The graph represents a network of 3,868 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 8/1/2016 12:00:00 AM and 12/31/2016 11:59:59 AM. The network was obtained from Twitter on Monday, 03 April 2023 at 00:31 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 : 3868
Unique Edges : 4728
Edges With Duplicates : 15171
Total Edges : 19899
Number of Edge Types : 9
Retweet : 5243
MentionsInRetweet : 6591
Mentions : 2537
Quote : 821
Tweet : 3602
MentionsInQuote : 334
Replies to : 325
MentionsInReplyTo : 445
MentionsInQuoteReply : 1
Self-Loops : 4003
Reciprocated Vertex Pair Ratio : 0.0508474576271186
Reciprocated Edge Ratio : 0.0967741935483871
Connected Components : 78
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 3730
Maximum Edges in a Connected Component : 19637
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.532004
Graph Density : 0.000530567961771295
Modularity : 0.30377
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,868 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 8/1/2016 12:00:00 AM and 12/31/2016 11:59:59 AM. The network was obtained from Twitter on Monday, 03 April 2023 at 00:31 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1636] #scchat,#sccrowd [790] #scchat,#hscchat [520] #emchat,#scchat [482] school,counselors [312] #edchat,#scchat [292] #scchat,#edchat [264] #sccrowd,#scchat [250] #edchat,#leadupchat [248] jeffhiserbl,infographic [236] high,school Top Word Pairs in Tweet in G1:
[960] #scchat,#sccrowd [267] school,counselors [193] #sccrowd,#scchat [157] school,counselor [153] #scchat,#edchat [128] school,counseling [100] #scchat,ascatweets [83] #lmsbest,#cpsbest [81] ascatweets,#scchat [80] #scchat,#hscchat Top Word Pairs in Tweet in G2:
[542] #scchat,#hscchat [449] #emchat,#scchat [216] #scchat,#sccrowd [195] #nacacfairs,#scchat [180] #hscchat,#sccrowd [136] learn,more [120] help,students [96] #sccrowd,#reachhigher [92] register,#nacacfairs [91] #collegebound,#scchat Top Word Pairs in Tweet in G3:
[225] #edchat,#leadupchat [225] jeffhiserbl,infographic [158] #edchat,#scchat [128] #leadupchat,#edtech [127] #scchat,#hscchat [123] #edtech,#scchat [115] twitter,101 [115] 101,tech4teachers19 [115] infographic,twitter [114] tech4teachers19,#edchat Top Word Pairs in Tweet in G4:
[132] #scchat,scmoq [79] #scchat,#escchat [29] books,build [29] great,books [29] #classroomculture,nerdybookclub [29] 10,great [29] build,positive [29] positive,#classroomculture [29] nerdybookclub,#scchat [28] micheleborba,10 Top Word Pairs in Tweet in G5:
[25] #scchat,#caedchat [25] #scchat,#sccrowd [24] #scchat,#edchat [23] sat,cr [21] stdts,sat [15] #edchat,#scchat [15] school,counselor [14] engaged,parents [14] counselor,engaged [14] healthy,resilient Top Word Pairs in Tweet in G6:
[234] #scchat,#sccrowd [152] #bp,#scchat [151] #christian,#collegefair [143] gt,gt [97] #cpchat,#suptchat [91] school,#bp [67] #collegefair,30 [66] 30,30 [64] #scchat,#cpchat [56] #sccrowd,#cpchat Top Word Pairs in Tweet in G7:
[36] latest,education [36] education,training [30] latest,risca [30] risca,news [22] #scchat,#edchat [19] school,counselors [17] training,thanks [15] #scchat,#hscchat [14] news,thanks [14] #emchat,#scchat Top Word Pairs in Tweet in G8:
[24] social,media [17] #edchat,#cpchat [15] tonight,#pbischat [13] pbis,tonight [13] usedgov,#edchat [13] discipline,policies [13] #cpchat,#apchat [13] policies,pbis [13] high,school [13] #pbischat,usedgov Top Word Pairs in Tweet in G9:
[21] #scchat,sccrowd [19] school,counselors [18] professional,school [17] faculty,staff [17] diverse,faculty [17] staff,including [17] afameducation,#scchat [17] schools,need [17] counselors,afameducation [17] including,professional Top Word Pairs in Tweet in G10:
[42] #scchat,#sccrowd [18] #sccrowd,#scchat [13] #sccrowd,#escchat [10] #sccrowd,#weleaded [7] #escchat,#scchat [6] yes,#sccrowd [6] #scchat,desperately [6] need,bring [6] training,schools [6] back,vocational 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: