The graph represents a network of 682 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, 02 April 2022 at 00:42 UTC.
The requested start date was Saturday, 02 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 120-day, 21-hour, 35-minute period from Wednesday, 01 December 2021 at 00:36 UTC to Thursday, 31 March 2022 at 22:11 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 : 682
Unique Edges : 584
Edges With Duplicates : 1131
Total Edges : 1715
Number of Edge Types : 5
Retweet : 405
MentionsInRetweet : 602
Tweet : 177
Mentions : 500
Replies to : 31
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.0660146699266504
Reciprocated Edge Ratio : 0.123853211009174
Connected Components : 108
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 263
Maximum Edges in a Connected Component : 964
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.951044
Graph Density : 0.0018775218434164
Modularity : 0.469961
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 682 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, 02 April 2022 at 00:42 UTC.
The requested start date was Saturday, 02 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 120-day, 21-hour, 35-minute period from Wednesday, 01 December 2021 at 00:36 UTC to Thursday, 31 March 2022 at 22:11 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:
[38] scientific,thinking [37] thinking,essential [32] essential,students [29] students,those [29] those,pursuing [29] pursuing,science [29] science,careers [29] careers,report [29] report,recommends [29] recommends,actions Top Word Pairs in Tweet in G1:
[17] edtechne,research [14] school,education [14] research,project [14] project,webinar [12] webinar,series [10] looking,forward [8] research,webinar [8] education,edtechne [7] innovative,research [6] series,live Top Word Pairs in Tweet in G2:
[13] climate,learning [13] learning,tools [13] tools,one [13] one,place [13] place,check [13] check,#climatelearning [12] stemteachtools,climate [8] #climatelearning,#scienceâ [6] teach,strict [6] strict,scientific Top Word Pairs in Tweet in G3:
[3] #stem,#steam [2] professional,development [2] #scichat,#scienceed [2] #stem,#usabo [2] #usabo,#science [2] #science,#stemcareers [2] #stemcareers,#stemcareer [2] #scienceed,#cee1983 [2] #stemeducation,#scienceed [2] #stem,#scienceed Top Word Pairs in Tweet in G4:
[11] #mathed,#scienceed [11] andrewsinst_tcu,meet [7] meet,earthquake [7] earthquake,geologist [7] geologist,drwendyrocks [7] drwendyrocks,currently [7] currently,sr [7] sr,#sciencecommunication [7] #sciencecommunication,specialist [7] specialist,iris_epo 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] #scienceed,#ngss [22] openscied,#prideandexcellence [10] flameless,heater [9] heater,mre [8] starting,openscied [8] openscied,#scienceed [8] cold,cup [8] #stem,#steam Top Word Pairs in Tweet in G7:
[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 G8:
[29] scientific,thinking [29] thinking,essential [29] essential,students [29] students,those [29] those,pursuing [29] pursuing,science [29] science,careers [29] careers,report [29] report,recommends [29] recommends,actions Top Word Pairs in Tweet in G9:
[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 G10:
[3] skolinkvisition,asaplsnr [3] asaplsnr,tstarkey1212 [3] tstarkey1212,thereadingape [3] thereadingape,emma_turner75 [2] actual,learning [2] emma_turner75,louis_scienceed [2] please,spread [2] spread,below [2] below,find [2] find,time 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 G9:
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: