The graph represents a network of 681 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, 16 April 2022 at 00:42 UTC.
The requested start date was Saturday, 16 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 103-day, 4-hour, 26-minute period from Saturday, 01 January 2022 at 17:19 UTC to Thursday, 14 April 2022 at 21:45 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 : 681
Unique Edges : 737
Edges With Duplicates : 1179
Total Edges : 1916
Number of Edge Types : 5
MentionsInRetweet : 632
Replies to : 84
Retweet : 399
Tweet : 160
Mentions : 641
Self-Loops : 164
Reciprocated Vertex Pair Ratio : 0.0711340206185567
Reciprocated Edge Ratio : 0.132820019249278
Connected Components : 104
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 1271
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.518172
Graph Density : 0.00224367279951628
Modularity : 0.450965
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 681 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, 16 April 2022 at 00:42 UTC.
The requested start date was Saturday, 16 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 103-day, 4-hour, 26-minute period from Saturday, 01 January 2022 at 17:19 UTC to Thursday, 14 April 2022 at 21:45 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 [37] ml_mcn,edtechne [29] #prideandexcellence,#phearce [26] scientific,thinking [25] thinking,essential [25] essential,students [25] students,those [25] those,pursuing [25] pursuing,science Top Word Pairs in Tweet in G1:
[12] edtechne,research [10] looking,forward [9] webinar,series [8] research,project [8] project,webinar [7] congratulations,dr [6] well,done [6] research,webinar [6] school,education [6] edtechne,nuigalway Top Word Pairs in Tweet in G2:
[14] #mathed,#scienceed [14] book,talks [13] climate,learning [13] learning,tools [13] tools,one [13] one,place [13] place,check [13] check,#climatelearning [12] andrewsinst_tcu,meet [12] stemteachtools,climate Top Word Pairs in Tweet in G3:
[44] edtechne,vmcc_scienceed [44] vmcc_scienceed,nuigalway [37] ml_mcn,edtechne [20] nuigalway,congratulations [7] congratulations,dr [7] end,very [7] very,enjoyable [7] enjoyable,#phd [7] #phd,journey [7] journey,edtechne Top Word Pairs in Tweet in G4:
[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 G5:
[27] #prideandexcellence,#phearce [24] #phearce,#scienceed [22] openscied,#prideandexcellence [18] #scienceed,#ngss [10] love,grossing [10] grossing,students [8] whittlescience,love [8] cold,cup [8] #stem,#steam [8] hail,storm Top Word Pairs in Tweet in G6:
[2] looking,forward [2] well,done [2] edtechne,nuigalway [2] thank,veronica Top Word Pairs in Tweet in G7:
[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 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:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: