The graph represents a network of 835 Twitter users whose recent tweets contained "#CSTA2020", 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 Monday, 13 July 2020 at 16:51 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 55-minute period from Saturday, 04 July 2020 at 20:54 UTC to Monday, 13 July 2020 at 16:50 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 : 835
Unique Edges : 1417
Edges With Duplicates : 798
Total Edges : 2215
Number of Edge Types : 5
Mentions : 738
Tweet : 261
Retweet : 647
MentionsInRetweet : 492
Replies to : 77
Self-Loops : 263
Reciprocated Vertex Pair Ratio : 0.0577838205302515
Reciprocated Edge Ratio : 0.109254498714653
Connected Components : 65
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 755
Maximum Edges in a Connected Component : 2114
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.616776
Graph Density : 0.00223438016054222
Modularity : 0.478347
NodeXL Version : 1.0.1.437
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230581
Data Import : The graph represents a network of 835 Twitter users whose recent tweets contained "#CSTA2020", 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 Monday, 13 July 2020 at 16:51 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 55-minute period from Saturday, 04 July 2020 at 20:54 UTC to Monday, 13 July 2020 at 16:50 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 : TwitterSearch
Graph Term : #CSTA2020
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[184] teach,students [183] redesigned,#developinswift [183] #developinswift,curriculum [124] attending,#csta2020 [123] re,excited [122] today,re [122] excited,announce [122] announce,completely [122] completely,redesigned [122] curriculum,teach Top Word Pairs in Tweet in G1:
[178] redesigned,#developinswift [178] #developinswift,curriculum [178] teach,students [119] today,re [119] re,excited [119] excited,announce [119] announce,completely [119] completely,redesigned [119] curriculum,teach [119] students,app Top Word Pairs in Tweet in G2:
[24] virtual,conference [20] csteachersorg,#csta2020 [19] #csta2020,csteachersorg [17] learn,more [17] looking,forward [16] swag,box [15] next,week [13] #csta2020,learn [12] #csta2020,partner [12] partner,highlight Top Word Pairs in Tweet in G3:
[25] race,theory [24] critical,race [19] virtual,conference [18] #csta2020,virtual [16] computer,science [15] csteachersorg,#csta2020 [14] #csta2020,csteachersorg [12] #csta2020,#2020cls [11] conference,#csta2020 [11] down,#csta2020 Top Word Pairs in Tweet in G4:
[26] thanks,generous [25] generous,support [25] excited,attending [24] opportunity,expand [24] expand,#cseducation [24] #csta2020,thanks [23] attending,#csta2020 [21] thank,opportunity [20] support,googleorg [17] googleorg,thank Top Word Pairs in Tweet in G5:
[9] swag,box [9] virtual,conference [6] next,week [5] looking,forward [5] conference,next [4] #csta2020,swag [4] #csta2020,virtual [3] virtual,#csta2020 [3] week,#csta2020 [3] #csta2020,appleedu Top Word Pairs in Tweet in G6:
[34] attending,#csta2020 [32] thanks,generous [32] generous,support [31] expand,#cseducation [30] #csta2020,thanks [30] thank,opportunity [30] opportunity,expand [29] excited,attending [29] support,oracleacademy [28] oracleacademy,thank Top Word Pairs in Tweet in G7:
[30] generous,support [29] opportunity,expand [29] expand,#cseducation [29] excited,attending [29] attending,#csta2020 [29] support,facebookedu [28] thanks,generous [28] thank,opportunity [27] facebookedu,thank [26] #csta2020,thanks Top Word Pairs in Tweet in G8:
[22] #csta2020,#2020cls [11] chapter,leadership [10] csteachersorg,#csta2020 [10] csteachersorg,dfwcsta [8] conference,#csta2020 [8] #2020cls,chapter [8] attending,#csta2020 [7] swag,box [7] excited,#csta2020 [6] thank,much Top Word Pairs in Tweet in G9:
[9] teachers,autograde [9] autograde,assignments [9] assignments,students [9] students,code [9] code,browser [9] browser,world [9] world,software [9] software,teaching [9] teaching,meet [9] meet,github Top Word Pairs in Tweet in G10:
[12] techstrodinaire,learningdrive [12] #csforallnyc,teachers [11] attending,#csta2020 [10] teachers,attending [10] #csta2020,make [10] make,sure [10] sure,check [10] check,sessions [10] sessions,presented [10] presented,team Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: