The graph represents a network of 23,321 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 100,000 tweets, tweeted between 1/1/2011 12:00:00 AM and 12/13/2022 11:15:49 AM. The network was obtained from Twitter on Tuesday, 13 December 2022 at 21:35 UTC.
The tweets in the network were tweeted over the 3257-day, 21-hour, 17-minute period from Saturday, 11 January 2014 at 21:22 UTC to Tuesday, 13 December 2022 at 18:40 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 : 23321
Unique Edges : 30732
Edges With Duplicates : 176990
Total Edges : 207722
Number of Edge Types : 9
Retweet : 48229
MentionsInRetweet : 66184
Replies to : 6288
MentionsInReplyTo : 14061
Tweet : 27965
Mentions : 31068
MentionsInQuote : 5286
Quote : 8636
MentionsInQuoteReply : 5
Self-Loops : 32309
Reciprocated Vertex Pair Ratio : 0.0782426197661914
Reciprocated Edge Ratio : 0.145129896243867
Connected Components : 307
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 22161
Maximum Edges in a Connected Component : 201844
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.533643
Graph Density : 0.000114306314665858
Modularity : 0.210917
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 23,321 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 100,000 tweets, tweeted between 1/1/2011 12:00:00 AM and 12/13/2022 11:15:49 AM. The network was obtained from Twitter on Tuesday, 13 December 2022 at 21:35 UTC.
The tweets in the network were tweeted over the 3257-day, 21-hour, 17-minute period from Saturday, 11 January 2014 at 21:22 UTC to Tuesday, 13 December 2022 at 18:40 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[8573] school,counselors [4954] school,counselor [4472] school,counseling [4424] #scchat,#sccrowd [3011] #scchat,#edchat [2168] #scchat,#hscchat [1936] mental,health [1720] high,school [1695] #edchat,#scchat [1553] #emchat,#scchat Top Word Pairs in Tweet in G1:
[2060] #scchat,#sccrowd [1379] #scchat,#hscchat [1373] #emchat,#scchat [1073] #sccrowd,#hscchat [782] school,counselors [734] high,school [532] #edchat,#scchat [497] #scchat,#edchat [452] #hscchat,#sccrowd [425] college,admission Top Word Pairs in Tweet in G2:
[6010] school,counselors [3636] school,counselor [3315] school,counseling [1614] #scchat,#sccrowd [1211] mental,health [933] #scchat,#edchat [721] #antiracistsc,#scchat [678] high,school [673] #scchat,#schoolcounselor [658] #escchat,#scchat Top Word Pairs in Tweet in G3:
[406] gt,gt [311] #scchat,#sccrowd [213] #escchat,#scchat [202] school,counselors [171] #edchat,#scchat [151] #scchat,sccrowd [132] #scchat,#cpchat [128] #scchat,#escchat [121] school,counselor [116] #scchat,#edchat Top Word Pairs in Tweet in G4:
[220] school,counselors [189] ascatweets,nacac [157] nacac,ascatweets [123] school,counseling [118] school,counselor [114] ascatweets,#scchat [109] nacac,#scchat [84] admissions,#scchat [82] applicants,edge [82] wealthy,applicants Top Word Pairs in Tweet in G5:
[848] #scchat,#edchat [383] #edchat,#scchat [286] school,counsellor [204] school,counsellors [174] counsellor,talk [163] talk,weekly [162] weekly,stories [118] school,counselors [112] mental,health [109] #scchat,#sccrowd Top Word Pairs in Tweet in G6:
[732] #edchat,#ukedchat [544] school,counselors [432] #scchat,#edchat [395] anger,management [395] #anger,#scchat [395] management,working [395] working,better [395] better,solution [393] solution,#anger [351] #fostering,#socialwork Top Word Pairs in Tweet in G7:
[166] mindshiftkqed,studies [165] focused,rooted [165] strategies,short [165] rooted,relationships [165] short,focused [164] #sel,show [164] studies,#sel [164] show,successful [164] successful,#kindness [164] #kindness,strategies Top Word Pairs in Tweet in G8:
[736] un,video [674] sebasarango,christianacosta [379] por,skype [379] con,christianacosta [379] llamar,perdonotar [379] perdonotar,por [379] para,un [379] user,al [379] vamos,llamar [379] al,ht Top Word Pairs in Tweet in G9:
[333] #moedchat,#scchat [164] #scchat,#schoolcounselor [122] #scchat,#moedchat [109] college,counseling [97] counselors,college [97] #scchat,#hscchat [94] hs,counselors [93] #moedchat,#ksedchat [89] professional,development [81] #schoolcounselor,#sccrowd Top Word Pairs in Tweet in G10:
[108] #scchat,#sccrowd [79] school,counselors [66] school,counselor [62] #schoolcounselors,#scchat [56] #sccrowd,#edchat [56] linhart,daily [52] myisca,#schoolcounselors [45] mental,health [33] school,counseling [28] #scchat,#edchat Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: