The graph represents a network of 748 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, 23 April 2022 at 01:15 UTC.
The requested start date was Saturday, 23 April 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 110-day, 6-hour, 10-minute period from Saturday, 01 January 2022 at 17:19 UTC to Thursday, 21 April 2022 at 23:29 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 : 748
Unique Edges : 747
Edges With Duplicates : 1383
Total Edges : 2130
Number of Edge Types : 5
Mentions : 681
Retweet : 467
MentionsInRetweet : 721
Tweet : 174
Replies to : 87
Self-Loops : 179
Reciprocated Vertex Pair Ratio : 0.0689655172413793
Reciprocated Edge Ratio : 0.129032258064516
Connected Components : 109
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 313
Maximum Edges in a Connected Component : 1357
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.436077
Graph Density : 0.00199729398878938
Modularity : 0.451582
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 748 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, 23 April 2022 at 01:15 UTC.
The requested start date was Saturday, 23 April 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 110-day, 6-hour, 10-minute period from Saturday, 01 January 2022 at 17:19 UTC to Thursday, 21 April 2022 at 23:29 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:
[45] vmcc_scienceed,nuigalway [44] edtechne,vmcc_scienceed [38] years,ago [37] ml_mcn,edtechne [35] created,several [35] several,years [35] ago,explain [35] explain,concept [35] concept,#phylogeny [35] #phylogeny,class Top Word Pairs in Tweet in G1:
[45] vmcc_scienceed,nuigalway [44] edtechne,vmcc_scienceed [37] ml_mcn,edtechne [21] nuigalway,congratulations [13] well,done [12] congratulations,dr [9] edtechne,nuigalway [9] looking,forward [9] dr,mcnamara [8] school,education Top Word Pairs in Tweet in G2:
[14] book,talks [14] #mathed,#scienceed [13] climate,learning [13] learning,tools [13] tools,one [13] one,place [13] place,check [13] check,#climatelearning [12] stemteachtools,climate [12] andrewsinst_tcu,meet Top Word Pairs in Tweet in G3:
[3] #science,#scienceed [3] #stem,#steam [3] #scienceed,#scichat [3] #montessoribiology,#scienceed [3] #scienceed,#lifesciences [3] #lifesciences,#blendedlearning [3] #blendedlearning,#elearning [3] #elearning,#homeschool [2] #stem,#usabo [2] #usabo,#science Top Word Pairs in Tweet in G4:
[34] created,several [34] several,years [34] years,ago [34] ago,explain [34] explain,concept [34] concept,#phylogeny [34] #phylogeny,class [34] class,#easterbunnies [34] #easterbunnies,come [33] el_bamforth,created Top Word Pairs in Tweet in G5:
[12] honored,part [12] part,natgeoeducation [12] natgeoeducation,team [12] team,created [12] created,online [12] online,course [12] course,teachers [12] teachers,storytelling [12] storytelling,impact [11] cinehead,honored Top Word Pairs in Tweet in G6:
[27] #prideandexcellence,#phearce [24] #phearce,#scienceed [22] openscied,#prideandexcellence [19] #scienceed,#ngss [10] love,grossing [10] grossing,students [8] cold,cup [8] #stem,#steam [8] hail,storm [8] whittlescience,kicking Top Word Pairs in Tweet in G7:
[11] edtechne,research [7] webinar,series [7] research,project [7] project,webinar [5] ultrajessamyn,vmcc_scienceed [4] research,webinar [4] series,live [4] live,living [4] living,labs [4] labs,open Top Word Pairs in Tweet in G8:
[4] #thankyou,many [4] many,groups [4] groups,programs [4] programs,provided [4] provided,opportunities [4] opportunities,grow [4] grow,create [4] create,learning [4] learning,matters [3] mr_amidon,#thankyou Top Word Pairs in Tweet in G9:
[9] #anatomy,#puzzle [8] #puzzle,kickstarter [7] rosalind,franklin [7] franklin,chemist [7] chemist,forgotten [7] forgotten,discussing [7] discussing,dna [7] dna,imaging [7] imaging,revealed [7] revealed,double Top Word Pairs in Tweet in G10:
[25] scientific,thinking [25] thinking,essential [25] essential,students [25] students,those [25] those,pursuing [25] pursuing,science [25] science,careers [25] careers,report [25] report,recommends [25] recommends,actions Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
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: