educhat, Twitter, 5/15/2019 6:47:27 PM, 196952


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educhat_2019-05-15_06-59-02.xlsx
educhat_2019-05-15_06-59-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Short Description:
educhat via NodeXL http://bit.ly/2HEQ62T
@rdene915
@jc_james_clark
@robkellytweets
@tanellclassroom
@educre8ive
@edgametec
@scalarhumanity
@weareteachers
@siopmodel
@nycschoois

Top hashtags:
#educhat
#edchat
#education
#edu
#learn
#edtech
#teach
#k12
#queer_educhat

Description:
Description
The graph represents a network of 2,095 Twitter users whose tweets in the requested range contained "educhat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 15 May 2019 at 13:59 UTC.

The requested start date was Monday, 13 May 2019 at 00:01 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 13-day, 23-hour, 41-minute period from Monday, 29 April 2019 at 00:18 UTC to Monday, 13 May 2019 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 : 2095
Unique Edges : 2558
Edges With Duplicates : 2446
Total Edges : 5004
Number of Edge Types : 3
Mentions : 3467
Tweet : 1403
Replies to : 134
Self-Loops : 1403
Reciprocated Vertex Pair Ratio : 0.0771065182829889
Reciprocated Edge Ratio : 0.143173431734317
Connected Components : 375
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 1004
Maximum Edges in a Connected Component : 3151
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.663906
Graph Density : 0.000617744071594486
Modularity : 0.511909
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://www.rdene915.com/
[36] https://www.cmrubinworld.com/how-employers-help-children-design-their-futures/
[28] https://medium.com/me/stories/public
[22] https://www.amazon.com/gp/aw/d/1970133074/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[18] https://www.forbes.com/best-value-colleges/#72878069245b
[16] https://www.youtube.com/watch?v=VKUbn0vf2aY&feature=youtu.be

[13] https://drive.google.com/file/d/1vLeL_ErcxFhgiP7IM4vG-LatggFVxRC_/view
[12] http://blog.kidsemail.org/2017/01/what-is-the-right-age-for-email/
[11] https://gosynth.com/p/s/tebtke
[11] https://www.thecut.com/2019/05/college-admissions-scandal-how-students-feel.html

Top URLs in Tweet in G1:
[6] https://www.amazon.com/Busy-Educators-Guide-World-Wide/dp/0968331017/ref=sr_1_fkmrnull_1?crid=263FN6DQTELBY&keywords=teaching+is+glavac&qid=1555591307&s=gateway&sprefix=teaching+is+gl,digital-text,187&sr=8-1-fkmrnull
[4] https://www.youtube.com/watch?v=LMg-ayEJXW0

[4] https://www.youtube.com/watch?v=RWo1Gx53l3M

[3] https://www.youtube.com/watch?v=KWnvP97FdX0

[3] https://qualityinstruction.org/blogs/thoughts/stacking-the-deck-for-learning
[3] https://qualityinstruction.org/blogs/thoughts/creating-more-opportunities-for-student-choice
[2] https://www.turingo.in/categories/15/questions/746
[2] https://www.youtube.com/watch?v=XHwcbRjWEds

[2] http://ow.ly/8ope50u3Ysm
[2] https://tcea.org/teacher-appreciation

Top URLs in Tweet in G2:
[49] https://www.rdene915.com/
[21] https://medium.com/me/stories/public
[21] https://www.amazon.com/gp/aw/d/1970133074/ref=tmm_pap_title_0?ie=UTF8&qid=&sr=
[13] https://www.youtube.com/watch?v=VKUbn0vf2aY&feature=youtu.be

[12] https://drive.google.com/file/d/1vLeL_ErcxFhgiP7IM4vG-LatggFVxRC_/view
[11] https://gosynth.com/p/s/tebtke
[7] https://gosynth.com/p/s/xhnoew
[6] http://ww2.kqed.org/mindshift/
[6] https://www.eschoolnews.com/2019/05/08/student-created-vr-enhance-sel/2/
[6] https://www.bradshreffler.com/podcast/rachelledenepoth/

Top URLs in Tweet in G3:
[7] https://www.youtube.com/watch?v=_ZH2wsh6gD4&feature=youtu.be

[6] https://twitter.com/kruu_justin/status/1123740445530632192
[6] https://twitter.com/kruu_justin/status/1123745080324628482
[5] https://twitter.com/kruu_justin/status/1123743126747742210
[5] https://twitter.com/kruu_justin/status/1123747383798583296
[4] https://twitter.com/kruu_justin/status/1123738955281829893
[4] https://twitter.com/kruu_justin/status/1122350096715173888
[3] https://www.empoweringells.com/student-interactions/
[3] https://twitter.com/kruu_justin/status/1123751548998299650
[3] https://www.genderspectrum.org/resources/education-2/#more-424

Top URLs in Tweet in G4:
[3] https://www.australiancurriculumlessons.com.au/2013/07/09/inclusion-strategies-for-students-with-autism-spectrum-disorders/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://www.australiancurriculumlessons.com.au/2013/01/15/narrative-writing-lesson-using-the-exact-words/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2013/01/17/shape-lesson-super-shape-shifter-making-shapes/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2014/03/22/peter-wolf-music-lesson-years-234/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2012/12/07/preposition-lesson/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2014/08/09/earth-moon-sun-lessons-plans-year-34/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://www.wordle.net/
[2] https://www.australiancurriculumlessons.com.au/2012/09/23/discussion-writing-with-a-line-debate/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2013/10/27/teaching-volume-a-lesson-in-calculating-volume-with-mab/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.australiancurriculumlessons.com.au/2013/05/11/teaching-kids-to-steal-in-their-reading-understanding-characters/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G5:
[2] https://twitter.com/doecorruption/status/1123939159448739840
[1] https://twitter.com/choicemediatv/status/1126558718496256000
[1] https://twitter.com/squarepegdem/status/1123299380272955394
[1] https://www.schools.com/
[1] https://twitter.com/ChalkbeatNY/status/1123968759478259712
[1] https://twitter.com/sobronxschool/status/1123748830351167493
[1] https://www.yahoo.com/lifestyle/teacher-retires-from-toxic-profession-in-facebook-post-i-will-not-miss-what-education-has-become-015939592.html?soc_src=community&soc_trk=fb
[1] https://www.bostonglobe.com/opinion/editorials/2019/05/10/novel-grass-roots-approach-public-education-grove-hall/6NzhEhRuH2oU5M80ZiyFSO/story.html
[1] https://www.bostonglobe.com/opinion/2019/05/01/playing-safe-with-new-bps-superintendent/Y5UT8pUd2JEFngiYkGg6PK/story.html?event=event25

Top URLs in Tweet in G6:
[5] https://waltuh.wordpress.com/2019/05/05/convening/
[5] https://docs.google.com/document/d/1TxcwkPQwNWVwUI2cFR07GHKYRHXOmT5-90y5K6-d4sg/edit?usp=sharing
[4] http://www.ascd.org/programs/Emerging-Leaders/Emerging-Leaders.aspx
[2] https://www.thecut.com/2019/05/college-admissions-scandal-how-students-feel.html
[2] https://people.howstuffworks.com/why-colleges-hand-out-honorary-degrees.htm
[2] https://www.crushthestreet.com/articles/the-miseducation-of-a-nation-what-has-all-the-high-stakes-testing-in-schools-gotten-us
[1] https://www.linkedin.com/pulse/ascd-edadvantage-call-submissions-trauma-informed-schools-mckenzie/
[1] https://anchor.fm/jennifer-quattrucci/episodes/Rethinking-the-Calm-Corner--A-Simple-Self-Regulation-Procedure-e3qoeh
[1] https://drive.google.com/file/d/1vLeL_ErcxFhgiP7IM4vG-LatggFVxRC_/view
[1] https://www.marketwatch.com/story/more-than-400-colleges-are-still-accepting-students-for-this-fall-and-many-have-financial-aid-to-boot-2019-05-08

Top URLs in Tweet in G7:
[12] http://blog.kidsemail.org/2017/01/what-is-the-right-age-for-email/
[3] https://www.k12prospects.com/blog/?utm_source=twitter&utm_medium=posting-image&utm_campaign=term-of-the-day&utm_content=textlink
[3] https://www.k12prospects.com/LP/Supercharge-Email/5-Easy-Steps-to-More-Successful-Emails-to-Principals.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=supercharge-your-email-open-rate&utm_content=textlink
[2] https://www.k12prospects.com/?utm_source=twitter&utm_medium=posting-image&utm_campaign=quick-facts&utm_content=textlink
[2] https://www.qaeducation.co.uk/article/universities-cyber-attacks
[2] https://sites.google.com/ipsd.org/edbooks/home?fbclid=IwAR2_gpUFJ9Af7jHYBGbAYk11MTSBFSCWIXH7OyEXihGs0LjcUcpPw931j8s
[1] https://prezi.com/view/AQCLuWzNOtxcWCmVDmFj/
[1] https://www.k12prospects.com/LP/School-District-Purchasing-Cycle/School-Districts-Purchasing-Cycle.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=k12-districts-purchase-cycle&utm_content=LP
[1] http://k12prospects.com/LP/5-Common-Email-Mistakes/Stop-Making-These-5-Mistakes-When-Emailing-School-Administrators.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=5-common-email-mistakes&utm_content=textlink
[1] https://www.k12prospects.com/LP/Flowchrt/Flowchart.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=districts-decision-making-flowchart&utm_content=textlink

Top URLs in Tweet in G8:
[4] https://www.youtube.com/watch?v=dADYKlBTvvg&feature=youtu.be

[4] https://drive.google.com/file/d/17SSbuA4QVUrhr7RbP-EkxTTEpGU5Vg_6/view?usp=sharing
[2] https://medium.com/me/stories/public
[2] https://custom.rebrandly.com/404
[2] https://twitter.com/ELmagazine/status/1123372711655424001
[1] https://www.wevideo.com/blog/news/product-update-export-audio-only-in-wevideo#.XMRhBuykZQg.twitter
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2Fwevideoeducators%2F%3Fref%3Dshare
[1] https://docs.google.com/viewer?url=https://www.commonsensemedia.org/sites/default/files/uploads/research/2019-educator-census-inside-the-21st-century-classroom_1.pdf
[1] https://airtable.com/shr1sEt9cVakxTxS9
[1] https://www.educationnext.org/social-emotional-learning-isnt-know/

Top URLs in Tweet in G9:
[1] https://medium.com/me/stories/public
[1] https://www.seriousteachers.com/job_details/272797/0/top1622k-adults-esl-job-kids-esl-job2127k-china
[1] https://www.seriousteachers.com/job_details/272901/0/required-qualified-teachers-kyrgyzstan
[1] https://twitter.com/TeacherToolkit/status/1123322885408530432
[1] http://www.derventioeducation.com/insights/the-long-term-benefits-of-using-schoolip/
[1] https://twitter.com/SecEd_Education/status/1123943975902162949
[1] http://www.derventioeducation.com/insights/five-key-questions-for-your-multi-academy-trust/
[1] http://www.derventioeducation.com/schoolip
[1] http://www.derventioeducation.com/case-studies/westbourne-primary-school/
[1] http://www.derventioeducation.com/insights/the-importance-of-appraisals-in-schools/

Top URLs in Tweet in G10:
[9] http://stimulatinglearning.co.uk/2015/11/patterns/
[8] http://stimulatinglearning.co.uk/2016/09/names/
[8] https://30seconds.com/dad/tip/18143/Women-in-Early-Childhood-Education-My-Interview-With-Montessori-Advocate-Magnolia-Diamond-From-Poland
[6] https://www.weareteachers.com/classroom-trauma-triggers/
[5] http://stimulatinglearning.co.uk/2016/05/trellis/
[4] http://stimulatinglearning.co.uk/2016/05/nature/
[4] https://30seconds.com/dad/tip/15713/Women-in-Early-Childhood-Education-My-Interview-With-Bisola-Babatunde-Idowu-Who-Teaches-in-Nigeria
[1] https://30seconds.com/dad/tip/16085/Men-in-Early-Childhood-Education-My-Interview-With-Niall-Fergus-From-Ireland
[1] https://www.booksourcebanter.com/2018/11/07/wholeclassnovel/
[1] https://www.weareteachers.com/trauma-hiding-at-school/

Top Domains
Top Domains in Tweet in Entire Graph:
[237] com.au
[222] twitter.com
[75] youtube.com
[64] co.uk
[56] rdene915.com
[45] google.com
[38] gosynth.com
[36] amazon.com
[36] cmrubinworld.com
[35] medium.com

Top Domains in Tweet in G1:
[48] twitter.com
[16] youtube.com
[11] iconohash.com
[10] amazon.com
[8] google.com
[8] edtechreview.in
[6] qualityinstruction.org
[6] kqed.org
[5] mailchi.mp
[5] lnkd.in

Top Domains in Tweet in G2:
[54] rdene915.com
[36] gosynth.com
[27] medium.com
[21] amazon.com
[20] gettingsmart.com
[17] google.com
[16] eschoolnews.com
[13] youtube.com
[8] kqed.org
[6] bradshreffler.com

Top Domains in Tweet in G3:
[82] twitter.com
[9] youtube.com
[7] pearsonschool.com
[4] empoweringells.com
[3] amazon.com
[3] genderspectrum.org
[3] tinyletter.com
[2] google.com
[2] dropbox.com
[2] booksforlittles.com

Top Domains in Tweet in G4:
[230] com.au
[12] twitter.com
[5] edu.au
[2] wordle.net
[1] medium.com
[1] org.au
[1] blogspot.com
[1] res.in

Top Domains in Tweet in G5:
[6] twitter.com
[2] bostonglobe.com
[1] schools.com
[1] yahoo.com

Top Domains in Tweet in G6:
[6] google.com
[5] wordpress.com
[4] ascd.org
[2] thecut.com
[2] howstuffworks.com
[2] lehighvalleylive.com
[2] crushthestreet.com
[1] linkedin.com
[1] anchor.fm
[1] marketwatch.com

Top Domains in Tweet in G7:
[18] k12prospects.com
[12] kidsemail.org
[3] imagineersteam.com
[3] co.uk
[3] youtube.com
[2] twitter.com
[2] google.com
[1] prezi.com
[1] medium.com
[1] otus.com

Top Domains in Tweet in G8:
[6] youtube.com
[5] google.com
[2] medium.com
[2] eduflip.net
[2] rebrandly.com
[2] twitter.com
[1] wevideo.com
[1] facebook.com
[1] airtable.com
[1] educationnext.org

Top Domains in Tweet in G9:
[11] derventioeducation.com
[8] co.uk
[8] opogo.com
[8] theguardian.com
[4] twitter.com
[3] gov.uk
[3] ted.com
[2] seriousteachers.com
[2] youtube.com
[1] medium.com

Top Domains in Tweet in G10:
[26] co.uk
[13] 30seconds.com
[7] weareteachers.com
[1] booksourcebanter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2065] educhat
[668] edchat
[508] education
[324] edu
[278] learn
[272] edtech
[261] teach
[235] k12
[210] queer_educhat
[191] revision



Top Hashtags in Tweet in G1:
[304] educhat
[82] education
[56] edchat
[46] edu
[30] teachers
[28] edleaders
[21] highereducation
[21] teaching
[21] edtech
[19] learning

Top Hashtags in Tweet in G2:
[210] educhat
[189] education
[137] k12
[124] future4edu
[103] quotes4edu
[102] edtech
[86] thriveinedu
[77] edchat
[52] 4ocfpln
[51] blendedlearning

Top Hashtags in Tweet in G3:
[206] queer_educhat
[62] ellchat
[55] educhat
[53] esl
[52] ellchat_bkclub
[47] ell
[46] ela
[46] esol
[42] tesol
[25] eal

Top Hashtags in Tweet in G4:
[312] educhat
[264] edchat
[241] edu
[240] learn
[240] teach
[17] education
[15] kidsdeserveit
[10] pypconnected
[9] achieveit
[9] betheone

Top Hashtags in Tweet in G5:
[31] educhat
[28] edchat
[2] teacherappreciationweek
[2] nycteachers
[2] teachers
[2] inclassnotcuffs
[2] sel
[2] unionstrong
[2] bronxplan
[2] takealookatteaching

Top Hashtags in Tweet in G6:
[43] educhat
[32] edchat
[23] ascdl2l
[23] highered
[22] altedchat
[20] edtech
[18] edreform
[16] k12
[15] education
[12] edadmin

Top Hashtags in Tweet in G7:
[84] educhat
[31] edchat
[22] edtech
[16] k12
[14] stem
[14] stemsquad
[14] stemchallenge
[14] stemeducation
[12] parenting
[12] onlinesafety

Top Hashtags in Tweet in G8:
[28] edtech
[27] educhat
[21] greenscreen
[17] edchat
[13] learnlap
[12] education
[8] edtach
[7] googlesites
[7] googlepd
[7] mediamentormonth

Top Hashtags in Tweet in G9:
[102] educhat
[49] highschool
[36] education
[31] designthinking
[25] edtech
[24] middleschool
[23] principals
[23] student
[23] teacher
[23] deeperlearning

Top Hashtags in Tweet in G10:
[45] educhat
[33] eyfs
[30] earlyyears
[27] eyfstwitterpals
[27] eytalking
[16] 30seconds
[16] ecechat
[8] montessori
[8] poland
[7] sel

Top Words
Top Words in Tweet in Entire Graph:
[2793] Words in Sentiment List#1: Positive
[786] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[82320] Non-categorized Words
[85899] Total Words
[2055] #educhat
[668] #edchat
[508] #education
[451] learning
[438] here

Top Words in Tweet in G1:
[304] #educhat
[82] #education
[56] #edchat
[46] #edu
[42] more
[38] school
[35] out
[32] students
[30] #teachers
[28] #edleaders

Top Words in Tweet in G2:
[210] #educhat
[189] #education
[152] rdene915
[137] #k12
[124] #future4edu
[103] #quotes4edu
[102] #edtech
[86] #thriveinedu
[82] words
[77] #edchat

Top Words in Tweet in G3:
[206] #queer_educhat
[112] siop
[103] siopmodel
[75] tanellclassroom
[60] out
[59] kruu_justin
[58] #ellchat
[55] #educhat
[53] #esl
[52] #ellchat_bkclub

Top Words in Tweet in G4:
[312] #educhat
[264] #edchat
[241] #edu
[240] #learn
[240] #teach
[167] lesson
[68] plan
[57] year
[47] 3
[47] â

Top Words in Tweet in G5:
[31] #educhat
[28] #edchat
[14] nycschoois
[11] uft
[10] teachers
[8] nyc
[8] nysednews
[7] doechancellor
[7] bostonglobe
[6] mr_loeb

Top Words in Tweet in G6:
[43] #educhat
[32] #edchat
[26] ascd
[23] #ascdl2l
[23] #highered
[22] #altedchat
[22] sunday
[21] join
[20] window
[20] emerging

Top Words in Tweet in G7:
[84] #educhat
[31] #edchat
[26] email
[24] schools
[22] #edtech
[21] otusk12
[17] k12prospects
[16] #k12
[15] â
[14] #stem

Top Words in Tweet in G8:
[32] educre8ive
[30] wevideo
[28] #edtech
[27] #educhat
[25] ï
[25] ž
[21] #greenscreen
[21] âœ
[19] creativity
[17] #edchat

Top Words in Tweet in G9:
[92] #educhat
[49] #highschool
[36] #education
[31] schoolip
[31] #designthinking
[25] #edtech
[24] #middleschool
[23] #principals
[23] #student
[23] #teacher

Top Words in Tweet in G10:
[44] #educhat
[33] #eyfs
[27] #earlyyears
[27] #eyfstwitterpals
[27] #eytalking
[22] stimlearning
[16] read
[16] interview
[16] #30seconds
[15] women

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[255] #teach,#educhat
[254] #learn,#edu
[254] #edu,#teach
[244] #edchat,#learn
[235] hi,here
[235] here,flip
[235] flip,learning
[235] learning,germany
[235] germany,quiz
[235] answers,tomorrow

Top Word Pairs in Tweet in G1:
[22] #edchat,#educhat
[22] #education,#educhat
[20] check,out
[14] #edleaders,#edu
[14] #edu,#education
[13] #edchat,#edleaders
[12] #learn,#edu
[12] #edu,#teach
[12] #teach,#educhat
[11] daily,conversation

Top Word Pairs in Tweet in G2:
[76] #education,#educhat
[66] #educhat,#edtech
[49] learning,go
[49] go,thoughts
[49] thoughts,things
[49] things,education
[49] education,tech
[49] tech,pd
[49] pd,experiences
[49] experiences,w

Top Word Pairs in Tweet in G3:
[30] #ellchat,#esl
[30] #esol,#tesol
[28] jechev,siopmodel
[27] hey,#ellchat_bkclub
[27] siop,author
[25] #esl,#ela
[25] mark,calendars
[24] #ela,#ell
[24] siopmodel,hey
[23] free,siop

Top Word Pairs in Tweet in G4:
[240] #edchat,#learn
[240] #learn,#edu
[240] #edu,#teach
[240] #teach,#educhat
[65] lesson,plan
[31] 3,4
[24] 4,#edchat
[20] lesson,#edchat
[19] 2,3
[18] 2,#edchat

Top Word Pairs in Tweet in G5:
[19] #edchat,#educhat
[9] #educhat,#edchat
[5] nyc,doe
[5] doe,teachers
[4] nysednews,nycschools
[4] nycschools,doechancellor
[4] question,ask
[4] ask,suspensions
[4] suspensions,down
[4] down,14

Top Word Pairs in Tweet in G6:
[23] #ascdl2l,#edchat
[20] ascd,emerging
[20] now,open
[19] 6,pm
[19] pm,pt
[19] pt,9
[19] 9,et
[19] et,moderated
[18] #educhat,#edreform
[16] walterindc,window

Top Word Pairs in Tweet in G7:
[30] #edchat,#educhat
[16] #educhat,#k12
[14] #stemchallenge,#stemeducation
[13] #stemsquad,#stemchallenge
[12] right,age
[12] age,email
[12] email,#educhat
[12] #educhat,#parenting
[12] #parenting,#onlinesafety
[12] #onlinesafety,#family

Top Word Pairs in Tweet in G8:
[25] ï,ž
[21] âœ,ï
[13] wait,#greenscreen
[13] #greenscreen,pocket
[13] pocket,magic
[13] magic,10
[13] 10,minutes
[13] minutes,creativity
[13] creativity,tuesday
[13] tuesday,morn

Top Word Pairs in Tweet in G9:
[24] #highschool,#middleschool
[24] #middleschool,#education
[23] #principals,#student
[23] #student,#teacher
[22] #parents,#principals
[22] #deeperlearning,#designthinking
[22] #teacher,#highschool
[21] #highschool,#secondaryschool
[21] #secondaryschool,#jamb
[20] #exams,#publicschools

Top Word Pairs in Tweet in G10:
[27] #eyfstwitterpals,#eytalking
[26] #eyfs,#earlyyears
[26] #eytalking,#eyfs
[16] #earlyyears,#educhat
[15] childhood,education
[15] education,read
[15] read,interview
[15] #30seconds,#ecechat
[13] #ecechat,#educhat
[12] #educhat,procm2

Top Replied-To
Top Replied-To in Entire Graph:
@edu_employers
@kruu_justin
@ertekinell
@cmrubinworld
@2014ortoy
@friedenglish101
@tanellclassroom
@jsantiago47
@cbtennyson
@george_spiridis

Top Replied-To in G2:
@mairecervenak

Top Replied-To in G3:
@kruu_justin
@ertekinell
@2014ortoy
@friedenglish101
@tanellclassroom
@cbtennyson
@jsantiago47
@siopmodel
@loriahan
@naemmanuele

Top Replied-To in G4:
@george_spiridis
@teacher2teacher
@emilyfranesl
@clapturn
@devikadatta15
@mrweimann
@levi_allison42
@henriettacook
@rcrellin
@mrmarkowich

Top Replied-To in G5:
@uft
@sobronxschool
@squarepegdem
@leoniehaimson
@mchristo2019
@normscott1
@nydnbenchapman
@japaspanglish
@rweingarten
@nysut

Top Replied-To in G9:
@tate

Top Replied-To in G10:
@alex_corbitt

Top Mentioned
Top Mentioned in Entire Graph:
@rdene915
@thewazchronicle
@siopmodel
@tanellclassroom
@spbeale
@robkellytweets
@kruu_justin
@jechev
@educre8ive
@teachbetterteam

Top Mentioned in G1:
@mathattax
@4pt0schools
@kaitruggiero

Top Mentioned in G2:
@rdene915
@gosynth
@getting_smart
@edumatchbooks
@steinbrinklaura
@teachersjourney
@parentsquare
@eschoolnews
@toutoulentoya
@learnwithsocra1

Top Mentioned in G3:
@siopmodel
@tanellclassroom
@jechev
@kruu_justin
@2014ortoy
@morgetron
@andreahonigsfel
@ertekinell
@pearsonprek12
@specsol

Top Mentioned in G4:
@robkellytweets
@berwicklodgeps
@auslessons
@achieveited
@kgainerteacher
@global2_blog
@caseyradio977
@detvic
@mtan27
@henrygrossek

Top Mentioned in G5:
@nycschoois
@nysednews
@doechancellor
@bostonglobe
@mr_loeb
@nycschools
@agzimmerman
@doecorruption
@bxeu4j
@normscott1

Top Mentioned in G6:
@ascd
@walterindc
@jillian_damon
@rhodesbeland
@college_experts
@monicahousen
@jodiplace
@mssackstein
@paulsolarz
@michiganascd

Top Mentioned in G7:
@k12prospects
@otusk12
@missmcintyre15
@noapp4pedagogy
@keithwestman
@steamuptheclsrm
@mrserinfisher
@masscue

Top Mentioned in G8:
@educre8ive
@jakemillertech
@dekalbschoolsit
@sdcthailand
@wevideo
@rdene915
@googleearth
@googleforedu
@edtechteam

Top Mentioned in G9:
@schoolip
@isbl_news
@theisabellaliu
@betatutorng
@derventioedu
@kittenbot1
@inspirechild
@besatweet
@headsup
@educationgovuk

Top Mentioned in G10:
@stimlearning
@procm2
@weareteachers
@firstbook
@poundland
@resourcewhizz
@bisolaido
@donnas92
@30seconds
@elisatalk

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@lopezgovlaw
@edgametec
@lynch39083
@aaroncuddeback
@bostonglobe
@washingtonpost
@chriswill1337
@wsj
@alicekeeler

Top Tweeters in G1:
@satisphactionio
@iconohash
@opusmatrix
@maupanas
@jobinindia
@etr_in
@saranshgarg
@mwillyg
@thekineticpen
@indritvucaj

Top Tweeters in G2:
@lynch39083
@forbes
@tamraraven
@pardoe_ai
@burgessdave
@rdene915
@shannonmmiller
@mysageadvice
@bethhill2829
@buncee

Top Tweeters in G3:
@dileed
@theweirdteacher
@joykirr
@mrsjjee
@erik_youngman
@carinahilbert
@emilyfranesl
@ca_london
@nebraskasower
@adamsilvera

Top Tweeters in G4:
@edgametec
@mrkempnz
@northway_debbie
@canva
@theage
@teacher2teacher
@mr_isaacs
@gruntledchalkie
@grhluna24
@zeinachalich

Top Tweeters in G5:
@bostonglobe
@washingtonpost
@wsj
@nydailynews
@latimes
@rweingarten
@chipgoines
@leoniehaimson
@squarepegdem
@manhattaninst

Top Tweeters in G6:
@mssackstein
@paulsolarz
@bethhouf
@ascd
@davidmoadel
@philechols
@cmdatascoop
@barbaragruener
@mathdenisnj
@getsetlearning

Top Tweeters in G7:
@sectest9
@aaroncuddeback
@ashot_
@educatormaguk
@jcorippo
@mcleod
@noapp4pedagogy
@rosbigwriting
@womencodersbot
@masscue

Top Tweeters in G8:
@alicekeeler
@drkatrinakeene
@jenwilliamsedu
@lieberrian
@edtechteam
@drlangraad
@wcpss
@hollyclarkedu
@johnwick
@educre8ive

Top Tweeters in G9:
@designthinkbot
@teachertoolkit
@scalarhumanity
@sardimperium
@sprintbaseb
@educationgovuk
@urban_teacher
@nahtnews
@inspirechild
@voicetheunion

Top Tweeters in G10:
@stressfreekids
@procm2
@30seconds
@elisatalk
@eytalking
@mini_lebowski
@weareteachers
@donnas92
@poundland
@firstbook