edchat, Twitter, 1/21/2019 5:45:52 PM, 182687


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edchat_2019-01-21_07-54-10.xlsx
edchat_2019-01-21_07-54-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2019
Short Description:
edchat via NodeXL http://bit.ly/2Dp80pb
@mindshiftkqed
@markj_ohnson
@teachthought
@cultofpedagogy
@edutopia
@erik_youngman
@nowakro
@brianmendler
@davidgeurin
@mrsagostinioct

Top hashtags:
#edchat
#edtech
#education
#teachers
#k12
#elearning
#teaching
#sel

Description:
Description
The graph represents a network of 4,627 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 January 2019 at 15:55 UTC.

The requested start date was Monday, 21 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 6-hour, 49-minute period from Monday, 14 January 2019 at 18:03 UTC to Sunday, 20 January 2019 at 00:53 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 4627
Unique Edges : 5424
Edges With Duplicates : 2216
Total Edges : 7640
Number of Edge Types : 3
Tweet : 1660
Mentions : 5823
Replies to : 157
Self-Loops : 1660
Reciprocated Vertex Pair Ratio : 0.0385820603211908
Reciprocated Edge Ratio : 0.0742975674146709
Connected Components : 679
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 2903
Maximum Edges in a Connected Component : 5335
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.763963
Graph Density : 0.000247751617860579
Modularity : 0.665045
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[73] https://www.teachthought.com/learning/a-visual-summary-the-most-important-learning-theories/
[21] https://www.cultofpedagogy.com/stop-killing-reading/
[19] https://www.edsurge.com/news/2019-01-16-verizon-promises-to-reversethefee-on-remind-after-educators-outcry
[14] http://www.cultofpedagogy.com/dogfooding/
[12] https://www.davidgeurin.com/2019/01/the-importance-of-teaching-behaviors.html
[12] http://BlueFrogToys.co.uk
[12] https://www.pscp.tv/w/bw5CXjI5MDIzNTB8MWxQS3FkWnpYa214YhzbKeJ0fossay2G-JOMw-64gGjxgi8rgTILWbiMmVS9
[11] https://chrisnesi.com/10-educational-podcasts-you-should-check-out-in-2019
[11] http://thevisualcommunicationguy.com/2014/07/14/can-i-use-that-picture/
[10] https://hbr.org/2019/01/data-was-supposed-to-fix-the-u-s-education-system-heres-why-it-hasnt

Top URLs in Tweet in G1:
[4] https://www.teachthought.com/learning/a-visual-summary-the-most-important-learning-theories/
[2] http://ow.ly/8Dip30niAzR
[2] http://owl.li/8LjE30nmSGy
[2] https://twitter.com/wggifted/status/1084992952550805504
[1] https://self-reg.ca/2019/01/17/transitioning-to-kindergarten-without-the-stress-a-self-reg-focused-approach-to-welcoming-children-to-school/
[1] http://bit.ly/2M478bo
[1] https://self-reg.ca/individualtoolkit/
[1] https://self-reg.ca/srss2019/
[1] https://self-reg.ca/download/11333/
[1] https://self-reg.ca/oshawaevents/

Top URLs in Tweet in G2:
[3] https://www.helpteaching.com/blog/top-100-free-education-sites.html?ref=quuu&utm_source=quuu
[3] https://hbr.org/2019/01/data-was-supposed-to-fix-the-u-s-education-system-heres-why-it-hasnt
[3] https://music.cloudlessons.net/
[3] http://itunes.apple.com/us/app/id517766057?mt=8&at=10l6Xd&ct=ig0oevc8fmrl
[2] https://twitter.com/MSVU_Halifax/status/1084880930081247234
[2] https://herrlarbig.de/2019/01/14/edchatde-in-2019-now-its-your-turn/
[2] http://iconohash.com
[2] https://eduk8.me/2019/01/comic-goals/
[2] https://eduk8.me/2019/01/comic-back-from-break/
[2] https://www.amazon.com/President-Did-What-Presidential-Trivia/dp/1500810614/ref=sr_1_2?s=books&ie=UTF8&qid=1545256003&sr=1-2&keywords=The+President+DId+What

Top URLs in Tweet in G3:
[7] http://e-learning-teleformacion.blogspot.com/2018/12/microlearning-infographic-2019.html
[7] http://e-learning-teleformacion.blogspot.com/2018/12/how-to-save-world-with-elearning.html
[6] http://ow.ly/uS1p30nm1bO
[5] https://www.edsurge.com/news/2017-12-29-5-risks-posed-by-the-increasing-misuse-of-technology-in-schools?utm_content=buffer905d7&utm_medium=social&utm_source=twitter.com&utm_campaign=EdSurgeBuffer
[4] http://www.bie.org/blog/resource_list_assessment
[4] http://e-learning-teleformacion.blogspot.com.es/2018/04/virtual-reality-101-what-you-need-to.html
[4] http://e-learning-teleformacion.blogspot.com/2018/12/multimedia-and-interaction-strategies.html
[4] http://aimhighteentips.com
[4] http://aimhightips.com/
[3] http://e-learning-teleformacion.blogspot.com/2018/02/nmccosn-horizon-report-2017-k12-edition.html

Top URLs in Tweet in G4:
[21] https://www.cultofpedagogy.com/stop-killing-reading/
[14] http://www.cultofpedagogy.com/dogfooding/
[8] https://seidlitzblog.org/2019/01/16/classroom-environments-that-support-english-learners/amp/?__twitter_impression=true
[6] https://www.cultofpedagogy.com/narrative-writing/
[5] http://www.cultofpedagogy.com/student-teaching/
[3] https://www.cultofpedagogy.com/one-sentence-lesson-plan/
[3] https://twitter.com/emilyfranesl/status/1084549584918065153
[3] https://www.teachthought.com/learning/a-visual-summary-the-most-important-learning-theories/
[2] https://seidlitzblog.org/2019/01/16/cla
[2] https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=5749fa6e-3335-495e-a235-e0a89769841f&redirect_uri=https%3A%2F%2Fpreview.education.microsoft.com&response_mode=form_post&response_type=code%20id_token&scope=openid%20profile%20offline_access%20User.Read&state=OpenIdConnect.AuthenticationProperties%3Dye1UTL4IeRz8-IXnyy74m6WTk2bfNcm0sOCw31i22jLRAWHMmr3rWaTPl8NHmJVVWIfEf7w6tKSsSVkymfWjQYIFESXBTZu-JMQouGegIjC-x91YTark5vHJvxdseWUqRpVhBk-gjNm9Tb85-CH_jWy88S2fiz-u0bkZbOcYYMWPMQHHIIjUM2qnEMgHLRLzesvsXLIx19-CpqZAZzhW21QB5lW0XttS9mSgjkNVNGHFwtuDeGJ7ki3c7ajlW9P6&nonce=636797815639199453.MDNhOTMwZmQtNTU2ZC00ZjUyLWE5OGYtZTg3ZmRmNjg1OGVhOWQxMzY1ZDUtZDYwNC00YTUwLTg0MmQtMjc5M2RkYTFmYjAx&x-client-SKU=ID_NET451&x-client-ver=5.2.1.0

Top URLs in Tweet in G5:
[10] https://www.pscp.tv/w/bw5CXjI5MDIzNTB8MWxQS3FkWnpYa214YhzbKeJ0fossay2G-JOMw-64gGjxgi8rgTILWbiMmVS9
[5] http://www.bamradionetwork.com/edchat-radio/4875-how-does-being-a-parent-impact-a-teachers-practice
[4] http://www.bamradionetwork.com/my-bad/4876-i-assumed-i-knew-what-teachers-needed
[4] http://edchat.pbworks.com/
[4] https://poll.fm/10212554
[4] https://www.mindsetworks.com/GEMWelcome
[3] http://www.bamradionetwork.com/tweeted/3852-3-ways-to-cultivate-great-education-leadership-2
[3] http://edcampnwa.org/
[3] http://www.bamradionetwork.com/tweeted/4874-equity-in-education-what-we-can-do-what-we-can-not
[3] http://www.bamradionetwork.com/tweeted/4872-the-leadership-gap-moving-beyond-average

Top URLs in Tweet in G6:
[5] https://www.amazon.com/gp/product/1722848995?pf_rd_p=c2945051-950f-485c-b4df-15aac5223b10&pf_rd_r=2GM4CS6GCG5AKP2ZM8RS
[3] https://mradamwelcome.com/teaching-skills/
[2] https://mrromannowak.wordpress.com/2018/11/19/hanging-on/
[2] https://youtu.be/PaKKB_AFNuw
[1] https://buff.ly/2QMTgnr
[1] http://www.learncanola.com/default.aspx
[1] http://www.2learn.ca/specialedition/boxoffice/
[1] http://www.2learn.ca/enjoy/100days/
[1] http://www.pourapprendre.ca/samuser/marmotte/default.asp
[1] http://www.2learn.ca/teens/listSciG9.aspx?Type=442

Top URLs in Tweet in G7:
[4] https://chrisnesi.com/10-educational-podcasts-you-should-check-out-in-2019
[3] https://docs.google.com/document/d/16G89au7O12BbW6ttPNJTSNsNUeNb7Fz6thVSGg0Sd4U/edit
[2] http://DitchSummit.com
[2] https://tommullaney.com/2019/01/14/sharing-education-career-ups-and-downs-on-the-burned-in-teacher-podcast/
[2] https://crowleym.com/2019/01/13/david-bowie-student-voice-and-the-inevitability-of-innovation/
[1] http://d25ava5256.edublogs.org/2019/01/10/my-thoughts-on-book-clubs-this-year/
[1] http://www.teachonomy.com/thought16
[1] https://twitter.com/cpoole27/status/1085231359415717892
[1] https://twitter.com/GMcKinney2/status/1084471482279960576
[1] https://brush.ninja/

Top URLs in Tweet in G8:
[3] https://www.forbes.com/sites/michaelschein/2019/01/08/the-next-revolution-in-education-design-thinking/#7c1c4f3061c6
[2] https://www.coolcatteacher.com/telling-our-students-stories/
[2] https://www.middleweb.com/39423/in-the-heat-of-learning-good-questioning-is-key/
[2] https://www.kqed.org/mindshift/52854/how-self-compassion-supports-academic-motivation-and-emotional-wellness
[2] https://www.edsurge.com/news/2018-12-29-3-emerging-technologies-that-will-reshape-education-in-2019
[2] http://www.edutopia.org/practice/i-wonder-questions-harnessing-power-inquiry
[2] https://www.edutopia.org/article/bringing-science-learning-classrooms
[2] http://rechargelearning.blogspot.com/2019/01/edtech-tip-of-week-remove-backgrounds.html
[2] http://www.dreambox.com/blog/correlations-between-math-and-art
[2] https://www.education.com/weekly-boost

Top URLs in Tweet in G9:
[5] https://chrisnesi.com/10-educational-podcasts-you-should-check-out-in-2019
[5] https://shakeuplearning.com/blog/how-to-organize-assignments-in-google-classroom/
[5] https://shakeuplearning.com/blog/google-docs-cheat-sheet/
[3] https://www.youtube.com/watch?v=NPPEMagQUfU&feature=youtu.be

[3] http://www.shakeuplearning.com/chrome-database/
[2] https://www.youtube.com/watch?v=ndgXmgqPLNw&t=16s

[2] http://daveburgess.com/the-todd-nesloney-tedx-talk/
[2] http://ditchthattextbook.com/?p=8797
[2] https://shakeuplearning.com/blog/50-awesome-books-for-teachers/
[1] https://twitter.com/techchef4u/status/1085589928497594368

Top URLs in Tweet in G10:
[12] https://www.davidgeurin.com/2019/01/the-importance-of-teaching-behaviors.html
[2] https://www.davidgeurin.com/2019/01/whats-more-professional.html
[2] https://cpco.on.ca/index.php/public/aqc/pqp-part-i-ii/upcoming-sessions1/
[2] http://blog.cpco.on.ca/
[1] https://cpco.on.ca/index.php/members1/resources/school-generated-funds/
[1] https://www.linkedin.com/company/1206013?actionToken=isSponsored%3Dfalse%26distanceFromViewer%3D-1%26aggregationType%3Dnone%26isPublic%3Dtrue%26verbType%3Dlinkedin:share%26activityId%3Dactivity:5851727964383100928%26contextId%3DWPYA5rrKXhNQdRmchisAAA%3D%3D%26isDigested%3Dfalse%26isFolloweeOfPoster%3Dfalse%26actorType%3Dlinkedin:company%26pageKey%3Dbiz_company_feed_mapper_public%26feedPosition%3D1%26actorId%3Dcompany:1206013%26objectId%3D%26rowPosition%3D1%26objectType%3Dlinkedin:article%26moduleKey%3Dcompany_feed&trk=feed-body-name
[1] https://www.cpco.on.ca/index.php/public/careers/career-opportunities
[1] https://youtu.be/AvztEgf8XXQ
[1] https://twitter.com/AGSschools/status/1084892014271967234

Top Domains
Top Domains in Tweet in Entire Graph:
[270] twitter.com
[139] co.uk
[93] blogspot.com
[81] teachthought.com
[80] ow.ly
[67] youtube.com
[63] cultofpedagogy.com
[55] edsurge.com
[51] bit.ly
[48] com.au

Top Domains in Tweet in G1:
[45] ow.ly
[10] owl.li
[6] self-reg.ca
[6] twitter.com
[4] bit.ly
[4] teachthought.com
[4] kqed.org
[3] eduporium.com
[2] whatiseducationhq.com
[1] northstarpaths.com

Top Domains in Tweet in G2:
[36] twitter.com
[20] careerarc.com
[13] youtube.com
[11] blogspot.com
[9] wordpress.com
[8] teacherspayteachers.com
[7] t.co
[6] co.uk
[5] apple.com
[5] tumblr.com

Top Domains in Tweet in G3:
[57] blogspot.com
[25] twitter.com
[19] edsurge.com
[10] bie.org
[9] ow.ly
[7] google.com
[6] ednc.org
[6] bit.ly
[6] com.es
[5] qualityinstruction.org

Top Domains in Tweet in G4:
[56] cultofpedagogy.com
[11] twitter.com
[10] seidlitzblog.org
[3] teachthought.com
[2] microsoftonline.com
[2] educationdive.com
[2] laurenlearnslife.org
[2] teacherspayteachers.com
[2] globaldigitalcitizen.org
[1] amazon.com

Top Domains in Tweet in G5:
[25] bamradionetwork.com
[21] twitter.com
[10] pscp.tv
[8] cybraryman.com
[5] mindsetworks.com
[4] pbworks.com
[4] poll.fm
[3] edcampnwa.org
[3] harvard.edu
[2] wordpress.com

Top Domains in Tweet in G6:
[6] amazon.com
[3] 2learn.ca
[3] mradamwelcome.com
[2] wordpress.com
[2] youtu.be
[1] buff.ly
[1] learncanola.com
[1] pourapprendre.ca
[1] cbc.ca
[1] kqed.org

Top Domains in Tweet in G7:
[4] chrisnesi.com
[3] google.com
[2] ditchsummit.com
[2] twitter.com
[2] tommullaney.com
[2] crowleym.com
[1] edublogs.org
[1] teachonomy.com
[1] brush.ninja
[1] sharemylesson.com

Top Domains in Tweet in G8:
[8] edutopia.org
[6] forbes.com
[4] middleweb.com
[4] kqed.org
[4] twitter.com
[4] blogspot.com
[4] dreambox.com
[2] coolcatteacher.com
[2] edsurge.com
[2] education.com

Top Domains in Tweet in G9:
[20] shakeuplearning.com
[5] chrisnesi.com
[5] youtube.com
[4] edsurge.com
[2] twitter.com
[2] daveburgess.com
[2] ditchthattextbook.com
[1] amazon.com
[1] blog.google
[1] educatorstechnology.com

Top Domains in Tweet in G10:
[14] davidgeurin.com
[6] on.ca
[1] linkedin.com
[1] youtu.be
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3518] edchat
[718] edtech
[556] education
[230] teachers
[222] k12
[181] elearning
[122] teaching
[119] sel
[104] kidsdeserveit
[99] school



Top Hashtags in Tweet in G1:
[142] edchat
[33] parents
[23] sketchnote
[14] education
[13] teaching
[13] cpchat
[12] communication
[12] leadership
[9] selfreg
[9] teachers

Top Hashtags in Tweet in G2:
[401] edchat
[53] education
[50] edtech
[23] teachers
[18] highered
[16] teaching
[14] ukedchat
[13] mathchat
[10] engchat
[9] parents

Top Hashtags in Tweet in G3:
[248] edchat
[150] edtech
[90] education
[69] k12
[57] elearning
[43] teachers
[37] mlearning
[26] digitaltransformation
[23] educación
[22] learning

Top Hashtags in Tweet in G4:
[157] edchat
[82] edtech
[77] education
[74] elearning
[74] k12
[21] loveofreading
[20] ellchat
[14] teachers
[14] lessonplans
[14] lessondesign

Top Hashtags in Tweet in G5:
[279] edchat
[22] education
[15] weleaded
[11] cpchat
[11] suptchat
[11] leadered
[10] sel
[8] edreform
[7] rethink_learning
[6] learning

Top Hashtags in Tweet in G6:
[52] edchat
[44] kidsdeserveit
[25] tlap
[17] bekindedu
[17] leadlap
[16] masterychat
[15] edchatri
[12] learnlap
[11] teachbetter
[11] educhat

Top Hashtags in Tweet in G7:
[39] edchat
[12] kidsdeserveit
[11] tlap
[10] thatonekid
[6] ditchsummit
[6] podcastpd
[5] edtech
[4] 4ocfpln
[4] 2pencilchat
[4] learnlap

Top Hashtags in Tweet in G8:
[95] edchat
[10] education
[8] edtech
[7] suptchat
[6] basawesome
[6] mschat
[5] leadership
[5] middleschool
[4] earlyed
[4] educationmatters

Top Hashtags in Tweet in G9:
[62] edchat
[50] edtech
[21] gsuiteedu
[15] shakeuplearning
[13] tlap
[12] googledocs
[10] googleclassroom
[9] googleedu
[8] k12
[5] teaching

Top Hashtags in Tweet in G10:
[32] edchat
[15] satchat
[14] leadupchat
[9] onted
[8] cpchat
[6] futuredriven
[6] joyfulleaders
[6] edu
[5] education
[4] boldschool

Top Words
Top Words in Tweet in Entire Graph:
[5114] Words in Sentiment List#1: Positive
[1585] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[118573] Non-categorized Words
[125272] Total Words
[3537] edchat
[801] education
[728] edtech
[706] teachers
[645] students

Top Words in Tweet in G1:
[352] mindshiftkqed
[203] learn
[186] more
[186] state
[186] emotion
[142] edchat
[114] much
[95] actually
[94] positive
[94] effectively

Top Words in Tweet in G2:
[405] edchat
[76] education
[69] students
[50] edtech
[42] learning
[42] teachers
[35] more
[30] s
[29] out
[29] learn

Top Words in Tweet in G3:
[248] edchat
[152] edtech
[117] education
[88] teachers
[82] learning
[71] k12
[67] elearning
[51] students
[38] mlearning
[34] school

Top Words in Tweet in G4:
[157] edchat
[114] cultofpedagogy
[82] edtech
[77] education
[74] elearning
[74] k12
[68] alex_corbitt
[63] 9
[63] alternative
[63] professional

Top Words in Tweet in G5:
[280] edchat
[72] report
[67] sgthomas1973
[59] teachers
[53] more
[53] shiftparadigm
[50] learning
[49] cards
[45] students
[38] education

Top Words in Tweet in G6:
[52] edchat
[49] nowakro
[44] kidsdeserveit
[37] teachers
[32] love
[31] find
[31] mradamwelcome
[30] image
[30] shared
[30] hundreds

Top Words in Tweet in G7:
[88] good
[81] kids
[78] brianmendler
[76] real
[70] w
[70] 2
[70] life
[69] tough
[67] 1
[41] listen

Top Words in Tweet in G8:
[95] edchat
[39] edutopia
[38] draalston
[31] tips
[29] based
[29] classroom
[27] research
[26] five
[26] decorating
[22] education

Top Words in Tweet in G9:
[62] edchat
[50] edtech
[43] here
[43] 12
[41] shakeuplearning
[41] jmattmiller
[40] today
[40] need
[39] lessons
[39] kick

Top Words in Tweet in G10:
[159] making
[112] people
[107] sure
[72] davidgeurin
[60] t
[59] isn
[59] s
[56] leadership
[54] doing
[53] great

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[273] edtech,edchat
[250] edchat,education
[222] learn,state
[213] edchat,edtech
[178] check,out
[129] making,sure
[126] much,more
[112] more,effectively
[112] sure,people
[111] actually,learn

Top Word Pairs in Tweet in G1:
[186] learn,state
[98] much,more
[94] more,effectively
[93] actually,learn
[93] state,positive
[93] positive,emotion
[93] emotion,much
[93] effectively,learn
[93] state,negative
[93] negative,emotion

Top Word Pairs in Tweet in G2:
[23] education,edchat
[20] edtech,edchat
[19] edchat,edtech
[13] edchat,education
[11] check,out
[10] learn,more
[9] edchat,highered
[7] don,t
[7] find,out
[7] recommend,anyone

Top Word Pairs in Tweet in G3:
[79] edtech,edchat
[38] edchat,edtech
[34] elearning,mlearning
[20] check,out
[19] edchat,k12
[18] project,based
[18] teachers,participate
[17] pblchat,edchat
[16] based,learning
[16] having,hard

Top Word Pairs in Tweet in G4:
[77] edchat,education
[72] education,edtech
[72] edtech,elearning
[72] elearning,k12
[66] cultofpedagogy,edchat
[63] 9,alternative
[63] alternative,professional
[63] professional,development
[63] development,structures
[63] structures,cultofpedagogy

Top Word Pairs in Tweet in G5:
[49] report,cards
[14] edchat,topic
[13] topic,tomorrow
[13] tomorrow,superintendent
[13] superintendent,issued
[13] issued,statement
[13] statement,more
[13] dr_roselle,bernimoreno
[12] more,report
[12] join,edchat

Top Word Pairs in Tweet in G6:
[30] image,kidsdeserveit
[30] kidsdeserveit,shared
[30] shared,hundreds
[30] hundreds,thousands
[30] thousands,times
[30] times,thanks
[30] thanks,teachers
[30] teachers,love
[29] mradamwelcome,image
[29] love,encourag

Top Word Pairs in Tweet in G7:
[70] real,life
[69] tough,kids
[67] kids,1
[36] life,struggles
[35] 5,relationship
[35] relationship,building
[35] building,tips
[35] tips,tough
[35] 1,lead
[35] lead,w

Top Word Pairs in Tweet in G8:
[27] research,based
[27] edutopia,edchat
[26] five,research
[26] based,tips
[26] tips,decorating
[26] decorating,classroom
[26] classroom,edutopia
[25] draalston,five
[10] spatial,reasoning
[7] check,out

Top Word Pairs in Tweet in G9:
[39] lessons,need
[39] need,kick
[39] kick,start
[39] start,today
[39] today,here
[39] here,12
[39] 12,outside
[39] outside,box
[39] box,lesson
[39] lesson,planning

Top Word Pairs in Tweet in G10:
[107] making,sure
[106] sure,people
[59] isn,t
[53] great,leadership
[53] leadership,isn
[53] t,making
[53] people,doing
[53] doing,jobs
[53] jobs,s
[53] s,making

Top Replied-To
Top Replied-To in Entire Graph:
@sgthomas1973
@shiftparadigm
@dennisdill
@nobleknits2
@tomwhitby
@bernimoreno
@dr_roselle
@jedjnr
@mru_ishere
@tgraef22

Top Replied-To in G3:
@tesresources
@edsurge

Top Replied-To in G4:
@esl_fairy
@laurabct
@johnsonlesleya

Top Replied-To in G5:
@sgthomas1973
@shiftparadigm
@dennisdill
@nobleknits2
@tomwhitby
@bernimoreno
@dr_roselle
@jedjnr
@harveyalvy1
@tgraef22

Top Replied-To in G7:
@joykirr
@mindshiftkqed
@brianmendler
@burnedinteacher
@cpoole27
@partialcredited
@kellygtogo

Top Replied-To in G8:
@dmaduliwilliams
@dr_roselle
@edutopia

Top Mentioned
Top Mentioned in Entire Graph:
@mindshiftkqed
@cultofpedagogy
@brianmendler
@pathwy2success
@davidgeurin
@selearningedu
@teachthought
@alex_corbitt
@bluefrogtoys
@nowakro

Top Mentioned in G1:
@mindshiftkqed
@chalkbeat
@self_reg
@kwiens62
@milnerhrich
@sylviaduckworth
@kschwart
@loudlearning
@dfkris
@teachthought

Top Mentioned in G2:
@mradampe
@ihoworg
@herrlarbig
@primmavera
@bribriggs
@commoncoreqs
@epraiseuk
@jrsowash

Top Mentioned in G3:
@eraser
@edsurge
@igradeplus
@biepbl
@wested
@askmyclass
@lightspeedsys
@mindshiftkqed
@commonsenseed
@tesresources

Top Mentioned in G4:
@cultofpedagogy
@alex_corbitt
@pernilleripp
@mtholfsen
@valentinaesl
@seidlitz_ed
@mindshiftkqed
@tanellclassroom
@impactwales
@equitymaps

Top Mentioned in G5:
@sgthomas1973
@shiftparadigm
@nobleknits2
@tomwhitby
@dr_roselle
@drlangraad
@bernimoreno
@bamradionetwork
@blairteach
@tgraef22

Top Mentioned in G6:
@nowakro
@mradamwelcome
@yesriorg
@mindshiftkqed
@blended_math
@2learn_ca
@adventuregems
@teacher2teacher
@dmvelliaris
@desmos

Top Mentioned in G7:
@brianmendler
@burnedinteacher
@ditchthattxtbk
@teachconnect_us
@joykirr
@mrnesi
@shannonkbuerk
@arlingtonisd
@drstevenwurtz
@kirrclass

Top Mentioned in G8:
@edutopia
@draalston
@eriksonmath
@mindshiftkqed
@forbes
@valleystreambas
@naesp
@dreambox_learn
@wickededtech
@nysednews

Top Mentioned in G9:
@jmattmiller
@shakeuplearning
@mindshiftkqed
@jenroberts1
@techchef4u
@burgessdave
@luckymamaj
@mrchemgeek
@thezenteacher
@mrshankinsclass

Top Mentioned in G10:
@davidgeurin
@cpcoofficial
@archtoronto
@pontifex
@vaticannews
@clegleiter
@jeffreyjcollier
@agsschools
@geisercpco
@adfo_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jamesroy
@atsocialmediauk
@coopmike48
@todayatsch00l
@edgametec
@lynch39083
@lovemufcwend
@eraser
@tomwoods55

Top Tweeters in G1:
@itsanidealworld
@washingtonpost
@bar_zie
@larryferlazzo
@baltimoresun
@avivaloca
@vievararosel
@theatlantic
@sfgate
@jbeyer75

Top Tweeters in G2:
@sanrau
@college_experts
@mrhappy4870
@halehawk
@totaltutor
@iconohash
@herrlarbig
@worldlillie
@s_bearden
@brightstartapps

Top Tweeters in G3:
@edgametec
@eraser
@ap
@infopronetwork
@weirmb
@maperez324
@grigortw
@markedeschaine
@kevinhoneycutt
@lt18uk

Top Tweeters in G4:
@aodaalliance
@gdorn1
@pernilleripp
@bibliosophus
@fredende
@emilyfranesl
@joe_sanfelippo
@microsoftedu
@mtholfsen
@impactwales

Top Tweeters in G5:
@lollydaskal
@shiftparadigm
@pammoran
@cybraryman1
@dculberhouse
@bethhill2829
@tomwhitby
@demekasimmons
@e_sheninger
@rmbyrne

Top Tweeters in G6:
@birdwriter7
@naturewilds
@jedipadmaster
@teacher2teacher
@taramartinedu
@scholastic
@averyteach
@sandrajeffs1
@mradamwelcome
@plumcat

Top Tweeters in G7:
@joykirr
@drpowerskhs
@donalynbooks
@mrpiercey
@mrnesi
@cpoole27
@gmunro762
@prtaylorca
@tomemullaney
@kimdarche

Top Tweeters in G8:
@forbes
@aiaddysonzhang
@coolcatteacher
@markbarnes19
@edutopia
@heartsatplay
@goobric
@wickededtech
@snbeach
@drjackson06

Top Tweeters in G9:
@techninjatodd
@burgessdave
@smgaillard
@jcorippo
@shakeuplearning
@jmattmiller
@tishrich
@techchef4u
@mels_laboratory
@mrmatera

Top Tweeters in G10:
@davidgeurin
@getwhatugive
@angelavitacco
@heffrey
@archtoronto
@watersenglish
@dennisdenktmee
@watsurinfluence
@vaticannews
@dolezsarglarvin