 928
Number of Edge Types : 5
Retweet : 229
MentionsInRetweet : 361
Tweet : 130
Replies to : 19
Mentions : 189
Self-Loops : 134
Reciprocated Vertex Pair Ratio : 0.0703933747412008
Reciprocated Edge Ratio : 0.131528046421663
Connected Components : 82
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 352
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.853988
Graph Density : 0.00286903440621532
Modularity : 0.529279
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 425 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, 29 August 2020 at 00:51 UTC.
The requested start date was Saturday, 29 August 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 81-day, 16-hour, 1-minute period from Monday, 01 June 2020 at 01:20 UTC to Friday, 21 August 2020 at 17:22 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:
[18] #onlinelesson,#onlinelearning [18] doc_b_brown,thanks [18] science,friday [16] friday,summer [16] summer,institute [15] thanks,jste1924 [15] jste1924,allowing [15] allowing,publish [15] publish,more [15] more,convinced Top Word Pairs in Tweet in G1:
[8] parents,students [8] students,voice [8] voice,heard [8] heard,schooling [8] schooling,home [8] home,survey [8] survey,co [8] co,g6hb19mes3 [8] g6hb19mes3,edtechne [7] edtechne,parents Top Word Pairs in Tweet in G2:
[16] doc_b_brown,thanks [14] thanks,jste1924 [14] jste1924,allowing [14] allowing,publish [14] publish,more [14] more,convinced [14] convinced,potential [14] potential,value [14] value,added [13] added,techn Top Word Pairs in Tweet in G3:
[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 G4:
[18] #onlinelesson,#onlinelearning [11] #scienceed,#stem [9] online,lesson [8] #onlinelearning,#scienceed [4] learn,more [4] lesson,learn [4] practice,questions [4] questions,available [4] before,watching [4] #stem,#onlinelesson Top Word Pairs in Tweet in G5:
[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 G6:
[10] part,zoom [10] lamar,tx [7] coming,soon [7] soon,complete [7] complete,overhaul [7] overhaul,uncovering [7] uncovering,student [7] student,ideas [7] ideas,web [7] web,site Top Word Pairs in Tweet in G7:
[5] metacognition,look [5] look,#science [5] #science,lessons [5] lessons,#scienceed [5] #scienceed,#scienceteacher [5] #scienceteacher,#stem [5] news,matic [4] during,saturday [4] saturday,adventures [4] adventures,learning Top Word Pairs in Tweet in G8:
[5] apply,schools [5] schools,#literature [5] #literature,#socialstudies [5] #socialstudies,#scienceed [5] #scienceed,etc [5] etc,process [5] process,school [5] school,district [5] another,reason [5] reason,#medialiteracy Top Word Pairs in Tweet in G9:
[3] #scienceed,#ngss [3] #ngss,pjfried [3] pjfried,laura_z1127 [3] laura_z1127,likescied [3] likescied,sharonjlynch [3] sharonjlynch,uncresearch [3] uncresearch,mizzoueducation [3] mizzoueducation,bioteachk [3] bioteachk,rhiannonmckee [2] article,dr Top Word Pairs in Tweet in G10:
[5] need,children's [5] children's,book [5] book,ideas [5] ideas,teaching [5] teaching,structure [5] structure,function [5] function,animals [5] animals,1st [5] 1st,2nd [5] 2nd,grade Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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 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: