The graph represents a network of 2,493 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 1/1/2010 12:00:00 AM and 7/1/2013 11:59:59 PM. The network was obtained from Twitter on Thursday, 23 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 1070-day, 13-hour, 35-minute period from Tuesday, 27 July 2010 at 15:47 UTC to Tuesday, 02 July 2013 at 05:23 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 : 2493
Unique Edges : 3222
Edges With Duplicates : 20462
Total Edges : 23684
Number of Edge Types : 9
Retweet : 4317
MentionsInRetweet : 4936
Tweet : 7024
Mentions : 4075
Replies to : 1599
MentionsInReplyTo : 1723
Quote : 5
MentionsInQuoteReply : 2
MentionsInQuote : 3
Self-Loops : 7416
Reciprocated Vertex Pair Ratio : 0.0898299078667612
Reciprocated Edge Ratio : 0.164851243700211
Connected Components : 118
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 2309
Maximum Edges in a Connected Component : 23058
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.43172
Graph Density : 0.000990091678851667
Modularity : 0.164824
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,493 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 1/1/2010 12:00:00 AM and 7/1/2013 11:59:59 PM. The network was obtained from Twitter on Thursday, 23 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 1070-day, 13-hour, 35-minute period from Tuesday, 27 July 2010 at 15:47 UTC to Tuesday, 02 July 2013 at 05:23 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:
[1312] #scchat,#edchat [672] #edchat,#scchat [601] #scchat,#schoolcounselor [597] school,counselor [539] school,counseling [415] school,counselors [277] #scchat,#scichat [273] #scichat,#science [243] high,school [236] #edchat,#educhat Top Word Pairs in Tweet in G1:
[230] #scchat,#schoolcounselor [228] school,counselor [192] school,counseling [162] school,counselors [159] #scchat,#edchat [93] #scchat,#edchatri [89] #edchat,#scchat [84] high,school [84] #emchat,#scchat [81] #asca12,#scchat Top Word Pairs in Tweet in G2:
[225] #scchat,#edchat [203] #scchat,#schoolcounselor [142] school,counseling [122] #cscchat,#scchat [118] #edchat,#scchat [104] school,counselor [98] #scchat,#schoolcounseling [79] school,counselors [77] #scchat,#cscchat [62] #scchat,#escchat Top Word Pairs in Tweet in G3:
[215] #edchat,#educhat [109] #educhat,#scchat [84] #cpchat,#scchat [74] #scchat,#k12 [66] social,emotional [63] #educhat,#cpchat [56] #scchat,#edchat [49] #educhat,#k12 [48] emotional,learning [47] #k12,#scchat Top Word Pairs in Tweet in G4:
[648] #scchat,#edchat [69] #edchat,#scchat [51] high,school [49] students,#scchat [47] #lgbt,students [42] #scchat,#counseling [37] school,counselors [36] #scchat,#finaid [36] #scchat,#schoolcounselor [34] college,#scchat Top Word Pairs in Tweet in G5:
[135] #edchat,#scchat [115] #scchat,#edchat [62] school,counseling [46] #njsca,#scchat [44] school,counselors [41] school,counselor [40] high,school [38] #edchat,#cpchat [25] #scchat,#cpchat [25] #scchat,#schoolcounselor Top Word Pairs in Tweet in G6:
[145] school,counselor [89] school,counseling [75] #scchat,#schoolcounselor [57] counselor,blog [50] school,counselors [34] #scchat,tweet [33] counseling,week [31] #schoolcounselor,#scchat [31] #scchat,transcript [30] national,school Top Word Pairs in Tweet in G7:
[143] #swsc,#scchat [137] #resources,#teens [137] #articles,#research [137] #research,#resources [136] whisperer,weekly [136] teenage,whisperer [136] read,teenage [136] weekly,#articles [124] #edchat,#ukedchat [114] #teens,#edchat Top Word Pairs in Tweet in G8:
[16] #bullying,#cyberbullying [12] school,counselors [9] online,conference [9] school,counselor [9] conference,#bullying [9] free,online [6] #scchat,#edchat [5] counselors,#scchat [5] #scchat,#schoolcounseling [5] #schoolcounseling,#scchat Top Word Pairs in Tweet in G9:
[51] #edchat,#scchat [36] #scchat,#edchat [26] #lhs212,#scchat [19] #lhs212,#edchat [17] #scchat,#schoolcounseling [9] #schoolcounseling,#edchat [8] #scchat,#lhs212 [6] hashtag,school [6] school,counselors [6] great,resource Top Word Pairs in Tweet in G10:
[36] #edchat,#scchat [32] go,college [31] students,go [31] nice,graphic [31] show,students [31] graphic,show [30] justintarte,nice [25] college,#edchat [9] cnslrdarrell,justintarte [7] college,#e Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
Top Mentioned in G3:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: