edchat, Twitter, 5/30/2022 11:39:10 AM, 277344


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edchat_2022-05-30_03-30-01.xlsx
edchat_2022-05-30_03-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
edchat via NodeXL https://bit.ly/3LXMurO
@educationbnb
@tcea
@jc_james_clark
@allaboutthepact
@markj_ohnson
@finleyt
@rdene915
@scalarhumanity
@erik_youngman
@edutopia

Top hashtags:
#edchat
#education
#edtech
#learning
#k12
#edutwitter
#sel
#teaching
#teachers

Description:
Description
The graph represents a network of 4,929 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, 30 May 2022 at 10:38 UTC.

The requested start date was Monday, 30 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 11-hour, 41-minute period from Sunday, 22 May 2022 at 12:19 UTC to Monday, 30 May 2022 at 00:00 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 : 4929
Unique Edges : 3571
Edges With Duplicates : 12104
Total Edges : 15675
Number of Edge Types : 5
Retweet : 4452
MentionsInRetweet : 6305
Tweet : 2085
Mentions : 2759
Replies to : 74
Self-Loops : 2215
Reciprocated Vertex Pair Ratio : 0.0355203287832086
Reciprocated Edge Ratio : 0.0686038270729979
Connected Components : 550
Single-Vertex Connected Components : 274
Maximum Vertices in a Connected Component : 3482
Maximum Edges in a Connected Component : 12870
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.753462
Graph Density : 0.000290447405100479
Modularity : 0.408528
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,929 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, 30 May 2022 at 10:38 UTC.

The requested start date was Monday, 30 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 7-day, 11-hour, 41-minute period from Sunday, 22 May 2022 at 12:19 UTC to Monday, 30 May 2022 at 00:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : edchat
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:
[139] https://elireview.com/2015/08/30/7-things/
[70] https://www.restorativegroup.org/
[53] http://buzzingwithmsb.blogspot.com/2016/11/six-tips-for-providing-constructive.html?m=1
[45] https://www.amazon.com/Pecha-Kucha-English-Language-Teaching-ebook/dp/B00JPRUREI/ref=sr_1_1?s=books&ie=UTF8&qid=1549976286&sr=1-1&refinements=p_82:B007G9HJFM,p_n_feature_browse-bin:618073011
[41] http://esheninger.blogspot.com/2022/05/improvement-is-always-possible.html
[39] https://www.selfloverainbow.com/2019/01/self-care-battery-recharge-yours.html
[36] https://www.teachthought.com/critical-thinking/the-difference-between-a-good-question-and-a-bad-question/
[33] https://oodlu.org/
[30] https://qaspire.com/2022/04/22/expanding-the-reach-of-your-ideas/
[19] https://justaskpublications.com/consulting-services/workshops/top-ten-tips-for-teaching-and-learning/

Top URLs in Tweet in G1:
[34] http://esheninger.blogspot.com/2022/05/improvement-is-always-possible.html
[33] https://oodlu.org/
[15] https://oodlu.org
[13] https://podcasts.apple.com/us/podcast/negative-self-talk-rick-jetter-assess-that/id1529365406?i=1000563249092&itscg=30200&itsct=podcast_box_link&ls=1
[13] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fshow%2F1AUOBwVrrjfwQNTofyJZ6I&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[13] https://www.youtube.com/channel/UCojQry-6Yi4FFMTzDH88uZQ?sub_confirmation=1
[10] http://brenhamtechdaily.blogspot.com/2022/05/tuesday-tech-with-troy-coolest-free.html
[10] http://esheninger.blogspot.com/2022/05/unlocking-brand-power.html
[10] https://mailchi.mp/presidiosc/may-newsletter-5196452
[10] https://www.llcsd.net/

Top URLs in Tweet in G2:
[136] https://elireview.com/2015/08/30/7-things/
[49] http://buzzingwithmsb.blogspot.com/2016/11/six-tips-for-providing-constructive.html?m=1
[36] https://www.selfloverainbow.com/2019/01/self-care-battery-recharge-yours.html
[27] https://www.teachthought.com/critical-thinking/the-difference-between-a-good-question-and-a-bad-question/
[26] https://qaspire.com/2022/04/22/expanding-the-reach-of-your-ideas/
[17] https://justaskpublications.com/consulting-services/workshops/top-ten-tips-for-teaching-and-learning/
[16] https://spencerauthor.com/creativeapproach/
[11] https://www.wvls.org/audio-books-are-real-books-how-audio-promotes-literacy/
[11] https://www.cultofpedagogy.com/4-laws-of-learning/
[11] https://blog.tcea.org/celebrate-summer/

Top URLs in Tweet in G3:
[10] https://losnietos.az1.qualtrics.com/jfe/form/SV_40Es6dPyVvVYoIe
[10] https://www.losnietos.k12.ca.us/apps/pages/index.jsp?uREC_ID=39346&type=d&pREC_ID=1943472
[7] https://tweetedtimes.com/search/iKrips/en
[7] https://tweetedtimes.com/JodiMos
[4] https://www.mrrobertsonscorner.com
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3819_an_interactive_map_roman_empire.htm
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3818_63_quick_easy_main_idea_sentence_starters.htm
[3] https://linc.media/t5b?utm_campaign=Impact
[3] Stories
[2] https://instagram.com/p/Bxx-n6QlEbG/

Top URLs in Tweet in G4:
[2] https://www.restorativegroup.org/
[1] https://www.wbur.org/radioboston/2021/10/05/elizabeth-johnson-junior-witch-trials
[1] http://buzzingwithmsb.blogspot.com/2016/11/six-tips-for-providing-constructive.html?m=1
[1] https://www.wvls.org/audio-books-are-real-books-how-audio-promotes-literacy/
[1] https://catlintucker.com/2021/09/standards-aligned-rubrics/
[1] https://catlintucker.com/2020/01/growth-over-time/
[1] https://catlintucker.com/2020/09/online-learning-thinking-routines/
[1] https://catlintucker.com/2019/10/student-agency-demonstrate-their-learning/
[1] https://catlintucker.com/2021/06/end-of-the-year-housekeeping/
[1] https://catlintucker.com/2022/05/retrospective/

Top URLs in Tweet in G5:
[1] https://elireview.com/2015/08/30/7-things/
[1] https://www.nytimes.com/2022/05/23/opinion/culture-wars-teachers.html
[1] https://shakeuplearning.com/blog/how-technology-helps-with-classroom-management/
[1] http://shakeuplearning.com
[1] https://indieseducation.com/how-to-improve-critical-thinking-proven-techniques/

Top URLs in Tweet in G6:
[2] https://www.pembrokepublishers.com/book.cgi?isbn=9781551382173&utm_content=buffer944e6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://amandayuill.com/primary-day-plans-with-worksheets/
[1] https://mailchi.mp/pembrokepublishers/a-math-hat-trick
[1] https://www.youtube.com/watch?v=8cYQkPMlEKI&utm_content=buffer82d13&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://www.pembrokepublishers.com/book.cgi?isbn=9781551383118&utm_content=buffera80f7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pembrokepublishers.com/book.cgi?isbn=9781551383606&utm_content=bufferd3474&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pembrokepublishers.com/book.cgi?isbn=9781551383569&utm_content=buffer6bed3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pembrokepublishers.com/book.cgi?isbn=9781551383569&utm_content=buffer38ade&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://neeadvantage.com/blog/positive-teacher-student-relationships-have-cascading-benefits/
[1] https://www.remind.com/blog/connected-coaches-are-a-slam-dunk

Top URLs in Tweet in G7:
[3] https://www.middleweb.com/47134/help-students-become-super-summer-readers/
[1] https://edsitement.neh.gov/media-resources/latino-americans-war-and-peace
[1] https://edsitement.neh.gov/closer-readings/memorial-day-commemoration-rediscovery-and-reconsideration
[1] https://edsitement.neh.gov/media-resources/field-war-ink
[1] https://twitter.com/raerear/status/1529971296993435664
[1] https://twitter.com/dinachka82/status/1529240684212932608

Top URLs in Tweet in G8:
[2] https://civiced.org/
[2] https://civiced.org/more-lesson-plans
[2] https://www.amazon.com/ThinkFun-Gravity-Marble-Logic-Girls/dp/B00IUAAK2A?_encoding=UTF8&pd_rd_w=4flHQ&pf_rd_p=716a1ed9-074f-4780-9325-0019fece3c64&pf_rd_r=8KF40NWT6XVE6H4K1MBD&pd_rd_r=6ee7addc-4d87-4f1f-a467-538a8014a4f2&pd_rd_wg=dwqcr&linkCode=sl1&tag=edhacked0a-20&linkId=92f4ca9a966472cc38c02910188c2d8c&language=en_US&ref_=as_li_ss_tl
[1] http://www.agencybydesign.org/
[1] https://sonyaterborg.com/2017/02/21/makerspace-or-makermindset/
[1] https://www.teachbetter.com/blog/breaking-the-barriers-of-curriculum-design/
[1] https://www.teachbetter.com/blog/building-a-runway-for-student-success/
[1] https://www.youtube.com/watch?v=FAwc_xMfsrs&feature=youtu.be

[1] https://www.youtube.com/watch?v=yU8lUimI-Mk&feature=youtu.be

[1] https://www.youtube.com/watch?v=4cMYl8X29j8&feature=youtu.be


Top URLs in Tweet in G9:
[12] https://techcoachjuarez.blogspot.com/2022/05/an-easy-way-to-get-started-using.html
[5] https://www.teachthought.com/critical-thinking/the-difference-between-a-good-question-and-a-bad-question/
[3] https://www.k12dive.com/news/we-want-to-hear-about-your-school-districts-rising-leaders/620759/
[3] -
[3] https://isaruba.com/online
[2] https://www.k12dive.com/news/nsba-independent-review-finds-no-biden-administration-collusion-in-controve/624281/
[2] https://www.k12dive.com/news/educators-process-the-tragic-school-shooting-in-texas/624372/
[2] http://www.amazon.com/Digital-Citizenship-Community-Based-Connected-Educators/dp/1483392651/ref=sr_1_1?ie=UTF8&qid=1456501794&sr=8-1&keywords=susan+bearden+digital
[2] https://www.literacyatwork.net/myci.html
[2] T%26L&utm_content=209075765&utm_medium=social&utm_source=twitter&hss_channel=tw-202598184

Top URLs in Tweet in G10:
[5] https://importedfun.com/
[5] https://www.edweek.org/leadership/what-should-culturally-relevant-teaching-look-like-today-gloria-ladson-billings-explains/2022/04
[3] https://www.researchgate.net/profile/Valerie_Belair_Gagnon/publication/304497181_Interaction_and_Training_Social_Media_in_News_Organizations/links/580fb4df08aef2ef97afe9a8.pdf#page=37
[2] https://www.governing.com/community/the-nuances-of-digital-redlining-explained
[2] https://www.forbes.com/sites/forbestechcouncil/2021/12/03/addressing-the-digital-divide-in-education-technology-and-internet-access-for-students-in-underserved-communities/?sh=59099e0b5cec
[2] https://www.gettingsmart.com/2018/02/inequity-in-education-is-your-and-my-responsibility/
[1] https://www.youtube.com/watch?v=FroyNJf_4dw&feature=youtu.be

[1] https://www.nationalaffairs.com/publications/detail/education-after-the-pandemic
[1] https://hechingerreport.org/more-than-a-warm-body-schools-try-long-term-solutions-to-substitute-teacher-shortage/
[1] https://www.gao.gov/products/gao-22-104581

Top Domains
Top Domains in Tweet in Entire Graph:
[216] twitter.com
[198] blogspot.com
[139] elireview.com
[125] oodlu.org
[98] youtube.com
[87] amazon.com
[76] restorativegroup.org
[70] edutopia.org
[56] mzteachuh.org
[54] tcea.org

Top Domains in Tweet in G1:
[125] oodlu.org
[104] blogspot.com
[56] mzteachuh.org
[50] definedlearning.com
[49] careerarc.com
[45] youtube.com
[45] internet4classrooms.com
[43] twitter.com
[41] edutopia.org
[32] scoop.it

Top Domains in Tweet in G2:
[136] elireview.com
[59] blogspot.com
[49] tcea.org
[36] selfloverainbow.com
[35] teachthought.com
[33] twitter.com
[26] qaspire.com
[19] spencerauthor.com
[17] justaskpublications.com
[14] cultofpedagogy.com

Top Domains in Tweet in G3:
[40] twitter.com
[16] mradampe.com
[14] tweetedtimes.com
[10] qualtrics.com
[10] ca.us
[7] youtube.com
[6] teacheridea.com
[5] google.com
[5] edutopia.org
[5] linkedin.com

Top Domains in Tweet in G4:
[7] catlintucker.com
[2] blogspot.com
[2] restorativegroup.org
[2] edublogs.org
[2] twitter.com
[1] wbur.org
[1] wvls.org
[1] ascd.org
[1] wordpress.com
[1] theglobeandmail.com

Top Domains in Tweet in G5:
[2] shakeuplearning.com
[1] elireview.com
[1] nytimes.com
[1] indieseducation.com

Top Domains in Tweet in G6:
[6] pembrokepublishers.com
[2] amandayuill.com
[2] popk.com
[1] mailchi.mp
[1] youtube.com
[1] neeadvantage.com
[1] remind.com
[1] graduateprogram.org
[1] twitter.com

Top Domains in Tweet in G7:
[3] neh.gov
[3] middleweb.com
[2] twitter.com

Top Domains in Tweet in G8:
[5] youtube.com
[4] civiced.org
[4] amazon.com
[2] teachbetter.com
[2] solutiontree.com
[2] serpinstitute.org
[2] achievethecore.org
[2] kappanonline.org
[1] agencybydesign.org
[1] sonyaterborg.com

Top Domains in Tweet in G9:
[34] teq.com
[26] iblocks.com
[13] k12dive.com
[12] blogspot.com
[7] masscue.org
[5] teachthought.com
[3] brookings.edu
[3] isaruba.com
[2] amazon.com
[2] nytimes.com

Top Domains in Tweet in G10:
[5] importedfun.com
[5] edweek.org
[3] hechingerreport.org
[3] researchgate.net
[2] governing.com
[2] forbes.com
[2] gettingsmart.com
[1] youtube.com
[1] nationalaffairs.com
[1] gao.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4810] edchat
[1090] education
[977] edtech
[606] learning
[556] k12
[489] edutwitter
[381] sel
[321] teaching
[295] teachers
[278] teachertwitter



Top Hashtags in Tweet in G1:
[1432] edchat
[564] edtech
[518] education
[227] k12
[159] edutwitter
[154] teaching
[148] suptchat
[113] edtechchat
[106] homeschool
[91] learning

Top Hashtags in Tweet in G2:
[598] edchat
[305] learning
[148] leadership
[109] edutwitter
[99] education
[68] teacherlife
[67] edu
[55] sel
[54] teachertwitter
[45] teaching

Top Hashtags in Tweet in G3:
[441] edchat
[112] education
[48] edutwitter
[36] edtech
[27] learning
[25] teaching
[24] teachers
[21] teacher
[19] teachertwitter
[18] physed

Top Hashtags in Tweet in G4:
[83] edchat
[22] student
[22] success
[22] maslows
[22] edugladiators
[14] edutwitter
[13] teachertwitter
[12] education
[12] leadership
[12] suptchat

Top Hashtags in Tweet in G5:
[170] edchat
[158] sel
[154] parenting
[7] learning
[6] k12
[4] edequity
[4] edutwitter
[4] edleadership
[2] teacher
[2] teaching

Top Hashtags in Tweet in G6:
[151] edchat
[114] k12
[78] edleadership
[76] learning
[30] ukedchat
[27] teacher
[27] edtech
[20] distancelearning
[20] mlearning
[18] education

Top Hashtags in Tweet in G7:
[8] edchat
[2] militaryhistory
[2] buildhopeedu
[1] thebookchat
[1] teachlivingpoets
[1] teachertwitter
[1] education
[1] litchat
[1] elachat
[1] ntchat

Top Hashtags in Tweet in G8:
[92] edchat
[24] susancolton
[7] catherinebosley
[6] education
[5] elemchat
[4] edtech
[3] distancelearning
[3] k12
[3] stem
[3] stemed

Top Hashtags in Tweet in G9:
[117] edchat
[84] edtech
[18] masscue
[15] k12
[13] cvtechtalk
[12] wearecue
[9] teachertwitter
[8] somoscue
[8] iste
[8] tlap

Top Hashtags in Tweet in G10:
[75] edchat
[45] giveaway
[42] education
[25] teachertwitter
[19] digitaldivide
[13] edtech
[12] teaching
[10] teacher
[3] stemed
[3] happiness

Top Words
Top Words in Tweet in Entire Graph:
[4810] #edchat
[1090] #education
[977] #edtech
[958] students
[820] school
[670] tcea
[607] #learning
[605] learning
[556] #k12
[489] #edutwitter

Top Words in Tweet in G1:
[1432] #edchat
[564] #edtech
[518] #education
[244] school
[227] #k12
[206] learning
[183] students
[166] rdene915
[159] #edutwitter
[154] #teaching

Top Words in Tweet in G2:
[598] #edchat
[596] tcea
[305] #learning
[197] feedback
[178] building
[172] ascd
[153] help
[148] #leadership
[146] things
[136] remember

Top Words in Tweet in G3:
[441] #edchat
[112] #education
[73] school
[62] students
[48] #edutwitter
[48] more
[44] learning
[36] #edtech
[29] year
[27] #learning

Top Words in Tweet in G4:
[83] #edchat
[62] great
[54] leaders
[50] wadestanford
[49] year
[47] catlin_tucker
[42] learn
[41] students
[39] educator
[38] teachers

Top Words in Tweet in G5:
[310] mad
[170] #edchat
[161] kids
[158] #sel
[157] selearningedu
[155] children
[155] teach
[154] instead
[154] telling
[154] let's

Top Words in Tweet in G6:
[151] #edchat
[114] #k12
[112] brain
[112] blast
[112] finleyt
[78] #edleadership
[76] ways
[76] decrease
[76] task
[76] difficulty

Top Words in Tweet in G7:
[174] windowless
[88] classroom
[87] gmfunk
[87] teacher
[87] friends
[87] raise
[87] hand
[87] taught
[87] classrooms
[87] building

Top Words in Tweet in G8:
[92] #edchat
[33] drmarciatate
[28] people
[24] #susancolton
[22] students
[22] susancolton2
[20] being
[20] strong
[18] week
[18] yourself

Top Words in Tweet in G9:
[117] #edchat
[84] #edtech
[65] check
[55] students
[51] time
[49] learn
[42] robotis
[26] balls
[26] iblock
[24] robots

Top Words in Tweet in G10:
[75] #edchat
[51] classtimecom
[50] time
[47] same
[46] teach
[45] #giveaway
[45] enter
[45] win
[45] amazon
[45] gift

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[362] #edchat,#edtech
[276] #edtech,#edchat
[269] #education,#edchat
[265] #edchat,#education
[252] #edchat,#k12
[239] #sel,#edchat
[173] #edchat,#parenting
[165] #edchat,#edutwitter
[160] teach,kids
[160] mad,#sel

Top Word Pairs in Tweet in G1:
[279] #edchat,#edtech
[154] #education,#edchat
[101] #edtech,#homeschool
[89] #edtech,#edchat
[89] #edchat,#education
[85] #homeschool,#homeschooling
[77] #edtech,#education
[74] school,year
[63] #edchat,#edutwitter
[57] #teaching,#edchat

Top Word Pairs in Tweet in G2:
[143] ascd,#edchat
[136] things,remember
[136] remember,feedback
[136] feedback,elireview
[136] elireview,ascd
[136] #edchat,#leadership
[136] #leadership,#learning
[134] tcea,things
[88] life,relationships
[88] relationships,building

Top Word Pairs in Tweet in G3:
[57] #edchat,#education
[18] school,year
[17] #edtech,#edchat
[17] #edutwitter,#edchat
[17] #education,#edchat
[16] #mradampe,#pegeeks
[15] #googleei,#googleet
[14] #edchat,#edutwitter
[13] #learning,#edchat
[12] #physed,#pechat

Top Word Pairs in Tweet in G4:
[52] great,leaders
[46] wadestanford,great
[27] launched,1st
[27] 1st,mini
[27] mini,course
[27] course,station
[27] station,rotation
[27] rotation,model
[27] model,learn
[27] learn,summer

Top Word Pairs in Tweet in G5:
[154] instead,telling
[154] telling,children
[154] children,mad
[154] mad,let's
[154] let's,teach
[154] teach,kids
[154] kids,mad
[154] mad,#sel
[154] #sel,#edchat
[154] #edchat,#parenting

Top Word Pairs in Tweet in G6:
[112] brain,blast
[80] #edchat,#k12
[78] blast,#edchat
[76] ways,decrease
[76] decrease,task
[76] task,difficulty
[76] difficulty,accommodate
[76] accommodate,students'
[76] students',needs
[76] needs,brain

Top Word Pairs in Tweet in G7:
[87] teacher,friends
[87] friends,raise
[87] raise,hand
[87] hand,taught
[87] taught,windowless
[87] windowless,classroom
[87] classroom,windowless
[87] windowless,classrooms
[87] classrooms,building
[86] gmfunk,teacher

Top Word Pairs in Tweet in G8:
[23] #susancolton,#edchat
[15] start,week
[14] week,renewed
[14] renewed,belief
[14] belief,yourself
[14] yourself,trust
[14] trust,strong
[14] strong,smart
[14] smart,importantly
[14] importantly,re

Top Word Pairs in Tweet in G9:
[74] #edtech,#edchat
[48] check,#edtech
[23] travel,lightyears
[23] lightyears,back
[23] space,systems
[23] systems,light
[23] light,shadows
[23] shadows,iblock
[23] devices,track
[23] track,time

Top Word Pairs in Tweet in G10:
[46] teach,same
[45] #giveaway,time
[45] time,enter
[45] enter,win
[45] win,amazon
[45] amazon,gift
[45] gift,card
[45] card,teach
[45] same,class
[44] classtimecom,#giveaway

Top Replied-To
Top Replied-To in Entire Graph:
@gop
@bobgcolorado
@fastcompany
@discoveryed
@equityedu
@knowledgeworks
@pastors4txkids
@adkinson_nbct
@readingby3rd
@tbriankight

Top Replied-To in G1:
@gop
@equityedu
@fastcompany
@bobgcolorado
@discoveryed
@cmedie
@teachergoals
@teamjeffco
@73newport
@adkinson_nbct

Top Replied-To in G4:
@darrinmpeppard
@tcea
@schoolrubric

Top Replied-To in G5:
@selearningedu

Top Replied-To in G7:
@gmfunk

Top Replied-To in G10:
@classtimecom

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@ascd
@selearningedu
@gen_
@rdene915
@finleyt
@elireview
@edutopia
@leeannjung
@gmfunk

Top Mentioned in G1:
@rdene915
@edutopia
@edsurge
@eschoolnews
@e_sheninger
@educationweek
@oodlu_tweets
@thriveinedu
@mindshiftkqed
@understoodorg

Top Mentioned in G2:
@tcea
@ascd
@elireview
@erik_youngman
@dinnertablemba
@buzzingwithmsb
@selfloverainb0w
@teachthought
@tnvora
@spencerideas

Top Mentioned in G3:
@mradampe
@elemteach81
@betf
@region5cc
@learnauf
@jrsowash
@joolone
@swaggerscanu
@latfamlit
@urturn4you

Top Mentioned in G4:
@wadestanford
@catlin_tucker
@teacher2teacher
@authlearn4all
@darrinmpeppard
@tcea
@stilln8th
@jdauria
@emmalgraney
@jeffnelsontli

Top Mentioned in G5:
@selearningedu
@gen_
@tcea
@finleyt
@act
@eaieducation
@gen_mindful
@denningsavannah
@authlearn4all
@elireview

Top Mentioned in G6:
@finleyt
@pembrokepublish
@dr_costello
@niagaraot
@hwotl
@etfo_oceota
@etfouppercanada
@gecoetfo
@etfo_dotl
@tcea

Top Mentioned in G7:
@gmfunk
@nct
@ncte
@engagereaders
@edsitement
@middleweb
@nowakro
@curtischandler6

Top Mentioned in G8:
@drmarciatate
@susancolton2
@curriculumblog
@nassp
@youtube
@achievethecore
@cbosley19
@serpinstitute
@ldh_ed
@smcama

Top Mentioned in G9:
@k12divenews
@masscue
@missnikkiin5th
@robotis
@techcoachjuarez
@jenniferabrams
@isscommunity
@usedgov
@seccardona
@nyscate

Top Mentioned in G10:
@classtimecom
@matthiefield
@imported_fun
@edchangeglobal
@beavertonsd
@tcea
@rosaisiah

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@mistersalesman
@animatorspal
@cybersecurityn8
@mckbirdbks
@edjlazar
@iartg
@davidbewart
@jfsebastian146

Top Tweeters in G1:
@jfsebastian146
@coopmike48
@dataaugmented
@education_24x7
@codewithtwitchi
@juandoming
@pfanderson
@taxpayers1234
@forbes
@eco1start

Top Tweeters in G2:
@davidbewart
@hugorelly
@sshin6591
@stressfreekids
@evidencerobot
@bookie_lady
@tonyawrites
@shellterrell
@fabnhsstuff
@jfborges

Top Tweeters in G3:
@jasonmhouck
@nathan_stevens
@clarkhistorypol
@rimwellc
@worldlillie
@eco_promos
@hmwdesign_bot
@cherylduckworth
@nevitdilmen
@headteacherchat

Top Tweeters in G4:
@brlanray
@macgyyver
@elizawallace27
@gdorn1
@tombennett71
@teacher2teacher
@kennygfrederick
@robacooper
@meairy
@youseepeeyyc

Top Tweeters in G5:
@geofex
@axnsyuhada
@richardklee1
@dorje_sdooing
@chloe_rozay
@coloniahigh
@erik_palmer
@auburnhills33
@act
@rickatkagan

Top Tweeters in G6:
@artallks
@billmoore20
@faith_o
@dallasbaird19
@badgerhs_prin
@atkauffman
@remindhq
@finleyt
@vperson
@patpattrott

Top Tweeters in G7:
@npsusa
@mr_sandtoes
@tera_monique
@msvintagevalues
@meg_gruber
@bingowings19
@ncte
@itsmy_territory
@coachgoodman
@twisted_panic

Top Tweeters in G8:
@edchateu
@kiffineileen
@lewis1jj
@shirky17
@curriculumblog
@speak4democracy
@solutiontree
@franzyfleck
@edhacked
@r_cilr

Top Tweeters in G9:
@mistersalesman
@jccordero28
@google
@brookingsinst
@s_bearden
@techcoachjuarez
@heymrsbond
@annl_berlin
@kat_goyette
@masscue

Top Tweeters in G10:
@edjlazar
@dancas2
@aldoceccarelli
@breakingkind
@wannawincompo
@prqosjdyofn1ylj
@smartecocity
@imported_fun
@flyovertruth
@saylookma


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