#SCChat, Twitter, 3/24/2023 7:04:25 PM, 291731


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#SCChat Twitter NodeXL SNA Map and Report for Friday, 24 March 2023 at 16:28 UTC
#SCChat Twitter NodeXL SNA Map and Report for Friday, 24 March 2023 at 16:28 UTC
From:
marc_smith
Uploaded on:
March 24, 2023
Short Description:
#SCChat via NodeXL https://bit.ly/3Zfv3td
@dctrdarrell
@sch_counselor
@juliavtaylor
@kelly_counselor
@school_climate
@naviance
@marjieknudsen
@counselinggeek
@ecmmason
@lindawassom

Top hashtags:
#scchat
#edchat
#schoolcounselor
#schoolcounselors
#asca12

Description:
Description
The graph represents a network of 1,366 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 1/1/2012 12:00:00 AM and 12/31/2012 11:59:59 PM. The network was obtained from Twitter on Friday, 24 March 2023 at 19:02 UTC.

The tweets in the network were tweeted over the 367-day, 20-hour, 23-minute period from Friday, 30 December 2011 at 11:00 UTC to Tuesday, 01 January 2013 at 07:24 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


Overall Graph Metrics
Vertices : 1366
Unique Edges : 1631
Edges With Duplicates : 9894
Total Edges : 11525
Number of Edge Types : 7
Replies to : 861
Mentions : 2150
Tweet : 3773
Retweet : 1833
MentionsInRetweet : 2051
MentionsInReplyTo : 855
Quote : 2
Self-Loops : 3943
Reciprocated Vertex Pair Ratio : 0.0999636495819702
Reciprocated Edge Ratio : 0.181758096497026
Connected Components : 70
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 1259
Maximum Edges in a Connected Component : 10901
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.449509
Graph Density : 0.00162287687909943
Modularity : 0.181295
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,366 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 1/1/2012 12:00:00 AM and 12/31/2012 11:59:59 PM. The network was obtained from Twitter on Friday, 24 March 2023 at 19:02 UTC.

The tweets in the network were tweeted over the 367-day, 20-hour, 23-minute period from Friday, 30 December 2011 at 11:00 UTC to Tuesday, 01 January 2013 at 07:24 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] http://money.usnews.com/careers/best-jobs/school-counselor
[32] http://www.studentaid.ed.gov/sites/default/files/1%200%20Why%20Go%20to%20College%20Earnings%20Chart%202012-07-05.png
[28] http://www.mytowntutors.com/2012/06/advocate-for-teens-but-dont-serve-up-excuses/
[25] https://docs.google.com/document/d/1ENB1m9bwPnDvh94j1WoGdkPH1Solb48oe1CPG4CLVnM/edit
[24] https://www.facebook.com/photo.php?fbid=546824358679430&set=a.167626886599181.40159.133038936724643&type=1
[24] http://ow.ly/g5bbG
[23] http://www.teenagewhisperer.co.uk/troubled-teens-my-consumption-your-compassion/
[20] http://www.teenagewhisperer.co.uk/whats-the-point-magical-tools-and-resource-rabbit-holes/
[16] http://anarchistsoccermom.blogspot.com/2012/12/thinking-unthinkable.html?m=1
[14] http://wow.affinityperks.com/safkids/detail/projectid/719090

Top URLs in Tweet in G1:
[18] http://money.usnews.com/careers/best-jobs/school-counselor
[11] https://docs.google.com/document/d/1ENB1m9bwPnDvh94j1WoGdkPH1Solb48oe1CPG4CLVnM/edit
[8] http://www.counselorsoffice.org/2012/03/school-counseling-one-of-best-jobs-of.html?spref=tw
[7] http://www.washingtonpost.com/blogs/class-struggle/post/six-non-college-reasons-not-to-blow-off-high-school/2012/11/07/ac908d74-290e-11e2-bab2-eda299503684_blog.html?wprss=rss_education
[7] http://www.counselorsoffice.org/2011/11/academic-interventionist.html?spref=tw
[7] http://www.counselorsoffice.org/2012/12/reflection-crisis.html?spref=tw
[7] http://www.newsobserver.com/2012/03/17/1939245/tayloe-our-at-risk-children-our.html
[7] http://www.thebestcolleges.org/free-online-classes-and-course-lectures/
[6] http://www.counselorsoffice.org/2012/06/mirror-mirror-importance-of-reflection.html?spref=tw
[6] http://sconlineprofessionalexchange.wikispaces.com/Blogroll

Top URLs in Tweet in G2:
[7] http://go.hobsons.com/college-readiness-gap
[6] http://m.psychologytoday.com/blog/who-am-i/201208/college-readiness-checklist
[5] https://goo.gl/GK8MA
[5] http://www.nacacnet.org/events/2012/sessions/Pages/Webcast.aspx
[4] http://www.edutopia.org/stw-college-career-stem-school
[4] https://huff.to/RRzofU
[4] https://www.bizjournals.com/boston/inno?p=220903
[4] http://admissionsblog-spultz.blogspot.com/2012/09/the-waiting-is-hardest-part-story-of.html
[4] https://wp.me/pwVEr-5te
[3] https://twitter.com/RISCATweets/status/248526124588609536/photo/1

Top URLs in Tweet in G3:
[11] http://anarchistsoccermom.blogspot.com/2012/12/thinking-unthinkable.html?m=1
[9] http://www.learner.org/courses/neuroscience/
[9] https://huff.to/HBfsGB
[5] http://www.happychild.com.au/articles/social-and-emotional-learning-programs-for-schools?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+Happychild+(happychild+-+Helping+Parents+Raise+Children+With+Emotional+Intelligence+-+A+happy+child+makes+a+world+of+difference)&utm_content=Google+Reader
[5] https://huff.to/MgndGC
[5] http://www.nytimes.com/2012/07/10/opinion/brooks-the-opportunity-gap.html?smid=tw-share
[5] https://youtu.be/U9-phWL8t08
[5] https://huff.to/NapYeN
[4] http://www.youtube.com/watch?v=HrUXWRHRAlk&feature=plcp

[4] http://www.forbes.com/sites/alicegwalton/2012/04/24/why-autistic-children-are-bullied-more/

Top URLs in Tweet in G4:
[16] http://money.usnews.com/careers/best-jobs/school-counselor
[7] http://chronicle.com/blogs/headcount/the-admissions-lexicon-is-vast-and-confounding/30082
[6] http://www.thebestcolleges.org/free-online-classes-and-course-lectures/
[6] http://savvyschoolcounselor.com/3-important-tips-for-new-school-counselors/
[4] http://www.edutopia.org/stw-student-stress-meditation-overview
[4] http://pinterest.com/pin/261208847108584085/
[4] http://www.usi.edu/distance/bdt.htm
[4] http://www.usnews.com/education/blogs/twice-the-college-advice/2012/12/04/how-to-make-a-high-school-resume
[4] http://education.ted.com/
[4] https://go.usa.gov/Yj4z

Top URLs in Tweet in G5:
[11] https://docs.google.com/document/d/1ENB1m9bwPnDvh94j1WoGdkPH1Solb48oe1CPG4CLVnM/edit
[7] https://docs.google.com/spreadsheet/viewform?formkey=dFNtdi1jVzZaR0ZpNnB6YlRrWmNRQnc6MQ#gid=0
[7] https://www.facebook.com/schcounselor
[5] http://www.schcounselor.com
[5] http://some.ly/UM9Wxd/
[5] http://www.schcounselor.com/2012/07/book-crawler-app-review-and-giveaway.html?utm_source=twitterfeed&utm_medium=twitter
[5] https://docs.google.com/document/d/1LUOht5t7udRDagLrEA3h9Id3GYmZvj6RJRTL3qPgwCs/edit
[5] http://t.co/3f8OaNfW
[4] https://twitter.com/jmdielschneider/status/277167412904869888/photo/1
[4] https://twitter.com/sch_counselor/school-counselors/members

Top URLs in Tweet in G6:
[5] https://sspellmancann.jux.com/250452
[4] https://www.overdrive.com/sandyhook
[3] https://wp.me/p2fqhv-qY
[3] https://www.educatorstechnology.com/2012/08/teacher-educational-technology-guides.html
[3] https://www.livebinders.com/play/play/144283
[2] http://www.adweek.com/digital/prevent-bullying-page_b102545
[2] https://will.i.am/
[2] https://youtu.be/cyVzjoj96vs
[2] http://yhoo.it/MlaYvk
[2] https://aurorak12.org/disaster-recovery/

Top URLs in Tweet in G7:
[28] http://www.mytowntutors.com/2012/06/advocate-for-teens-but-dont-serve-up-excuses/
[24] http://ow.ly/g5bbG
[22] http://www.teenagewhisperer.co.uk/troubled-teens-my-consumption-your-compassion/
[20] http://www.teenagewhisperer.co.uk/whats-the-point-magical-tools-and-resource-rabbit-holes/
[6] http://athens.patch.com/articles/are-you-a-superhero-or-a-sidekick
[6] http://humaneconnectionblog.blogspot.com/2012/09/matt-langdon-ditching-anti-bullying.html
[6] http://understandingteenagers.com.au/blog/2010/06/10-things-for-adults-to-know-about-teens-greif/
[4] http://news.nationalpost.com/2012/04/06/is-a-new-found-focus-on-the-bullying-epidemic-misidentifying-the-problem/
[4] https://huff.to/LlVAJ7
[4] http://anarchistsoccermom.blogspot.com/2012/12/thinking-unthinkable.html?m=1

Top URLs in Tweet in G8:
[3] https://tagdef.com/scchat
[2] http://counselorsoffice.blogspot.com/2012/09/shepherding-flock-supporting-new-school.html?spref=tw
[1] http://CyberCitizen.org/z49426
[1] https://goo.gl/fb/34mo5
[1] https://goo.gl/fb/FpyPc
[1] https://mashable.com/2012/02/19/travel-the-world-time-lapse/
[1] http://www.schcounselor.com/2012/11/scchat-principal-and-school-counselor.html?utm_source=feedburner&utm_medium=twitter&utm_campaign=Feed%3A+schcounselor+%28School+Counselor+Blog%29
[1] http://CyberCitizen.org/z16903
[1] http://CyberCitizen.org/z85e4e
[1] http://CyberCitizen.org/ze940d

Top URLs in Tweet in G9:
[26] http://www.studentaid.ed.gov/sites/default/files/1%200%20Why%20Go%20to%20College%20Earnings%20Chart%202012-07-05.png
[3] https://poplarbluff.tedk12.com/hire/ViewJob.aspx?JobID=128
[3] http://waldwickcounselor.blogspot.com/2012/10/do-not-let-your-self-worth-be-defined.html?spref=tw
[3] http://www.rollingstone.com/music/news/lady-gaga-bringing-teen-counseling-service-on-the-road-20121230
[3] https://i.imgur.com/E1CN5.jpg
[2] http://www.thegateway.org/browse/G24846
[2] http://money.usnews.com/careers/best-jobs/school-counselor
[2] http://waldwickcounselor.blogspot.com/2012/12/tips-for-talking-to-children-about.html?spref=tw
[1] http://mydiscover-e.org/
[1] http://community.weareteachers.com/t5/WeAreTeachers-Blog/5-Tips-For-Empowering-Girls-in-The-Classroom-and-Beyond/ba-p/549

Top URLs in Tweet in G10:
[20] https://www.facebook.com/photo.php?fbid=546824358679430&set=a.167626886599181.40159.133038936724643&type=1
[2] http://bit.ly/S95xkU
[2] https://huff.to/RUEgRI
[2] https://uiowa.qualtrics.com/SE/?SID=SV_9H2acIvO7U2dNfm
[2] https://huff.to/PuhRa2
[1] http://www.edtrust.org/dc/press-room/press-release/advancing-to-completion-colleges-taking-responsibility-for-student-succe
[1] http://www.edtrust.org/dc/resources/events/2012conference
[1] http://www.gapraconnect.com/bullying-blog/
[1] https://huff.to/10klGqI
[1] https://sconlineprofessionalexchange.blogspot.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[197] goo.gl
[192] washingtonpost.com
[179] counselorsoffice.org
[154] nytimes.com
[149] blogspot.com
[143] twitter.com
[127] huff.to
[114] pinterest.com
[113] wp.me
[111] usnews.com

Top Domains in Tweet in G1:
[165] counselorsoffice.org
[154] washingtonpost.com
[109] nytimes.com
[102] goo.gl
[82] npr.org
[70] twitter.com
[65] usnews.com
[64] blogspot.com
[54] huff.to
[49] pinterest.com

Top Domains in Tweet in G2:
[29] goo.gl
[24] wp.me
[13] huff.to
[11] washingtonpost.com
[10] blogspot.com
[9] twitter.com
[9] edweek.org
[8] nacacnet.org
[8] youtu.be
[7] naviance.com

Top Domains in Tweet in G3:
[25] huff.to
[21] tolerance.org
[15] edweek.org
[14] nytimes.com
[12] sciencedaily.com
[12] blogspot.com
[11] psychologytoday.com
[10] washingtonpost.com
[10] schoolclimate.org
[9] youtube.com

Top Domains in Tweet in G4:
[22] usnews.com
[19] huff.to
[17] pinterest.com
[14] nytimes.com
[7] washingtonpost.com
[7] savvyschoolcounselor.com
[7] chronicle.com
[6] thebestcolleges.org
[6] usa.gov
[5] twitter.com

Top Domains in Tweet in G5:
[50] schcounselor.com
[35] pinterest.com
[34] goo.gl
[30] google.com
[27] twitter.com
[12] wp.me
[11] facebook.com
[10] amazon.com
[10] t.co
[7] some.ly

Top Domains in Tweet in G6:
[38] wp.me
[26] jux.com
[19] twitter.com
[17] shar.es
[13] blogspot.com
[8] youtu.be
[5] youtube.com
[5] educatorstechnology.com
[5] livebinders.com
[4] pinterest.com

Top Domains in Tweet in G7:
[45] co.uk
[28] mytowntutors.com
[24] ow.ly
[12] blogspot.com
[6] patch.com
[6] com.au
[5] huff.to
[5] sciencedaily.com
[5] netfamilynews.org
[4] nationalpost.com

Top Domains in Tweet in G8:
[16] cybercitizen.org
[5] google.com
[3] blogspot.com
[3] tagdef.com
[2] goo.gl
[2] twitter.com
[1] mashable.com
[1] schcounselor.com
[1] trap.it
[1] promoteprevent.org

Top Domains in Tweet in G9:
[26] ed.gov
[8] thegateway.org
[8] jesand.co
[7] blogspot.com
[5] usnews.com
[3] tedk12.com
[3] booksformilitarychildren.info
[3] rollingstone.com
[3] imgur.com
[2] t.co

Top Domains in Tweet in G10:
[20] facebook.com
[5] huff.to
[3] twitter.com
[2] edtrust.org
[2] bit.ly
[2] blogspot.com
[2] co.uk
[2] qualtrics.com
[2] instagr.am
[1] gapraconnect.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7618] scchat
[1625] edchat
[642] schoolcounselor
[446] schoolcounselors
[258] asca12
[185] schoolcounseling
[162] educhat
[154] emchat
[152] cpchat
[129] bullying



Top Hashtags in Tweet in G1:
[4066] scchat
[756] edchat
[339] schoolcounselor
[303] schoolcounselors
[192] asca12
[101] lgbt
[70] college
[68] psc
[55] edtech
[53] counseling

Top Hashtags in Tweet in G2:
[587] scchat
[153] emchat
[89] schoolcounselor
[67] edchatri
[55] edchat
[26] admissions
[24] asca12
[11] college
[10] commonapp
[10] fspblog

Top Hashtags in Tweet in G3:
[230] scchat
[224] edchat
[137] educhat
[71] cpchat
[62] pto
[26] ptchat
[23] k12
[19] bullying
[16] sel
[14] youth

Top Hashtags in Tweet in G4:
[313] scchat
[119] edchat
[35] cpchat
[14] edtech
[9] schoolcounselor
[8] college
[7] admissions
[6] schoolcounseling
[6] schoolcounselors
[6] highered

Top Hashtags in Tweet in G5:
[775] scchat
[90] schoolcounselor
[58] schoolcounselors
[35] schoolcounseling
[34] asca12
[19] edchat
[14] csl521
[14] risca12
[12] asca2012
[11] nscw

Top Hashtags in Tweet in G6:
[427] scchat
[136] edchat
[58] schoolcounselor
[57] schoolcounseling
[35] schoolcounselors
[17] bullying
[15] edtech
[14] ptchat
[12] socialwork
[9] nsca2012

Top Hashtags in Tweet in G7:
[138] scchat
[97] edchat
[75] ukedchat
[44] youth
[36] kids
[34] mentalhealth
[32] teens
[30] adolescence
[29] parenting
[24] pto

Top Hashtags in Tweet in G8:
[80] scchat
[17] bullying
[16] cyberbullying
[9] edchat
[4] asca12
[3] blackfriday
[3] cybermonday
[3] deals
[3] tips
[3] sucrecouture

Top Hashtags in Tweet in G9:
[101] scchat
[57] edchat
[9] selfesteem
[8] military
[8] sschat
[7] health
[5] librarians
[5] girlpower
[5] engchat
[5] njed

Top Hashtags in Tweet in G10:
[67] scchat
[8] schoolcounselor
[7] edchat
[6] parenting
[6] nsca2012
[3] infographicfriday
[2] bullying
[2] elemchat
[1] edtrust2012
[1] csl521

Top Words
Top Words in Tweet in Entire Graph:
[7673] #scchat
[1653] #edchat
[1447] school
[680] students
[647] #schoolcounselor
[571] counselor
[548] sch_counselor
[532] great
[462] college
[457] cnslrdarrell

Top Words in Tweet in G1:
[4096] #scchat
[763] #edchat
[654] school
[385] students
[351] sch_counselor
[343] #schoolcounselor
[323] great
[318] ecmmason
[306] #schoolcounselors
[297] cnslrdarrell

Top Words in Tweet in G2:
[601] #scchat
[153] #emchat
[141] college
[115] school
[96] naviance
[89] #schoolcounselor
[70] cnslrdarrell
[68] counselor
[67] #edchatri
[67] counselors

Top Words in Tweet in G3:
[232] #edchat
[230] #scchat
[137] #educhat
[129] school_climate
[71] #cpchat
[62] #pto
[54] bullying
[44] school
[38] social
[36] emotional

Top Words in Tweet in G4:
[314] #scchat
[123] school
[119] #edchat
[91] juliavtaylor
[49] counseling
[35] #cpchat
[31] counselor
[31] best
[25] high
[23] great

Top Words in Tweet in G5:
[779] #scchat
[229] school
[136] counselor
[118] sch_counselor
[91] #schoolcounselor
[66] students
[59] more
[58] #schoolcounselors
[57] great
[51] blog

Top Words in Tweet in G6:
[429] #scchat
[136] #edchat
[92] school
[58] #schoolcounseling
[58] #schoolcounselor
[48] great
[39] students
[35] #schoolcounselors
[28] counseling
[27] counselors

Top Words in Tweet in G7:
[138] #scchat
[97] #edchat
[75] #ukedchat
[66] plsrt
[44] #youth
[42] marjieknudsen
[38] teen_whisperer
[36] #kids
[34] #mentalhealth
[32] #teens

Top Words in Tweet in G8:
[80] #scchat
[27] school
[17] #bullying
[16] #cyberbullying
[14] counselors
[13] counselor
[10] free
[10] conference
[9] #edchat
[9] online

Top Words in Tweet in G9:
[103] #scchat
[58] #edchat
[38] college
[34] students
[34] justintarte
[33] nice
[33] go
[32] graphic
[32] show
[21] school

Top Words in Tweet in G10:
[67] #scchat
[21] edtrust
[20] capacity
[19] counselor
[16] exceeding
[14] school
[13] infographic
[13] counselors
[8] #schoolcounselor
[7] #edchat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[879] #scchat,#edchat
[379] #edchat,#scchat
[351] school,counselor
[348] #scchat,#schoolcounselor
[226] school,counselors
[206] school,counseling
[137] high,school
[118] #scichat,#science
[118] #scchat,#scichat
[114] #schoolcounselor,#scchat

Top Word Pairs in Tweet in G1:
[606] #scchat,#edchat
[174] #scchat,#schoolcounselor
[133] school,counselor
[116] school,counselors
[105] #edchat,#scchat
[85] school,counseling
[79] #asca12,#scchat
[60] high,school
[59] #schoolcounselor,#scchat
[49] #schoolcounselors,#scchat

