The graph represents a network of 15,946 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 1/1/2007 12:00:00 AM and 12/31/2016 11:59:59 AM. The network was obtained from Twitter on Wednesday, 14 December 2022 at 18:10 UTC.
The tweets in the network were tweeted over the 1961-day, 16-hour, 24-minute period from Friday, 19 August 2011 at 03:28 UTC to Saturday, 31 December 2016 at 19:52 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 : 15946
Unique Edges : 22833
Edges With Duplicates : 149476
Total Edges : 172309
Number of Edge Types : 9
Retweet : 42068
MentionsInRetweet : 54410
Mentions : 20374
Replies to : 7359
MentionsInReplyTo : 9657
Tweet : 35730
Quote : 1974
MentionsInQuote : 723
MentionsInQuoteReply : 14
Self-Loops : 38857
Reciprocated Vertex Pair Ratio : 0.0802581348845664
Reciprocated Edge Ratio : 0.148590660496424
Connected Components : 333
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 15365
Maximum Edges in a Connected Component : 171088
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.437615
Graph Density : 0.000186974721088503
Modularity : 0.181024
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 15,946 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 1/1/2007 12:00:00 AM and 12/31/2016 11:59:59 AM. The network was obtained from Twitter on Wednesday, 14 December 2022 at 18:10 UTC.
The tweets in the network were tweeted over the 1961-day, 16-hour, 24-minute period from Friday, 19 August 2011 at 03:28 UTC to Saturday, 31 December 2016 at 19:52 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:
[10774] #scchat,#sccrowd [3693] school,counselors [3685] #sccrowd,#scchat [3412] #scchat,#edchat [2967] #emchat,#scchat [2950] school,counselor [2858] #scchat,#hscchat [2597] school,counseling [2522] #edchat,#scchat [1527] high,school Top Word Pairs in Tweet in G1:
[2677] #emchat,#scchat [2442] #scchat,#sccrowd [1945] #scchat,#hscchat [959] #hscchat,#scchat [932] #collegebound,#scchat [748] #nacacfairs,#scchat [571] #hscchat,#sccrowd [451] #sccrowd,#scchat [432] school,counselors [402] #emchat,#hscchat Top Word Pairs in Tweet in G2:
[5681] #scchat,#sccrowd [2385] school,counselors [2083] school,counselor [2002] school,counseling [1807] #sccrowd,#scchat [1204] #scchat,#edchat [873] #escchat,#scchat [796] #scchat,#schoolcounselor [783] #asca14,#scchat [759] #scchat,#escchat Top Word Pairs in Tweet in G3:
[1217] #sccrowd,#scchat [1047] #scchat,#sccrowd [810] #edchat,#scchat [801] #scchat,#edchat [328] school,counsellors [290] #scchat,#cscchat [245] school,counselors [209] school,counselor [186] school,counsellor [158] school,counseling Top Word Pairs in Tweet in G4:
[615] #scchat,#sccrowd [351] #edchat,#scchat [220] #edchat,#educhat [219] #scchat,#edchat [219] #cpchat,#scchat [207] #sccrowd,#edchat [184] #scchat,#escchat [155] social,emotional [147] #scchat,#k12 [140] #escchat,#scchat Top Word Pairs in Tweet in G5:
[348] #scchat,#sccrowd [294] school,counselors [149] school,counselor [127] school,counseling [100] ascatweets,#scchat [92] #scchat,ascatweets [74] high,school [73] mycasc,#scchat [69] #reachhigher,#scchat [68] #scchat,#edchat Top Word Pairs in Tweet in G6:
[221] jeffhiserbl,infographic [214] #edchat,#leadupchat [129] #edchat,#scchat [126] #scchat,#hscchat [125] #leadupchat,#edtech [124] #edtech,#scchat [114] twitter,101 [114] 101,tech4teachers19 [114] infographic,twitter [113] tech4teachers19,#edchat Top Word Pairs in Tweet in G7:
[109] #edchat,#scchat [65] #edchat,#cpchat [62] #scchat,#edchat [54] school,counselors [51] #schoolcounselor,#scchat [42] #scchat,#schoolcounseling [38] gt,gt [38] #scchat,#sccrowd [36] family,engagement [35] pbischat,join Top Word Pairs in Tweet in G8:
[755] #scchat,#edchat [150] #scchat,#emchat [113] #edchat,#scchat [82] high,school [59] students,#scchat [52] #scchat,#finaid [50] school,counselors [49] school,counseling [48] #scchat,#edtech [47] #scchat,#schoolcounselor Top Word Pairs in Tweet in G9:
[312] #scchat,#sccrowd [152] #bp,#scchat [151] #christian,#collegefair [145] gt,gt [97] #cpchat,#suptchat [91] school,#bp [86] #edchat,#scchat [78] #scchat,#cpchat [67] #collegefair,30 [66] 30,30 Top Word Pairs in Tweet in G10:
[24] school,counseling [20] #scchat,#sccrowd [17] #scchat,transcript [17] school,counselor [14] school,counselors [11] #edchat,#scchat [11] tool,#scchat [9] favorite,tech [9] tech,tool [8] #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:
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