The graph represents a network of 622 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, 09 April 2022 at 00:43 UTC.
The requested start date was Saturday, 09 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 95-day, 1-hour, 41-minute period from Saturday, 01 January 2022 at 17:19 UTC to Wednesday, 06 April 2022 at 19:01 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 : 622
Unique Edges : 679
Edges With Duplicates : 1085
Total Edges : 1764
Number of Edge Types : 5
Retweet : 364
MentionsInRetweet : 574
Mentions : 595
Replies to : 79
Tweet : 152
Self-Loops : 156
Reciprocated Vertex Pair Ratio : 0.0739910313901345
Reciprocated Edge Ratio : 0.137787056367432
Connected Components : 95
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 273
Maximum Edges in a Connected Component : 1153
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.402914
Graph Density : 0.00248018184548312
Modularity : 0.464461
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 622 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, 09 April 2022 at 00:43 UTC.
The requested start date was Saturday, 09 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 95-day, 1-hour, 41-minute period from Saturday, 01 January 2022 at 17:19 UTC to Wednesday, 06 April 2022 at 19:01 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:
[44] vmcc_scienceed,nuigalway [43] 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:
[44] vmcc_scienceed,nuigalway [43] edtechne,vmcc_scienceed [37] ml_mcn,edtechne [21] nuigalway,congratulations [16] edtechne,research [14] congratulations,dr [13] research,project [13] project,webinar [12] school,education [11] well,done Top Word Pairs in Tweet in G2:
[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] #mathed,#scienceed [12] stemteachtools,climate Top Word Pairs in Tweet in G3:
[3] #science,#scienceed [3] #stem,#steam [2] #stem,#usabo [2] #usabo,#science [2] #science,#stemcareers [2] #stemcareers,#stemcareer [2] #stemed,#scienceed [2] #scienceed,#cee1983 [2] #artsed,#scienceed [2] #stem,#scienceed Top Word Pairs in Tweet in G4:
[2] well,done [2] irishsciteach,drjohnodonoghue [2] drjohnodonoghue,eilishmclough [2] eilishmclough,castel_dcu [2] castel_dcu,epistem_ul [2] epistem_ul,btyste [2] btyste,vmcc_scienceed [2] vmcc_scienceed,colaiste_muire 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:
[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 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:
[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 G9:
[2] well,done [2] edtechne,nuigalway [2] looking,forward 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 G4:
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: