The graph represents a network of 2,837 Twitter users whose recent tweets contained "Science Curriculum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 12 April 2019 at 00:52 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 21-minute period from Tuesday, 02 April 2019 at 10:10 UTC to Friday, 12 April 2019 at 00:31 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 : 2837
Unique Edges : 3018
Edges With Duplicates : 310
Total Edges : 3328
Self-Loops : 420
Reciprocated Vertex Pair Ratio : 0.0395374860126818
Reciprocated Edge Ratio : 0.0760674560459275
Connected Components : 705
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 201
Maximum Edges in a Connected Component : 202
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.663884
Graph Density : 0.000346394833931829
Modularity : 0.849589
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[268] science,curriculum [247] social,studies [204] studies,curriculum [203] computer,science [191] curriculum,required [190] required,consideration [190] consideration,current [190] current,world [190] world,issues [190] issues,math Top Word Pairs in Tweet in G1:
[67] science,curriculum [30] computer,science [14] math,science [11] science,technology [10] curriculum,science [9] social,studies [9] data,science [8] high,school [7] learn,more [6] social,science Top Word Pairs in Tweet in G2:
[187] social,studies [187] studies,curriculum [187] curriculum,required [187] required,consideration [187] consideration,current [187] current,world [187] world,issues [187] issues,math [187] math,teacher [186] teachsdgs,social Top Word Pairs in Tweet in G3:
[2] skot777,remnantofisrae1 [2] remnantofisrae1,ducadispalato [2] ducadispalato,ternimarco [2] ternimarco,threaljeannette [2] doctorbuttons,_helicon_ [2] _helicon_,naturalistnick [2] naturalistnick,goddanc [2] goddanc,eldrave20 [2] eldrave20,tvictorinus [2] tvictorinus,eddarrell Top Word Pairs in Tweet in G4:
[9] honoured,invited [9] invited,represent [9] represent,thease [9] thease,uyseg [9] uyseg,#nsta19 [9] #nsta19,conference [9] conference,st [9] st,louis [9] louis,april [9] april,11 Top Word Pairs in Tweet in G5:
[53] regarding,hiv [53] hiv,aids [52] today,state [52] state,legislature [52] legislature,fully [52] fully,repealed [52] repealed,anti [52] anti,lgbtq [52] lgbtq,legislation [52] legislation,regarding Top Word Pairs in Tweet in G6:
[26] proud,share [26] share,story [26] story,educationweek [26] educationweek,especially [26] especially,goal [26] goal,improved [26] improved,training [26] training,science [25] everyonereadste,proud [25] science,readi Top Word Pairs in Tweet in G8:
[27] nys,exams [27] exams,warped [27] warped,curriculum [27] curriculum,chipping [27] chipping,away [27] away,social [27] social,studies [27] studies,science [27] science,art [27] art,even Top Word Pairs in Tweet in G9:
[30] popular,'intro [30] 'intro,computer [30] computer,science [27] new,professional [27] professional,development [27] development,materials [27] materials,accompany [26] teachers,try [26] try,new [26] accompany,msmakecode's Top Word Pairs in Tweet in G10:
[39] data,science [38] need,embed [38] embed,teaching [38] teaching,data [38] science,skills [38] skills,curriculum [38] curriculum,charmaine [38] charmaine,dean [38] dean,vp [38] vp,research Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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