Top Word Pairs in Tweet in G2:
[83] #scchat,#schoolcounselor
[56] #emchat,#scchat
[48] #scchat,#emchat
[45] #scchat,#edchatri
[43] #scchat,#edchat
[34] school,counselor
[32] college,readiness
[21] high,school
[18] school,#scchat
[16] school,counselors

Top Word Pairs in Tweet in G3:
[109] #edchat,#educhat
[58] #educhat,#scchat
[41] #scchat,#edchat
[41] #cpchat,#scchat
[35] #educhat,#cpchat
[35] social,emotional
[23] emotional,learning
[18] #scchat,#pto
[17] teaching,tolerance
[16] #edchat,#ptchat

Top Word Pairs in Tweet in G4:
[60] #edchat,#scchat
[43] #scchat,#edchat
[41] school,counseling
[24] school,counselor
[24] high,school
[20] juliavtaylor,school
[20] #edchat,#cpchat
[19] counseling,ranked
[19] best,jobs
[19] ranked,#17

Top Word Pairs in Tweet in G5:
[101] school,counselor
[43] counselor,blog
[37] #scchat,#schoolcounselor
[34] school,counseling
[25] #schoolcounselor,#scchat
[23] school,counselors
[20] #scchat,transcript
[18] career,cafe
[15] tweet,chat
[14] counselor,tweet

Top Word Pairs in Tweet in G6:
[71] #scchat,#edchat
[35] #edchat,#scchat
[28] #scchat,#schoolcounseling
[25] #scchat,#schoolcounselor
[18] school,counselors
[16] juxdotcom,#scchat
[15] school,counseling
[14] school,counselor
[14] sharethis,#scchat
[11] #schoolcounseling,#scchat

Top Word Pairs in Tweet in G7:
[28] #edchat,#ukedchat
[28] guest,mytowntutorsma
[28] #teens,serve
[28] advocate,#teens
[28] mytowntutorsma,#edchat
[28] excuses,guest
[28] serve,excuses
[25] #edchat,#scchat
[24] coming,oh
[24] shut,plsrt

Top Word Pairs in Tweet in G8:
[16] #bullying,#cyberbullying
[10] school,counselor
[9] online,conference
[9] conference,#bullying
[9] free,online
[7] school,counselors
[5] #cyberbullying,school
[4] counselors,#scchat
[4] principal,school
[4] principals,#scchat

Top Word Pairs in Tweet in G9:
[43] #edchat,#scchat
[33] go,college
[32] students,go
[32] nice,graphic
[32] show,students
[32] graphic,show
[31] justintarte,nice
[26] college,#edchat
[10] #scchat,#edchat
[9] middle,school

Top Word Pairs in Tweet in G10:
[16] exceeding,counselor
[16] counselor,capacity
[14] edtrust,#scchat
[13] infographic,exceeding
[13] capacity,edtrust
[8] school,counselors
[4] capacity,counselors
[4] counselors,edtrust
[4] college,career
[4] career,ready

Top Replied-To
Top Replied-To in Entire Graph:
@ecmmason
@sch_counselor
@counselinggeek
@kelly_counselor
@sucrecouture
@mkelley723

Top Replied-To in G1:
@ecmmason
@sch_counselor
@counselinggeek
@kelly_counselor
@mkelley723
@mscajennifer

Top Replied-To in G2:
@alexmwilliams_
@sch_counselor
@wpepin1970
@ashleyhenn
@ecmmason
@alantenreiro
@annmarie0609

Top Replied-To in G3:
@school_climate
@sch_counselor

Top Replied-To in G4:
@ecmmason
@nsemro12
@escorg
@nspencerlpc
@msgraupmann

Top Replied-To in G5:
@ecmmason
@sch_counselor
@kjohnson222
@ambiguouslyjer
@mkelley723
@nspencerlpc

Top Replied-To in G6:
@rebburkhart
@sch_counselor
@ecmmason
@chriswood415
@annmarie0609
@briseboisjoanne
@lindawassom
@devchino
@dianeravitch

Top Replied-To in G8:

Top Replied-To in G9:
@samfancera
@pbjhs

Top Replied-To in G10:
@ecmmason
@escorg
@sch_counselor

Top Mentioned
Top Mentioned in Entire Graph:
@sch_counselor
@juliavtaylor
@ecmmason
@ascatweets
@school_climate
@naviance
@ncsca
@counselinggeek

Top Mentioned in G1:
@sch_counselor
@ecmmason
@juliavtaylor
@ascatweets
@ncsca
@counselinggeek
@mscajennifer

Top Mentioned in G2:
@naviance
@sch_counselor
@alexmwilliams_
@eriqfelix
@mkelley723
@dobregon
@jhiscock
@juliavtaylor

Top Mentioned in G3:
@school_climate
@rosalindwiseman
@bullybust
@micheleborba
@edutopia
@drpricemitchell
@educationweek
@drdavidsack
@tvanderark

Top Mentioned in G4:
@juliavtaylor
@sch_counselor
@ascatweets
@conniemward
@ecmmason
@svyschcounselor
@rosalindwiseman

Top Mentioned in G5:
@sch_counselor
@ecmmason
@ascatweets
@juliavtaylor
@freespiritbooks
@kjohnson222
@mscajennifer

Top Mentioned in G6:
@juxdotcom
@schcslgbyheart
@sharethis
@sch_counselor
@juliavtaylor
@lindawassom
@trishhatch
@ecmmason
@cherylkreik

Top Mentioned in G7:
@marjieknudsen
@teen_whisperer
@mytowntutorsma
@drlynnekenney
@annecollier
@shapingyouth
@humaneeducation
@rosalindwiseman
@kidlutions
@toddkashdan

Top Mentioned in G8:

Top Mentioned in G9:
@justintarte
@weareteachers
@pbjhs
@wms_counselor
@mrsussman
@ncsca
@ecmmason
@sch_counselor
@juliavtaylor

Top Mentioned in G10:
@edtrust
@janebalvanz
@ecmmason
@cherylkreik
@huffpostedu
@mbaenews
@smile307
@huffpostwomen
@vcu

Top Tweeters
Top Tweeters in Entire Graph:
@robinsportsnews
@walmart
@nytimes
@mashable
@wbaltv11
@time
@cnn
@dihoppy
@rascality
@ctvnews

Top Tweeters in G1:
@wbaltv11
@iamdrwill
@zaibatsu
@skype
@stltoday
@usnews
@newsobserver
@victoriassecret
@thinkprogress
@pammoran

Top Tweeters in G2:
@hashonomy_gus
@educationweek
@jodiokun
@wnyc
@someecards
@dculberhouse
@usnewseducation
@frontlinepbs
@curriculumblog
@hashtracking

Top Tweeters in G3:
@mtv
@npr
@kidlutions
@ascd
@dubioseducator
@chilligaz
@longreads
@flourishingkids
@ms_honeyy
@americaspromise

Top Tweeters in G4:
@robinsportsnews
@msnbc
@starbucks
@college_experts
@scorebusters
@web20classroom
@katiecouric
@constanceiloh
@braintrack
@ktbkr4

Top Tweeters in G5:
@cybraryman1
@target
@vistaprint
@shutterfly
@wordpressdotcom
@scottrrocco
@ejuc8or
@ivywise
@oldbarbedwire
@ilpublicmedia

Top Tweeters in G6:
@nytimes
@mashable
@cnn
@ctvnews
@wmchamberlain
@dianeravitch
@angelamaiers
@rmbyrne
@luc_germain
@huffpostparents

Top Tweeters in G7:
@rascality
@hazelklarkin
@popmathobela
@joegandelman
@drlynnekenney
@taleofabaseball
@remedyke
@innerwisdom1
@cece1024
@raduede

Top Tweeters in G8:
@persiga
@newtagdefs
@workathometwt
@http_web
@gatospatch
@mrsbeck25
@briannemcd
@randy_matusky
@debimcneal
@ccpa_careerchpt

Top Tweeters in G9:
@time
@downsynadvocacy
@justintarte
@weareteachers
@azhsprin
@directhitsfan
@deborahgist
@samfancera
@chuckgrable
@ski626

Top Tweeters in G10:
@dihoppy
@huffpostwomen
@akilbello
@minutrition
@edfocus
@edtrust
@huffpostedu
@principalspage
@rogers_suzanne
@vcu


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