The graph represents a network of 23,204 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 1/1/2016 12:42:03 AM and 12/31/2021 11:39:29 PM. The network was obtained from Twitter on Thursday, 06 April 2023 at 17:15 UTC.
The tweets in the network were tweeted over the 2911-day, 6-hour, 21-minute period from Saturday, 11 January 2014 at 21:22 UTC to Saturday, 01 January 2022 at 03:43 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 : 23204
Unique Edges : 30586
Edges With Duplicates : 176520
Total Edges : 207106
Number of Edge Types : 9
Retweet : 49447
MentionsInRetweet : 66481
Tweet : 27055
Replies to : 5717
Mentions : 31620
MentionsInQuote : 5187
MentionsInReplyTo : 13270
Quote : 8325
MentionsInQuoteReply : 4
Self-Loops : 31018
Reciprocated Vertex Pair Ratio : 0.076282385672057
Reciprocated Edge Ratio : 0.141751619626153
Connected Components : 297
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 22065
Maximum Edges in a Connected Component : 201370
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.484316
Graph Density : 0.000114964195219839
Modularity : 0.207402
NodeXL Version : 1.0.1.511
Data Import : The graph represents a network of 23,204 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 1/1/2016 12:42:03 AM and 12/31/2021 11:39:29 PM. The network was obtained from Twitter on Thursday, 06 April 2023 at 17:15 UTC.
The tweets in the network were tweeted over the 2911-day, 6-hour, 21-minute period from Saturday, 11 January 2014 at 21:22 UTC to Saturday, 01 January 2022 at 03:43 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:
[7868] school,counselors [5339] #scchat,#sccrowd [4432] school,counselor [4098] school,counseling [3320] #scchat,#edchat [2440] #scchat,#hscchat [1900] mental,health [1754] #edchat,#scchat [1728] #emchat,#scchat [1626] high,school Top Word Pairs in Tweet in G1:
[5424] school,counselors [3226] school,counselor [3004] school,counseling [2145] #scchat,#sccrowd [1163] mental,health [1133] #scchat,#edchat [715] things,matter [708] matter,stories [707] #antiracistsc,#scchat [679] #escchat,#scchat Top Word Pairs in Tweet in G2:
[1745] #scchat,#sccrowd [1536] #scchat,#hscchat [1486] #emchat,#scchat [1125] #sccrowd,#hscchat [665] high,school [570] school,counselors [545] #hscchat,#sccrowd [418] college,admission [354] #edchat,#scchat [283] #scchat,#emchat Top Word Pairs in Tweet in G3:
[777] #scchat,#sccrowd [487] gt,gt [407] #scchat,#edchat [353] #edchat,#scchat [255] school,counselors [234] #escchat,#scchat [186] #sccrowd,#edchat [183] mental,health [171] #scchat,#cpchat [169] #scchat,sccrowd Top Word Pairs in Tweet in G4:
[784] #scchat,#edchat [287] school,counsellor [286] #edchat,#scchat [179] school,counsellors [176] counsellor,talk [168] talk,weekly [167] weekly,stories [130] #scchat,#sccrowd [94] #emchat,#scchat [94] school,counselors Top Word Pairs in Tweet in G5:
[160] mindshiftkqed,studies [159] rooted,relationships [159] strategies,short [159] short,focused [159] focused,rooted [158] show,successful [158] studies,#sel [158] #sel,show [158] #kindness,strategies [158] successful,#kindness Top Word Pairs in Tweet in G6:
[548] school,counselors [279] #scchat,#hscchat [253] counselors,computing [247] #scchat,#satchat [192] school,counselor [191] #scchat,#escchat [174] school,counseling [172] ncwit,counselors [167] computer,science [167] tech,tools Top Word Pairs in Tweet in G7:
[206] school,counselors [187] ascatweets,nacac [152] nacac,ascatweets [113] ascatweets,#scchat [106] nacac,#scchat [104] school,counselor [100] school,counseling [95] #scchat,#sccrowd [70] #edchat,#scchat [62] #scchat,ascatweets Top Word Pairs in Tweet in G8:
[204] #mtss,#scchat [178] #scchat,#mtss [150] #scchat,#edchat [149] school,counselors [91] mental,health [89] school,counseling [59] school,counselor [54] #scchat,#pbis [47] social,emotional [46] schcouns4mtss,love Top Word Pairs in Tweet in G9:
[372] #moedchat,#scchat [202] #scchat,#schoolcounselor [147] #scchat,#moedchat [125] college,counseling [108] hs,counselors [105] #moedchat,#ksedchat [105] #scchat,#hscchat [101] counselors,college [101] limestonesc,daily [101] #schoolcounselor,#sccrowd Top Word Pairs in Tweet in G10:
[732] un,video [673] sebasarango,christianacosta [379] envíen,sus [379] video,con [379] al,ht [379] user,al [379] para,envíen [379] christianacosta,para [379] por,skype [379] llamar,perdonotar Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: