The graph represents a network of 1,940 Twitter users whose recent tweets contained "Student-Centered", 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 Thursday, 02 May 2019 at 10:27 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 49-minute period from Tuesday, 23 April 2019 at 04:34 UTC to Thursday, 02 May 2019 at 10:24 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 : 1940
Unique Edges : 2213
Edges With Duplicates : 276
Total Edges : 2489
Self-Loops : 406
Reciprocated Vertex Pair Ratio : 0.0445859872611465
Reciprocated Edge Ratio : 0.0853658536585366
Connected Components : 528
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 155
Maximum Edges in a Connected Component : 325
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.806639
Graph Density : 0.000523173279881754
Modularity : 0.806956
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1042] student,centered [133] centered,classroom [121] centered,learning [62] ready,next [59] based,learning [52] more,student [52] classroom,student [51] classroom,students [51] inquiry,based [48] centered,coaching Top Word Pairs in Tweet in G1:
[167] student,centered [38] centered,learning [14] centered,around [8] more,student [6] four,inquiry [6] inquiry,qualities [6] qualities,heart [6] centered,teaching [6] learn,more [5] self,centered Top Word Pairs in Tweet in G2:
[27] student,centered [7] teachsdgs,gretathunberg [7] gretathunberg,theglobalgoals [7] theglobalgoals,adamrogers2030 [7] adamrogers2030,fao [7] fao,sdgs2030 [7] sdgs2030,sdgoals [7] sdgoals,youthsdgs [7] youthsdgs,algore [7] algore,climatereality Top Word Pairs in Tweet in G3:
[46] student,centered [36] centered,coaching [12] thank,sweeneydiane [7] sweeneydiane,being [7] being,amsti [7] amsti,alsde [7] alsde,directors [7] directors,assistant [7] assistant,directors [7] directors,coach Top Word Pairs in Tweet in G4:
[143] student,centered [111] centered,classroom [51] classroom,students [45] alicekeeler,student [32] person,doing [17] challenge,student [17] centered,learning [16] classroom,#wearehutch [16] doing,talking [16] talking,person Top Word Pairs in Tweet in G5:
[58] student,centered [43] inquiry,based [43] based,learning [43] learning,foundation [43] foundation,many [43] many,student [43] centered,strategies [43] strategies,students [43] students,asking [43] asking,questions Top Word Pairs in Tweet in G6:
[62] ready,next [48] student,centered [31] chemical,engineering [31] engineering,society [30] vice,president [30] centered,chemical [26] next,vice [20] more,visible [20] visible,student [19] #eightstraight,#electprospect Top Word Pairs in Tweet in G7:
[46] student,centered [46] centered,grassroots [45] teacher,classroom [45] classroom,student [45] grassroots,organizer [45] organizer,worked [45] worked,people [45] people,discuss [45] discuss,hard [44] annbradenbooks,teacher Top Word Pairs in Tweet in G8:
[44] na,ang [23] ue,kaisa [23] kaisa,supports [23] supports,isanliyab [23] isanliyab,servant [23] servant,leaders' [23] leaders',union [23] union,far [23] far,eastern [23] eastern,university Top Word Pairs in Tweet in G9:
[17] student,centered [17] reading,logs [16] comes,independent [16] independent,reading [16] reading,seems [16] seems,reading [16] logs,way [16] way,hold [16] hold,students [16] students,accountable Top Word Pairs in Tweet in G10:
[12] student,centered [4] common,goals [4] goals,students [4] students,teachers [4] teachers,create [4] create,student [4] centered,practices [4] practices,classroom [3] teachbetterteam,common [3] classroom,managemen Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: