The graph represents a network of 1,363 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 10,000 tweets, tweeted between 1/1/2012 10:31:21 AM and 12/31/2012 10:31:21 PM. The network was obtained from Twitter on Sunday, 16 April 2023 at 17:09 UTC.
The tweets in the network were tweeted over the 367-day, 16-hour, 25-minute period from Friday, 30 December 2011 at 11:00 UTC to Tuesday, 01 January 2013 at 03:26 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 : 1363
Unique Edges : 3309
Edges With Duplicates : 0
Total Edges : 3309
Number of Edge Types : 7
MentionsInRetweet : 1282
MentionsInReplyTo : 372
Tweet : 266
Mentions : 994
Retweet : 288
Replies to : 106
Quote : 1
Self-Loops : 295
Reciprocated Vertex Pair Ratio : 0.1
Reciprocated Edge Ratio : 0.181818181818182
Connected Components : 70
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 1257
Maximum Edges in a Connected Component : 3175
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.454493
Graph Density : 0.00162356725845532
Modularity : 0.517937
NodeXL Version : 1.0.1.515
Data Import : The graph represents a network of 1,363 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 10,000 tweets, tweeted between 1/1/2012 10:31:21 AM and 12/31/2012 10:31:21 PM. The network was obtained from Twitter on Sunday, 16 April 2023 at 17:09 UTC.
The tweets in the network were tweeted over the 367-day, 16-hour, 25-minute period from Friday, 30 December 2011 at 11:00 UTC to Tuesday, 01 January 2013 at 03:26 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:
[216] #scchat,#edchat [147] #edchat,#scchat [107] school,counselor [107] school,counselors [104] school,counseling [98] #scchat,#schoolcounselor [58] high,school [49] #edchat,#educhat [39] #schoolcounselor,#scchat [38] go,college Top Word Pairs in Tweet in G1:
[95] #scchat,#edchat [54] school,counselors [47] school,counselor [34] #edchat,#scchat [33] #scchat,#schoolcounselor [32] school,counseling [26] high,school [17] #schoolcounselor,#scchat [16] school,#scchat [16] #asca12,#scchat Top Word Pairs in Tweet in G2:
[46] #edchat,#educhat [29] #scchat,#edchat [24] #educhat,#scchat [19] social,emotional [14] #cpchat,#scchat [12] emotional,learning [12] rosalindwiseman,#scchat [11] mother,rosalindwiseman [11] lanza,mother [11] #educhat,#cpchat Top Word Pairs in Tweet in G3:
[33] #edchat,#scchat [31] school,counseling [21] #scchat,#edchat [17] counseling,ranked [17] juliavtaylor,school [17] best,jobs [17] ranked,#17 [17] #17,news [17] news,best [16] school,counselor Top Word Pairs in Tweet in G4:
[32] #scchat,#schoolcounselor [29] #emchat,#scchat [25] #scchat,#emchat [21] college,readiness [17] #scchat,#edchat [13] high,school [9] school,#scchat [9] naviance,cnslrdarrell [8] hs,counselors [7] school,counseling Top Word Pairs in Tweet in G5:
[26] school,counselor [13] school,counseling [11] #schoolcounselor,#scchat [10] #scchat,#schoolcounselor [9] school,counselors [8] counselor,blog [6] #scchat,#edchat [6] sch_counselor,know [6] more,#schoolcounselors [6] tweet,chat Top Word Pairs in Tweet in G6:
[19] #scchat,#edchat [14] #scchat,#schoolcounselor [10] #edchat,#scchat [8] school,counselors [7] sharethis,#scchat [7] school,counseling [6] school,counselor [6] #schoolcounseling,#scchat [6] #scchat,#schoolcounseling [5] great,resource Top Word Pairs in Tweet in G7:
[11] #parenting,#youth [8] excuses,guest [8] #edchat,#ukedchat [8] marjieknudsen,bullying [8] guest,mytowntutorsma [8] serve,excuses [8] mytowntutorsma,#edchat [8] advocate,#teens [8] #scchat,#edchat [8] #teens,serve Top Word Pairs in Tweet in G8:
[6] school,counselors [4] school,counselor [3] #scchat,#edchat [2] #bullying,#cyberbullying [2] #scchat,prizes [2] #edchat,#scchat [2] #blackfriday,#cybermonday [2] cnslrdarrell,supporting [2] #asca12,#scchat [2] #scchat,school Top Word Pairs in Tweet in G9:
[33] go,college [33] #edchat,#scchat [32] nice,graphic [32] show,students [32] students,go [32] graphic,show [31] justintarte,nice [26] college,#edchat [9] cnslrdarrell,justintarte [7] weareteachers,cnslrdarrell Top Word Pairs in Tweet in G10:
[7] school,counselors [6] ways,stay [6] 33,simple [6] simple,ways [6] #edchat,#scchat [6] stay,creative [6] #scchat,#schoolcounselor [5] home,school [5] tacked,home [5] school,33 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: