#SCChat, Twitter, 3/20/2023 6:59:37 PM, 291664


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#SCChat Twitter NodeXL SNA Map and Report for Monday, 20 March 2023 at 18:22 UTC
#SCChat Twitter NodeXL SNA Map and Report for Monday, 20 March 2023 at 18:22 UTC
From:
marc_smith
Uploaded on:
March 20, 2023
Short Description:
#SCChat via NodeXL https://bit.ly/3JTedvO
@jeffhiseredu
@nacac
@naviance
@sspellmancann
@cbelser_psc
@ascatweets
@rsabella
@scholarbound
@counselinggeek
@barbaragruener

Top hashtags:
#scchat
#sccrowd
#edchat
#hscchat
#emchat
#college
#collegebound
#reachhigher

Description:
Description
The graph represents a network of 3,856 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 40,000 tweets, tweeted between 1/1/2011 12:00:00 AM and 12/31/2016 11:59:59 PM. The network was obtained from Twitter on Monday, 20 March 2023 at 18:46 UTC.

The tweets in the network were tweeted over the 1961-day, 23-hour, 43-minute period from Friday, 19 August 2011 at 03:28 UTC to Sunday, 01 January 2017 at 03:12 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 : 3856
Unique Edges : 4708
Edges With Duplicates : 15069
Total Edges : 19777
Number of Edge Types : 9
Retweet : 5210
MentionsInRetweet : 6557
Mentions : 2529
Tweet : 3571
Quote : 813
Replies to : 323
MentionsInReplyTo : 440
MentionsInQuote : 333
MentionsInQuoteReply : 1
Self-Loops : 3971
Reciprocated Vertex Pair Ratio : 0.0508181455367833
Reciprocated Edge Ratio : 0.0967211039372072
Connected Components : 78
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 3718
Maximum Edges in a Connected Component : 19515
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.533663
Graph Density : 0.000531386731678964
Modularity : 0.307064
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,856 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 40,000 tweets, tweeted between 1/1/2011 12:00:00 AM and 12/31/2016 11:59:59 PM. The network was obtained from Twitter on Monday, 20 March 2023 at 18:46 UTC.

The tweets in the network were tweeted over the 1961-day, 23-hour, 43-minute period from Friday, 19 August 2011 at 03:28 UTC to Sunday, 01 January 2017 at 03:12 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:
[148] https://www.nacacnet.org/news--publications/Research/postsecondaryattendance/?platform=hootsuite
[120] https://twitter.com/JeffHiserBL/status/779121381849956352/photo/1
[105] http://www.nacacnet.org/research/PublicationsResources/Marketplace/student/Pages/GetInTheGame.aspx
[86] http://trib.al/ijIWMpQ
[45] https://indd.adobe.com/view/3f2b15ba-0893-4241-83ad-7cd120aaf66f
[43] https://twitter.com/draalston/status/796774651892531200
[41] https://twitter.com/JeffHiserBL/status/769898113733582849/photo/1
[41] http://www.usnews.com/education/best-colleges/articles/2015/09/09/infographic-what-makes-a-strong-college-essay?src=usn_tw
[39] https://naviance.com/resources/entry/blog-5-ways-to-help-your-kid-with-the-new-satwithout-driving-both-of-you-cr?utm_source=linkedin&utm_medium=referral&utm_content=naviance_blog_5_ways_help_new_sat&cid=701i0000001SB0f
[33] https://nerdybookclub.wordpress.com/2016/08/27/top-ten-books-to-build-a-classroom-culture-by-cindy-christiansen/

Top URLs in Tweet in G1:
[25] http://ln.is/
[22] https://www.nacacnet.org/news--publications/Research/postsecondaryattendance/?platform=hootsuite
[21] https://www.thecounselinggeek.com/2016/08/efficient-school-counselors.html
[17] https://wp.me/p2BxKN-4r5
[15] https://www.thecounselinggeek.com/2015/11/academic-success-groups.html
[14] https://www.schoolcounselor.org/asca/media/asca/home/2016-17AwarenessCalendar.pdf
[13] https://www.theatlantic.com/education/archive/2016/09/the-neglected-link-in-the-high-school-to-college-pipeline/500213/
[12] https://twitter.com/FSabens/status/762039292629622784/photo/1
[12] https://twitter.com/FSabens/status/775031019640459264/photo/1
[12] https://twitter.com/FSabens/status/766006052290699264/photo/1

Top URLs in Tweet in G2:
[121] https://www.nacacnet.org/news--publications/Research/postsecondaryattendance/?platform=hootsuite
[93] http://www.nacacnet.org/research/PublicationsResources/Marketplace/student/Pages/GetInTheGame.aspx
[41] https://indd.adobe.com/view/3f2b15ba-0893-4241-83ad-7cd120aaf66f
[38] https://naviance.com/resources/entry/blog-5-ways-to-help-your-kid-with-the-new-satwithout-driving-both-of-you-cr?utm_source=linkedin&utm_medium=referral&utm_content=naviance_blog_5_ways_help_new_sat&cid=701i0000001SB0f
[29] http://www.huffingtonpost.com/ishan-puri/acing-your-college-admiss_b_11968808.html
[28] http://www.nacacnet.org/issues-action/LegislativeNews/Pages/PPY.aspx
[27] https://money.com/?
[27] http://www.usnews.com/education/best-colleges/articles/2015/09/09/infographic-what-makes-a-strong-college-essay?src=usn_tw
[26] https://www.hobsons.com/resources/entry/8-essential-questions-to-ask-on-your-next-college-visit?utm_source=t.co&utm_medium=referral&utm_content=hobsons_blog_eight_questions_ask_college_visit&cid=701i0000001SB1n
[25] https://naviance.com/content/college-profile-pages?utm_source=t.co&utm_medium=referral&utm_content=hobsons_college_profile_pages

Top URLs in Tweet in G3:
[118] https://twitter.com/JeffHiserBL/status/779121381849956352/photo/1
[82] http://trib.al/ijIWMpQ
[40] https://twitter.com/JeffHiserBL/status/769898113733582849/photo/1
[40] https://twitter.com/draalston/status/796774651892531200
[29] https://www.edutopia.org/blog/8-pathways-every-students-success-marilyn-price-mitchell
[24] http://www.usnews.com/education/blogs/college-admissions-playbook/articles/2016-09-13/5-questions-seniors-should-ask-high-school-counselors?src=usn_tw
[24] http://www.usnews.com/education/scholarship-search-insider/articles/2016-09-22/tips-to-avoid-7-common-scholarship-application-pitfalls?src=usn_tw
[23] https://www.edutopia.org/practice/advisory-22-ways-build-relationships-educational-success
[20] http://trib.al/MHgkEDO
[15] http://www.usnews.com/education/best-colleges/articles/2016-09-13/college-admissions-deans-counselors-talk-how-to-get-in?src=usn_tw

Top URLs in Tweet in G4:
[11] https://imperfectfamilies.com/do-you-react-or-respond-to-your-kids/
[8] https://twitter.com/mattjbeck/status/780763858709405696/photo/1
[7] https://twitter.com/MrOlcott/status/801237164046581760/photo/1
[6] https://twitter.com/sjunkins/status/769278479233933312/photo/1
[5] https://ww2.kqed.org/mindshift/2016/08/19/why-teachers-say-practicing-mindfulness-is-transforming-the-work/
[5] https://twitter.com/cjh_counselor/status/768230639619284992/photo/1
[5] https://twitter.com/cjh_counselor/status/773267194050285568/photo/1
[4] https://www.weforum.org/agenda/2016/02/what-skills-do-graduates-need-to-get-a-job/?utm_content=buffer82f9f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/WCIGuidance/status/800484310625226752/photo/1
[3] http://www.schoolcounselor.org/school-counselors-members/professional-development/learn-more/helping-students-after-election

Top URLs in Tweet in G5:
[10] https://myblueprintstory.com/landing-your-dream-job
[10] https://myblueprintstory.com/asking-the-right-questions
[10] https://myblueprintstory.com/how-are-christian-colleges-preparing-tomorrows-leaders
[9] https://myblueprintstory.com/behind-closed-doors
[7] https://myblueprintstory.com/cutting-the-cost-of-college
[7] https://myblueprintstory.com/10-mistakes-to-avoidwhen-choosing-a-college
[4] http://www.naccapguide.com/app.php?RelId=6.6.1.6.1&utm_content=buffer61f8b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://ln.is/
[4] https://twitter.com/MDCPS/status/798919888844812292/photo/1
[3] https://www.kqed.org/mindshift/43049/20-tips-to-help-de-escalate-interactions-with-anxious-or-defiant-students

Top URLs in Tweet in G6:
[33] https://nerdybookclub.wordpress.com/2016/08/27/top-ten-books-to-build-a-classroom-culture-by-cindy-christiansen/
[8] https://www.linkedin.com/pulse/do-mindfulness-coloring-pages-really-help-calm-refocus-laura-zimmer
[5] https://freespiritpublishingblog.com/2016/08/29/teaching-kids-the-importance-of-trustworthiness/
[4] https://www.realsimple.com/work-life/family/kids-parenting/how-to-increase-empathy-in-your-child
[4] https://freespiritpublishingblog.com/2016/11/10/teaching-kids-the-importance-of-caring/
[4] http://entirelyelementary.blogspot.com/2016/08/today-is-great-day-you-canbulletin-board.html
[3] https://www.teachinginroom6.com/2016/08/beginning-with-growth-mindset.html
[3] https://www.mindsetkit.org/topics/about-growth-mindset
[3] https://freespiritpublishingblog.com/2016/10/04/enter-to-win-resources-for-national-bullying-prevention-month/
[3] https://twitter.com/micheleborba/status/769995326266671107/photo/1

Top URLs in Tweet in G7:
[7] https://twitter.com/Nassau2013/status/785582942739312640/photo/1
[4] https://twitter.com/Nassau2013/status/788106671117570048/photo/1
[4] https://twitter.com/TopDogTeaching/status/806262346951884801/photo/1
[4] https://twitter.com/MrsSanderSC/status/769254118649102336/photo/1
[4] https://twitter.com/MrsSanderSC/status/797180383557259265/photo/1
[4] https://twitter.com/MrsSanderSC/status/787022303586582528/photo/1
[3] https://higheredlive.com/state-of-college-admission-update/
[3] https://twitter.com/MrsSanderSC/status/783725086817804288/photo/1
[2] https://twitter.com/HealingMB/status/804037646737670157
[2] https://atlantablackstar.com/2016/09/27/report-there-are-too-few-school-counselors-for-traumatized-black-children-but-plenty-of-punishment/

Top URLs in Tweet in G8:
[7] http://fw.to/oGJ28aB
[5] https://twitter.com/JohnKingatED/status/811226878782509056
[4] https://www.theatlantic.com/education/archive/2016/09/the-neglected-link-in-the-high-school-to-college-pipeline/500213/
[3] https://twitter.com/FSabens/status/763568567472230401/photo/1
[3] https://www.nacacnet.org/news--publications/Research/postsecondaryattendance/?platform=hootsuite
[3] https://www.npr.org/sections/ed/2016/09/20/459843929/heres-how-schools-can-support-students-mental-health?utm_campaign=storyshare&utm_source=facebook.com&utm_medium=social?utm_campaign=storyshare&utm_source=facebook.com&utm_medium=social
[3] http://TalkToKids.net
[3] https://chalkbeat.org/posts/in/2016/11/01/a-new-30m-initiative-will-let-schools-create-their-own-solutions-to-indianas-counselor-shortage/
[2] https://data.huffingtonpost.com/2016/school-police/new-york-and-connecticut
[2] https://express.adobe.com/page/CGDlQPbzQKLzq/

Top URLs in Tweet in G9:
[8] https://app.participate.com/chats/scchat
[4] https://www.amazon.com/dp/B01N40644U/ref=sr_1_3?s=mobile-apps&ie=UTF8&qid=1479374801&sr=1-3
[4] http://www.parentscountdowntocollegecoach.com/2014/05/22/25-school-counselors/
[2] http://www.schoolcounselortv.com/2016/12/school-suspensions-are-adult-behavior.html
[2] https://twitter.com/rsabella/status/811298850883469312/photo/1
[1] https://twitter.com/doug_rivera7/status/811589655346970624/photo/1
[1] https://www.applitrack.com/cr/onlineapp/default.aspx?Category=Elementary+School+Teaching&subcategory=Other#.V6j8xBNDZHI.twitter
[1] https://www.nbc.com/saturday-night-live/video/undecided-voter/n27698
[1] http://www2.lightswitchlearning.com/l/137661/2016-09-22/zvh33/15454
[1] http://mobile.edweek.org/c.jsp?cid=25919951&bcid=25919951&rssid=25919941&item=http://api.edweek.org/v1/ew/%3Fuuid%3DCACAAA9A-7130-11E6-B04A-C8EDB3743667

Top URLs in Tweet in G10:
[4] https://www.nytimes.com/2013/11/10/business/they-loved-your-gpa-then-they-saw-your-tweets.html
[3] https://socialassurity.university/
[2] https://www.huffingtonpost.com/chris-barnes/five-ways-to-make-sure-so_b_11337648.html
[2] https://socialassurity.university/blog/social-media-impact-college-admissions-employment-decisions
[1] http://www.fool.com/retirement/2016/10/16/heres-what-the-average-american-owes-after-college.aspx
[1] https://twitter.com/Sibilia_tweets/status/793087593852305408/photo/1
[1] https://www.foxnews.com/us/2016/09/30/tennessee-school-counselor-talks-student-with-gun-out-shooting.html
[1] https://twitter.com/Sibilia_tweets/status/766707683521159168/photo/1
[1] http://www.nacacnet.org/research/PublicationsResources/Marketplace/student/Pages/GetInTheGame.aspx
[1] https://twitter.com/Sibilia_tweets/status/776788733769162752/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[4128] twitter.com
[1185] nacacnet.org
[354] hobsons.com
[267] usnews.com
[242] paper.li
[235] myblueprintstory.com
[208] trib.al
[138] nytimes.com
[121] youtube.com
[117] thecounselinggeek.com

Top Domains in Tweet in G1:
[1739] twitter.com
[116] paper.li
[110] thecounselinggeek.com
[70] npr.org
[69] youtube.com
[53] nacacnet.org
[51] edweek.org
[50] nytimes.com
[42] blogspot.com
[40] schoolcounselor.org

Top Domains in Tweet in G2:
[1094] nacacnet.org
[790] twitter.com
[343] hobsons.com
[97] prompt.com
[94] usnews.com
[79] ow.ly
[75] huffingtonpost.com
[73] naviance.com
[63] adobe.com
[55] nytimes.com

Top Domains in Tweet in G3:
[420] twitter.com
[173] trib.al
[152] usnews.com
[61] edutopia.org
[15] collegeboard.org
[13] youtube.com
[13] nytimes.com
[13] act.org
[12] fb.me
[11] nacacnet.org

Top Domains in Tweet in G4:
[196] twitter.com
[15] kqed.org
[15] npr.org
[13] washingtonpost.com
[11] imperfectfamilies.com
[9] trib.al
[6] additudemag.com
[5] weforum.org
[5] nytimes.com
[4] huffingtonpost.com

Top Domains in Tweet in G5:
[575] twitter.com
[235] myblueprintstory.com
[30] paper.li
[29] naccapguide.com
[21] edweek.org
[20] kqed.org
[18] edsurge.com
[14] scholarbound.com
[14] gettingsmart.com
[14] hechingerreport.org

Top Domains in Tweet in G6:
[52] twitter.com
[35] wordpress.com
[23] freespiritpublishingblog.com
[8] blogspot.com
[8] linkedin.com
[4] realsimple.com
[3] teachinginroom6.com
[3] mindsetkit.org
[3] huffingtonpost.com
[3] gumroad.com

Top Domains in Tweet in G7:
[115] twitter.com
[36] paper.li
[5] ed.gov
[4] higheredlive.com
[3] nacacnet.org
[3] goo.gl
[2] washingtonpost.com
[2] atlantablackstar.com
[2] huffingtonpost.com
[2] nytimes.com

Top Domains in Tweet in G8:
[56] twitter.com
[7] nacacnet.org
[7] chalkbeat.org
[7] fw.to
[6] npr.org
[5] theatlantic.com
[4] trib.al
[3] talktokids.net
[3] admithub.com
[2] huffingtonpost.com

Top Domains in Tweet in G9:
[11] sciencedaily.com
[9] twitter.com
[8] participate.com
[4] amazon.com
[4] parentscountdowntocollegecoach.com
[2] lightswitchlearning.com
[2] shambles.net
[2] schoolcounselortv.com
[1] applitrack.com
[1] nbc.com

Top Domains in Tweet in G10:
[13] twitter.com
[9] socialassurity.university
[6] nytimes.com
[2] huffingtonpost.com
[2] nytedu.com
[1] fool.com
[1] foxnews.com
[1] nacacnet.org
[1] gametheory.college
[1] mjhlifesciences.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10032] scchat
[2297] sccrowd
[1148] edchat
[982] hscchat
[818] emchat
[564] college
[521] collegebound
[422] reachhigher
[340] escchat
[298] nacacfairs



Top Hashtags in Tweet in G1:
[4227] scchat
[1239] sccrowd
[328] edchat
[225] escchat
[154] lmsbest
[136] midmsca
[114] reachhigher
[110] hscchat
[109] cpsbest
[106] schoolcounselors

Top Hashtags in Tweet in G2:
[2653] scchat
[650] emchat
[636] hscchat
[470] sccrowd
[416] college
[282] nacacfairs
[246] collegebound
[243] reachhigher
[189] k12
[188] collegechat

Top Hashtags in Tweet in G3:
[936] scchat
[436] edchat
[202] leadupchat
[173] hscchat
[141] edtech
[66] collegebound
[64] sccrowd
[50] physed
[47] pscchat
[44] emchat

Top Hashtags in Tweet in G4:
[347] scchat
[91] edchat
[38] caedchat
[29] schoolcounselor
[23] parenting
[21] sccrowd
[19] mindfulmonday
[18] ncsstar
[17] sel
[16] emchat

Top Hashtags in Tweet in G5:
[759] scchat
[259] sccrowd
[180] collegebound
[179] bp
[163] collegefair
[155] christian
[146] cpchat
[120] college
[102] suptchat
[92] collegeprep

Top Hashtags in Tweet in G6:
[157] scchat
[84] escchat
[33] classroomculture
[29] edslowchat
[28] engagement
[21] tlap
[19] edchat
[18] growthmindset
[14] satchatwc
[13] leadupchat

Top Hashtags in Tweet in G7:
[191] scchat
[19] edchat
[18] sccrowd
[18] cpchat
[17] pbischat
[17] proudtobetsd
[14] webbelem
[13] emchat
[13] apchat
[10] pbis

Top Hashtags in Tweet in G8:
[204] scchat
[78] sccrowd
[16] schoolcounselors
[16] edchat
[13] collegeaccess
[10] reachhigher
[8] degreesnyc
[8] hococpro
[7] sc
[7] equity

Top Hashtags in Tweet in G9:
[72] scchat
[9] edchat
[9] sccrowd
[7] aocc16
[4] hscchat
[4] collaborativepd
[3] schoolcounselor
[3] children
[3] parenting
[3] earlychildhoodeducation

Top Hashtags in Tweet in G10:
[49] scchat
[6] college
[6] admissions
[6] careerservchat
[5] edtechchat
[5] suptchat
[4] socialmedia
[4] edtech
[4] satchat
[4] hscchat

Top Words
Top Words in Tweet in Entire Graph:
[10196] #scchat
[2327] #sccrowd
[1778] school
[1774] students
[1288] #edchat
[1202] college
[1064] nacac
[1014] #hscchat
[970] jeffhiserbl
[844] #emchat

Top Words in Tweet in G1:
[4256] #scchat
[1245] #sccrowd
[1019] school
[526] students
[373] counselors
[344] ascatweets
[332] #edchat
[278] counselor
[265] great
[225] #escchat

Top Words in Tweet in G2:
[2708] #scchat
[913] nacac
[702] college
[674] #emchat
[668] #hscchat
[666] students
[591] naviance
[492] #sccrowd
[424] #college
[310] help

Top Words in Tweet in G3:
[994] #scchat
[839] jeffhiserbl
[557] #edchat
[287] students
[275] #leadupchat
[240] infographic
[173] #hscchat
[144] edutopia
[141] #edtech
[141] scmoq

Top Words in Tweet in G4:
[351] #scchat
[101] school
[93] #edchat
[53] students
[38] #caedchat
[37] counselors
[31] college
[30] rp31
[29] cnslrdarrell
[29] #schoolcounselor

Top Words in Tweet in G5:
[767] #scchat
[259] #sccrowd
[256] gt
[180] #collegebound
[179] #bp
[163] #collegefair
[155] #christian
[146] #cpchat
[145] 30
[140] christian

Top Words in Tweet in G6:
[157] #scchat
[84] #escchat
[80] barbaragruener
[44] micheleborba
[33] books
[33] build
[33] #classroomculture
[32] love
[30] great
[29] needs

Top Words in Tweet in G7:
[191] #scchat
[39] education
[38] latest
[36] training
[33] school
[30] great
[25] sccrowd
[22] usedgov
[21] thanks
[20] need

Top Words in Tweet in G8:
[211] #scchat
[80] #sccrowd
[41] school
[41] students
[37] ascatweets
[32] schenhayes
[26] briseboisjoanne
[21] ncscps
[21] counselors
[20] msavitzromer

Top Words in Tweet in G9:
[72] #scchat
[13] school
[9] tech
[9] favorite
[9] #edchat
[9] #sccrowd
[8] twitter
[8] tool
[7] #aocc16
[6] resources

Top Words in Tweet in G10:
[49] #scchat
[30] college
[26] social
[23] media
[22] students
[18] socialassurity
[16] high
[15] school
[12] admissions
[9] read

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1616] #scchat,#sccrowd
[786] #scchat,#hscchat
[518] #emchat,#scchat
[481] school,counselors
[314] #edchat,#scchat
[292] #scchat,#edchat
[264] #sccrowd,#scchat
[250] #edchat,#leadupchat
[248] jeffhiserbl,infographic
[236] high,school

Top Word Pairs in Tweet in G1:
[905] #scchat,#sccrowd
[276] school,counselors
[200] #sccrowd,#scchat
[176] school,counselor
[150] #scchat,#edchat
[131] school,counseling
[93] #escchat,#scchat
[83] #lmsbest,#cpsbest
[82] ascatweets,#scchat
[78] #scchat,ascatweets

Top Word Pairs in Tweet in G2:
[561] #scchat,#hscchat
[456] #emchat,#scchat
[235] #scchat,#sccrowd
[195] #nacacfairs,#scchat
[186] #hscchat,#sccrowd
[136] learn,more
[125] help,students
[102] #collegebound,#scchat
[99] #sccrowd,#reachhigher
[92] register,#nacacfairs

Top Word Pairs in Tweet in G3:
[229] #edchat,#leadupchat
[228] jeffhiserbl,infographic
[131] #leadupchat,#edtech
[129] #scchat,scmoq
[127] #scchat,#hscchat
[126] #edtech,#scchat
[120] #edchat,#scchat
[118] 101,tech4teachers19
[118] twitter,101
[118] infographic,twitter

Top Word Pairs in Tweet in G4:
[50] #scchat,#edchat
[27] #edchat,#scchat
[27] school,counselors
[25] #scchat,#caedchat
[23] sat,cr
[21] stdts,sat
[18] school,#scchat
[16] #scchat,#sccrowd
[13] #scchat,#emchat
[12] #mindfulness,#scchat

Top Word Pairs in Tweet in G5:
[241] #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 G6:
[77] #scchat,#escchat
[29] books,build
[29] great,books
[29] #classroomculture,nerdybookclub
[29] 10,great
[29] build,positive
[29] positive,#classroomculture
[29] nerdybookclub,#scchat
[28] conley,#scchat
[28] love,sketchnote

Top Word Pairs in Tweet in G7:
[36] latest,education
[36] education,training
[21] #scchat,sccrowd
[18] school,counselors
[17] training,thanks
[17] #edchat,#cpchat
[17] #scchat,#sccrowd
[16] schools,need
[16] including,professional
[16] faculty,staff

Top Word Pairs in Tweet in G8:
[68] #scchat,#sccrowd
[21] #scchat,ascatweets
[17] school,counselors
[10] #scchat,#edchat
[9] police,brutality
[8] excellence,without
[8] financial,aid
[8] ascatweets,ncscps
[7] #sccrowd,ascatweets
[7] msavitzromer,college

Top Word Pairs in Tweet in G9:
[8] tech,tool
[8] favorite,tech
[8] tool,#scchat
[7] #scchat,#aocc16
[5] #edchat,#scchat
[5] #sccrowd,#scchat
[5] school,counselors
[4] #scchat,#sccrowd
[4] #scchat,#hscchat
[4] follow,twitter

Top Word Pairs in Tweet in G10:
[23] social,media
[13] high,school
[12] college,admissions
[9] school,students
[9] use,social
[8] showcase,themselves
[8] themselves,gain
[8] edge,colleges
[8] media,showcase
[8] students,use

Top Replied-To
Top Replied-To in Entire Graph:
@ehordyskiluong
@ecmmason
@briseboisjoanne
@sspellmancann
@fsabens
@ascatweets
@counselorbdavis
@sch_counselor
@counselortraci

Top Replied-To in G1:
@ecmmason
@ehordyskiluong
@sspellmancann
@briseboisjoanne
@ascatweets
@fsabens
@sch_counselor
@counselorbdavis
@bridgethelms
@counselinggeek

Top Replied-To in G2:
@rawolfson
@naviance
@commonapp
@reachhigher
@glhscounselors
@sccacouncil
@counselortraci
@zeemeeapp
@schcounsofcolor
@ehordyskiluong

Top Replied-To in G3:
@theprincetonrev
@sway

Top Replied-To in G4:
@azsca
@ehordyskiluong
@glsen
@collegeboard
@ascatweets
@csanchezclaudio
@counselortraci

Top Replied-To in G5:
@ballstatesc
@pbsteachers
@dhelementary

Top Replied-To in G6:
@jduncanandrade
@counselornelson
@balesinterm
@curriculumblog
@classdojo
@skozuchcounsel
@ehordyskiluong
@lisa_treml
@barbaragruener

Top Replied-To in G7:
@afameducation
@rhondamcknight
@weresoinspired
@lnchase81
@miriambergin
@usedgov
@engcmco
@bookitprogram
@educationweek

Top Replied-To in G8:
@briseboisjoanne
@ehordyskiluong
@schenhayes
@ecmmason
@msavitzromer
@bultsmas
@counselorbdavis
@theintercept
@guardianus

Top Replied-To in G9:

Top Replied-To in G10:
@fsabens

Top Mentioned
Top Mentioned in Entire Graph:
@nacac
@naviance
@ascatweets
@rsabella
@counselinggeek
@mycasc
@fsabens
@edutopia
@nacacfairs

Top Mentioned in G1:
@ascatweets
@rsabella
@mycasc
@counselinggeek
@fsabens
@sspellmancann
@daniellerduarte
@nacac
@juliavtaylor

Top Mentioned in G2:
@nacac
@naviance
@nacacfairs
@kmoppelt
@hobsons
@usnewseducation
@money
@huffingtonpost

Top Mentioned in G3:
@edutopia
@scmoq
@tech4teachers19
@mrsstreett
@jratey
@usnewseducation
@drpricemitchell

Top Mentioned in G4:
@rp31
@cjh_counselor
@mattjbeck
@ascatweets
@glsen
@mrolcott
@wiuquadcities
@tcasocial
@nacac

Top Mentioned in G5:
@mybpstory
@scholarbound
@ballstatesc
@nacac
@draalston
@dhpreps
@rsabella

Top Mentioned in G6:
@barbaragruener
@micheleborba
@nerdybookclub
@tnvora
@freespiritbooks
@charactercounts
@trudyludwig
@mariadismondy
@wolfordcampus

Top Mentioned in G7:
@sccrowd
@usedgov
@pbischat
@drjrjoe
@afameducation
@nassau2013
@nacac
@higheredlive
@ascatweets

Top Mentioned in G8:
@ascatweets
@schenhayes
@briseboisjoanne
@ncscps
@msavitzromer
@nysscatweets
@nacac
@degreesnyc
@dhpeabody

Top Mentioned in G9:
@yingele_parrot
@mindfullygrow

Top Mentioned in G10:
@socialassurity
@amazon
@fsabens
@e_sheninger
@saints_info
@nacac
@ascatweets
@matthenderson44
@usatoday

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@independent
@jamesroy
@thehill
@reuters
@birdwriter7
@astraea_styx
@rousseauagnes
@businessinsider
@blackphysicists

Top Tweeters in G1:
@astraea_styx
@cultiv8hope
@igallupd
@mashable
@abc
@wtop
@nolanews
@freep
@rawstory
@stressfreekids

Top Tweeters in G2:
@bella623
@blackphysicists
@njmike731
@nytimes
@beingexample
@forbes
@washingtonpost
@usmccarterswife
@solitairystorm
@theatlantic

Top Tweeters in G3:
@thehill
@rousseauagnes
@businessinsider
@marshacollier
@gdorn1
@tntmtheshow
@wbur
@cherylw04311691
@smeigedag
@nicholasferroni

Top Tweeters in G4:
@wsj
@bar_zie
@af7qp
@showupforthis
@kohls
@symphonymind
@wef
@picardonhealth
@burgessdave
@mianseh

Top Tweeters in G5:
@independent
@jamesroy
@juandoming
@elaine_perry
@salliemae
@college_experts
@sneakersteal
@teachercast
@thomascmurray
@dhpreps

Top Tweeters in G6:
@birdwriter7
@waltika
@alicekeeler
@wendydelmo
@qz
@suneet7954
@sevenbedrooms18
@nikiohsbarnes
@rucsb
@ryan7read

Top Tweeters in G7:
@time
@nbcnews
@newshour
@babycakebriauna
@techninjatodd
@mrdavidjohns
@realtalk2472
@cbarrows
@garyhgoodridge
@nineycudjo1

Top Tweeters in G8:
@schenhayes
@guardianus
@saragoldrickrab
@ashagony
@leoniehaimson
@stevensinger3
@gothamist
@hrw
@thenation
@carolleisa

Top Tweeters in G9:
@adolwyn
@suzanneshaffer
@mkotnc
@participate
@alexsvenet
@chriskenny233
@dannonl
@media_ssms
@yaujauku
@shamblesguru

Top Tweeters in G10:
@usatoday
@1lavishone
@spyparent
@honsololam
@e_sheninger
@amazon
@socialassurity
@dkemball
@usdol
@torinellis


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