The graph represents a network of 3,433 Twitter users whose recent tweets contained "#SCChat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2013 12:00:00 AM and 12/31/2013 11:59:59 PM. The network was obtained from Twitter on Friday, 24 March 2023 at 21:56 UTC.
The tweets in the network were tweeted over the 540-day, 15-hour, 11-minute period from Monday, 09 July 2012 at 14:07 UTC to Wednesday, 01 January 2014 at 05:18 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3433
Unique Edges : 4391
Edges With Duplicates : 26508
Total Edges : 30899
Number of Edge Types : 9
MentionsInReplyTo : 2337
Mentions : 4205
Replies to : 1935
Retweet : 6717
MentionsInRetweet : 8064
Tweet : 7631
MentionsInQuoteReply : 2
Quote : 4
MentionsInQuote : 4
Self-Loops : 8167
Reciprocated Vertex Pair Ratio : 0.0861494526415992
Reciprocated Edge Ratio : 0.15863277826468
Connected Components : 116
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 3239
Maximum Edges in a Connected Component : 30483
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.430389
Graph Density : 0.000774737448200891
Modularity : 0.188828
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,433 Twitter users whose recent tweets contained "#SCChat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2013 12:00:00 AM and 12/31/2013 11:59:59 PM. The network was obtained from Twitter on Friday, 24 March 2023 at 21:56 UTC.
The tweets in the network were tweeted over the 540-day, 15-hour, 11-minute period from Monday, 09 July 2012 at 14:07 UTC to Wednesday, 01 January 2014 at 05:18 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #SCChat
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:
[806] #scchat,#edchat [587] school,counseling [573] #scchat,#schoolcounselor [534] school,counselor [472] school,counselors [465] #edchat,#scchat [398] #scchat,#escchat [333] #scchat,#scichat [317] #scichat,#science [292] high,school Top Word Pairs in Tweet in G1:
[433] school,counseling [385] #scchat,#schoolcounselor [372] school,counselor [314] school,counselors [252] #scchat,#edchat [225] #asca13,#scchat [209] #scchat,#escchat [154] #scchat,#sccrowd [147] #scchat,#schoolcounseling [136] high,school Top Word Pairs in Tweet in G2:
[172] daily,update [154] commonapp,daily [126] 2013,#scchat [80] update,november [79] update,october [75] college,applications [57] #scchat,#schoolcounselor [54] college,admissions [48] times,#scchat [48] important,update Top Word Pairs in Tweet in G3:
[129] #edchat,#educhat [109] #cpchat,#scchat [103] #scchat,#k12 [81] #educhat,#scchat [69] social,emotional [65] school,climate [61] #edchat,#cpchat [59] #edchat,#scchat [59] #scchat,#escchat [53] emotional,learning Top Word Pairs in Tweet in G4:
[224] #scchat,#edchat [61] high,school [52] #edchat,#scchat [41] school,counseling [39] school,counselor [38] students,#scchat [33] #scchat,#finaid [32] social,media [31] #scchat,#edtech [30] #scchat,#emchat Top Word Pairs in Tweet in G5:
[67] #emchat,#scchat [44] #scchat,#emchat [30] #scchat,#sccrowd [26] school,counselor [22] #sccrowd,#scchat [21] #scchat,#schoolcounselor [19] #admissions,#scchat [18] #scchat,#edchat [15] #admissions,#emchat [14] high,school Top Word Pairs in Tweet in G6:
[62] #scchat,#edchat [51] #edchat,#scchat [49] #njsca,#scchat [42] #scchat,#schoolcounselor [36] school,counselors [33] school,counselor [29] #scchat,#njsca [25] school,counseling [24] high,school [22] #scchat,#schoolcounseling Top Word Pairs in Tweet in G7:
[149] #cscchat,#scchat [132] #scchat,#cscchat [109] #scchat,#edchat [67] school,counsellors [65] #etmooc,#scchat [65] #edchat,#scchat [60] #scchat,#etmooc [59] #etmooc,#cscchat [59] #scchat,#sccrowd [49] #edchat,#cpchat Top Word Pairs in Tweet in G8:
[330] #scchat,#scichat [315] #scichat,#science [99] #parenting,#edchat [99] #scchat,#parenting [97] mean,equal [97] teach,kids [97] visual,teach [97] kids,fair [97] equal,#scchat [97] great,visual Top Word Pairs in Tweet in G9:
[91] #scchat,#escchat [63] #scchat,#schoolcounseling [58] #escchat,#scchat [37] #scchat,#edchat [35] join,#escchat [33] #escchat,topic [26] #edchat,#scchat [21] #scchat,#psycchat [19] free,jump [19] #schoolcounselors,friends Top Word Pairs in Tweet in G10:
[177] #resources,#teens [177] #articles,#research [177] #research,#resources [176] whisperer,weekly [176] teenage,whisperer [176] #swsc,#scchat [176] read,teenage [176] weekly,#articles [147] #teens,#edchat [147] #edchat,#swsc Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: