edchat, Twitter, 12/9/2015 12:15:56 AM, 58519


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edchat_2015-12-08_10-15-00.xlsx
edchat_2015-12-08_10-15-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2015
Short Description:
edchat via NodeXL http://bit.ly/1NF15qI
@justintarte
@wef
@mindshiftkqed
@questteaching
@edutopia
@amicischool
@weareteachers
@ujobsco

Description:
Description
The graph represents a network of 4,039 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 Tuesday, 08 December 2015 at 18:16 UTC.

The requested start date was Tuesday, 08 December 2015 at 00:00 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 22-hour, 42-minute period from Sunday, 06 December 2015 at 01:17 UTC to Monday, 07 December 2015 at 23:59 UTC.

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.


Overall Graph Metrics
Vertices : 4039
Unique Edges : 4735
Edges With Duplicates : 1336
Total Edges : 6071
Self-Loops : 1073
Reciprocated Vertex Pair Ratio : 0.00897351718100241
Reciprocated Edge Ratio : 0.0177874186550976
Connected Components : 517
Single-Vertex Connected Components : 280
Maximum Vertices in a Connected Component : 3043
Maximum Edges in a Connected Component : 4946
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.880032
Graph Density : 0.00028265765890051
Modularity : 0.691551
NodeXL Version : 1.0.1.346

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[150] http://po.st/scms/OrMCe04Lcp0lOFmbAkZbsPTzxpwaCzOd_y1bc0ELcp0/6CPgkq
[116] https://agenda.weforum.org/2015/08/which-university-has-the-strongest-international-outlook/?utm_content=bufferdba67&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[90] https://agenda.weforum.org/2015/11/these-are-the-most-expensive-countries-to-be-a-student/?utm_content=buffer7844d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[69] http://www.davidgeurin.com/2015/12/ten-things-every-educator-should-say.html
[63] https://agenda.weforum.org/2015/11/study-abroad-get-hired/?utm_content=buffer53f15&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[61] https://ww2.kqed.org/mindshift/2015/08/14/why-study-math-because-its-forever/
[49] http://ww2.kqed.org/mindshift/2015/09/14/lesson-study-technique-what-teachers-can-learn-from-one-another/
[46] https://agenda.weforum.org/2015/11/what-will-the-english-language-be-like-in-100-years/?utm_content=bufferae0c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[46] http://d33y93cfm0wb4z.cloudfront.net/Grace/Infographics/ResilienceB_1000.pdf?utm_content=buffere5dc2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[44] http://brightside.me/article/lego-blocks-an-incredibly-effective-way-to-develop-your-childs-math-skills-56055/

Top URLs in Tweet in G1:
[114] https://agenda.weforum.org/2015/08/which-university-has-the-strongest-international-outlook/?utm_content=bufferdba67&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[87] https://agenda.weforum.org/2015/11/these-are-the-most-expensive-countries-to-be-a-student/?utm_content=buffer7844d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[62] https://agenda.weforum.org/2015/11/study-abroad-get-hired/?utm_content=buffer53f15&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[44] https://agenda.weforum.org/2015/11/what-will-the-english-language-be-like-in-100-years/?utm_content=bufferae0c0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[39] https://agenda.weforum.org/2015/11/where-do-teachers-earn-the-most/?utm_content=buffer2284e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[29] https://agenda.weforum.org/2015/12/where-are-the-worst-teacher-shortages/
[14] https://agenda.weforum.org/2015/11/where-do-teachers-earn-the-most/?utm_content=bufferf5c79&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://agenda.weforum.org/2015/11/these-are-the-most-expensive-countries-to-be-a-student/?utm_content=buffer21640&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://agenda.weforum.org/2015/11/where-do-teachers-earn-the-most/?utm_content=buffer9e1c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://agenda.weforum.org/2015/11/study-abroad-get-hired/?utm_content=bufferdb20d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[30] http://brightside.me/article/lego-blocks-an-incredibly-effective-way-to-develop-your-childs-math-skills-56055/
[5] http://edge.ascd.org//blogpost/staff-morale-is-lower-than-ever
[3] https://docs.google.com/spreadsheets/d/1YQI2SJKBVaJHFvZe46erl_edJ33f8oWV2y3ItUjaxjM/htmlview?pli=1#gid=1603075093
[3] http://lightbulbsandlaughter.blogspot.ca/2014/07/eleven-rules-for-engaging-students.html
[2] http://linkis.com/creatubbles.com/LQHnZ
[2] https://www.smore.com/0wvck-amcms-principal-s-office
[2] http://singularityhub.com/2015/11/19/automation-is-eating-jobs-but-these-skills-will-always-be-valued-in-the-workplace/
[2] https://twitter.com/edutopia/status/673462849801486336
[2] http://www.huffingtonpost.com/entry/growth-mindset_565f315de4b072e9d1c455d4?utm_hp_ref=education&ir=Education§ion=education
[1] http://linkis.com/www.davidgeurin.com/OiaOZ

Top URLs in Tweet in G3:
[57] https://ww2.kqed.org/mindshift/2015/08/14/why-study-math-because-its-forever/
[39] http://ww2.kqed.org/mindshift/2015/09/14/lesson-study-technique-what-teachers-can-learn-from-one-another/
[31] http://ww2.kqed.org/mindshift/2015/08/12/what-do-students-lose-by-being-perfect-valuable-failure/
[20] http://ww2.kqed.org/mindshift/2015/05/28/english-majors-can-be-doctors-too-medical-school-rethinks-pre-med/
[15] http://ww2.kqed.org/mindshift/2015/08/07/can-an-immersive-video-game-teach-the-nuances-of-american-history/
[13] http://www.teachthought.com/learning/learning-in-a-place/
[9] http://ww2.kqed.org/mindshift/2015/08/11/listening-to-teachers-how-school-districts-can-adopt-meaningful-change/
[7] http://www.teachthought.com/learning/10-innovative-learning-strategies-for-modern-pedagogy/
[6] http://ww2.kqed.org/mindshift/2015/08/18/taking-notes-is-the-pen-still-mightier-than-the-keyboard/
[5] http://www.edtechmagazine.com/k12/article/2015/12/180000-schools-prepare-hour-code-2015

Top URLs in Tweet in G4:
[8] https://www.youtube.com/watch?v=NMvZx5OXCwQ
[7] http://www.ebay.com/itm/-/231775634940?roken=cUgayN&soutkn=3NIpxt
[5] http://www.ebay.com/itm/-/331723629380?roken=cUgayN&soutkn=Gg8KLr
[5] http://www.ebay.com/itm/-/331723629814?roken=cUgayN&soutkn=nTSr3x
[4] http://edchatrant.com
[3] https://www.youtube.com/watch?v=-Uo6ZB0zrTQ
[3] https://agenda.weforum.org/2015/11/where-do-teachers-earn-the-most/?utm_content=buffer2284e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://b515c7pgx5mf4z86lcgjwf958f.hop.clickbank.net/?tid=9R3VK7V4&utm_source=twitterfeed&utm_medium=twitter
[2] http://c4e61bccx7mfyla4mmw0yl2s7p.hop.clickbank.net/?tid=9R3VK7V4&utm_medium=twitter&utm_source=twitterfeed
[2] https://www.khanacademy.org/hourofcode

Top URLs in Tweet in G5:
[130] http://po.st/scms/OrMCe04Lcp0lOFmbAkZbsPTzxpwaCzOd_y1bc0ELcp0/6CPgkq
[27] http://po.st/scms/OrMCe04Lcp0lOFmbAkZbsPTzxpwaCzOd_y1bc0ELcp0/A2Ry6H
[8] http://www.edutopia.org/blog/making-makerspace-top-20-technologies-tools-kevin-jarrett
[6] https://www.edsurge.com/news/2015-10-31-so-you-want-to-drive-instruction-with-digital-badges-start-with-the-teachers?utm_content=bufferc8ee9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://po.st/scms/OrMCe04Lcp0lOFmbAkZbsPTzxpwaCzOd_y1bc0ELcp0/006jbY
[5] http://po.st/scms/OrMCe04Lcp0lOFmbAkZbsPTzxpwaCzOd_y1bc0ELcp0/n0IEDL
[5] https://teespring.com/custom-outcome
[5] http://po.st/scms/OrMCe04Lcp0lOFmbAkZbsPTzxpwaCzOd_y1bc0ELcp0/U448Z2
[4] http://ww2.kqed.org/mindshift/2015/12/02/how-to-make-sure-that-project-based-learning-is-applied-well-in-schools/
[3] https://static.googleusercontent.com/media/www.google.com/en/us/edu/pdf/guide/professional-development-handbook.pdf

Top URLs in Tweet in G6:
[57] http://www.davidgeurin.com/2015/12/ten-things-every-educator-should-say.html
[10] http://trib.al/jS7P9Jg
[7] http://afhogan.com/climb/
[4] http://afhogan.com/keep-learning-throughout-december/
[3] http://www.teachthought.com/the-future-of-learning/technology/25-tips-to-deal-with-digital-distractions?utm_content=buffer0def3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://venspired.com/why-the-maker-movement-matters/
[3] http://theeducatorsroom.com/2015/07/getting-a-health-information-technology-degree/
[3] https://twitter.com/drjosemanuelv/status/673586061516279808
[3] http://bethanyshill.com/2015/12/05/transparent-leadership-letting-your-light-shine-through/
[3] http://thepositiveprincipal.org/2015/12/06/just-a-tweet/

Top URLs in Tweet in G7:
[17] http://www.weareteachers.com/blogs/post/2014/08/08/the-teacher-report-5-excuses-kids-give-for-not-reading-(and-ways-to-respond)#.VmL5xjL2PLA.twitter
[13] http://www.cultofpedagogy.com/dogfooding/
[12] http://www.buzzfeed.com/mallorymcinnis/teachers-are-great?utm_term=.pe43nGGVzZ
[8] http://www.weareteachers.com/blogs/post/2015/03/18/moving-beyond-classroom-discussions
[8] http://www.cultofpedagogy.com/middle-school-kids/
[7] http://fivethirtyeight.com/?post_type=fte_features&p=97041&ex_cid=story-twitter
[6] http://edublog.scholastic.com/post/how-i-researched-and-evaluated-one-my-everyday-teaching-practices?linkId=19328479
[4] http://themighty.com/2015/11/the-brilliant-way-this-special-ed-teacher-starts-class-every-day/#ixzz3taCp7yNI
[4] http://educationnext.org/common-core-not-dead-yet/
[3] http://www.cultofpedagogy.com/marigolds/

Top URLs in Tweet in G8:
[7] https://www.youtube.com/watch?v=sxyKNMrhEvY&feature=youtu.be&utm_content=bufferf8b5b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://schoolsimprovement.net/david-cameron-to-force-public-sector-to-pay-for-200000-apprentices
[5] http://schoolsimprovement.net/top-judge-leads-calls-to-scrap-mandatory-daily-christian-worship-in-uk-schools
[5] http://schoolsimprovement.net/school-exams-in-new-fiasco-after-re-marks-hit-record-high
[5] http://schoolsimprovement.net/meet-the-happiness-teacher-at-the-uks-first-official-happy-school
[5] http://participationcompass.org/article/index/method
[5] http://pblacademies.org/
[5] http://www.bamradionetwork.com/edwords-blog/been-there-done-that-a-day-in-the-life-of-a-reading-teacher
[4] http://schoolsimprovement.net/schools-put-on-extremist-watch-amid-fears-of-syria-backlash
[4] http://spiral.ac/r/ekex

Top URLs in Tweet in G9:
[9] https://docs.google.com/document/d/1OlhQ6AlfOmmWfwOJmcH-G7A7wABAdjr2vm6-naaX8is/edit?usp=sharing
[9] https://twitter.com/curriculumblog/status/673292958674903040/photo/1
[9] http://www.theatlantic.com/education/archive/2015/12/when-grit-isnt-enough/418269/?utm_source=SFFB
[4] http://servantprincipal.com/why-i-want-to-be-invisible/?utm_content=buffer58e8c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/curriculumblog/status/673313783872430080/photo/1
[3] https://www.youtube.com/watch?v=9-NR1grgZlU&feature=youtu.be
[2] http://www.ascd.org/publications/educational-leadership/sept15/vol73/num01/How-to-Make-Your-Questions-Essential.aspx
[2] https://www.khanacademy.org/hourofcode
[2] http://www.activevoice.us/article.jsp?name=atriskalternativeeverychildisasuccesswaitingtohappen&t=Math
[2] http://www.activevoice.us/article.jsp?name=isyourschooldistrictoverspendingontechnology&t=Math

Top URLs in Tweet in G10:
[13] http://iteach-and-ilearn.blogspot.com/2015/12/no-more-crappy-homework.html
[11] http://tweetedtimes.com/#!/dpkirsch
[4] http://www.sycol.com/video-post/
[4] http://filmar.com/2015/08/17/is-your-school-district-overspending-on-technology/
[4] http://www.josieholford.com/?p=10388
[4] http://www.future-leaders.org.uk/insights-blog/culture-error/
[4] https://twitter.com/davidbillikopf/status/673696892610564096
[3] http://larryferlazzo.edublogs.org/2015/12/06/all-my-best-lists-on-race-racism-the-civil-rights-movement-in-one-place?utm_content=buffer113f1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://gettingsmart.com/2015/12/10-innovative-features-of-summit-public-schools/?utm_source=twitterfeed&utm_medium=twitter
[3] http://www.educatorstechnology.com/2015/12/3-handy-do-it-yourself-apps-for-students.html?utm_medium=twitter&utm_source=twitterfeed

Top Domains
Top Domains in Tweet in Entire Graph:
[439] weforum.org
[270] kqed.org
[216] twitter.com
[207] po.st
[91] geiendorsed.com
[87] wordpress.com
[70] davidgeurin.com
[68] youtube.com
[61] com.au
[57] co.uk

Top Domains in Tweet in G1:
[420] weforum.org
[1] twitter.com

Top Domains in Tweet in G2:
[30] brightside.me
[5] ascd.org
[4] linkis.com
[4] freetech4teachers.com
[3] twitter.com
[3] blogspot.com
[3] google.com
[3] blogspot.ca
[2] smore.com
[2] kqed.org

Top Domains in Tweet in G3:
[204] kqed.org
[22] teachthought.com
[20] linkis.com
[10] twitter.com
[5] edtechmagazine.com
[5] washingtonpost.com
[4] po.st
[4] hightechhigh.org
[3] blogspot.com
[2] graphite.org

Top Domains in Tweet in G4:
[36] twitter.com
[29] clickbank.net
[23] ebay.com
[16] youtube.com
[11] co.uk
[11] washingtonpost.com
[8] weforum.org
[7] blogspot.com
[7] kqed.org
[6] wordpress.com

Top Domains in Tweet in G5:
[182] po.st
[19] edutopia.org
[19] edtechreview.in
[11] edsurge.com
[9] kqed.org
[8] teespring.com
[5] twitter.com
[4] co.uk
[4] wordpress.com
[4] alicekeeler.com

Top Domains in Tweet in G6:
[58] davidgeurin.com
[38] theeducatorsroom.com
[11] afhogan.com
[10] trib.al
[9] kqed.org
[7] com.au
[6] edtechupdate.com
[5] teachthought.com
[4] twitter.com
[3] venspired.com

Top Domains in Tweet in G7:
[27] cultofpedagogy.com
[26] weareteachers.com
[12] buzzfeed.com
[7] fivethirtyeight.com
[6] scholastic.com
[5] po.st
[5] kqed.org
[4] themighty.com
[4] educationnext.org
[3] twitter.com

Top Domains in Tweet in G8:
[40] schoolsimprovement.net
[40] bamradionetwork.com
[14] mzteachuh.org
[12] twitter.com
[12] exitticket.org
[8] youtube.com
[6] edublogs.org
[6] ai2020.com
[6] linkis.com
[5] participationcompass.org

Top Domains in Tweet in G9:
[20] activevoice.us
[17] twitter.com
[9] google.com
[9] theatlantic.com
[6] ascd.org
[4] servantprincipal.com
[3] youtube.com
[2] khanacademy.org
[2] cultofpedagogy.com
[2] stager.tv

Top Domains in Tweet in G10:
[17] blogspot.com
[17] co.uk
[15] classroom20.com
[14] myassignmenthelp.com
[13] edublogs.org
[13] sycol.com
[12] theguardian.com
[11] tweetedtimes.com
[10] feedsportal.com
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4999] edchat
[689] edtech
[493] education
[331] teachers
[198] mathchat
[193] ntchat
[150] leadupchat
[150] oer
[116] universities
[115] ukedchat



Top Hashtags in Tweet in G1:
[422] edchat
[205] education
[114] universities
[71] work
[44] language
[2] refugees
[2] europe
[2] highered
[2] globaled
[1] students

Top Hashtags in Tweet in G2:
[442] edchat
[31] mathchat
[8] mschat
[8] edbeat
[8] cpchat
[7] txeduchat
[5] ohedchat
[5] humbleisd
[4] unionrxi
[4] educoach

Top Hashtags in Tweet in G3:
[349] edchat
[103] mathchat
[83] edtech
[59] math
[39] pd
[33] parents
[23] stem
[15] education
[15] history
[15] sschat

Top Hashtags in Tweet in G4:
[417] edchat
[61] edtech
[27] education
[26] teaching
[25] grammar
[24] homeschool
[23] english
[23] ebay
[21] school
[16] ukedchat

Top Hashtags in Tweet in G5:
[329] edchat
[130] oer
[56] edtech
[31] edreform
[26] education
[21] edtechchat
[17] ntchat
[14] teachers
[12] engchat
[11] mathchat

Top Hashtags in Tweet in G6:
[351] edchat
[118] leadupchat
[68] iaedchat
[40] teachers
[28] moedchat
[23] satchat
[21] futureready
[19] satchatwc
[16] txeduchat
[14] cpchat

Top Hashtags in Tweet in G7:
[294] edchat
[171] teachers
[155] ntchat
[17] ukedchat
[17] reading
[17] readchat
[15] satchat
[13] lessonplanning
[12] classroom
[11] education

Top Hashtags in Tweet in G8:
[330] edchat
[54] edtech
[44] education
[28] teachers
[28] cpchat
[20] mschat
[17] edwrdsb
[15] edreform
[12] sbgchat
[12] teaching

Top Hashtags in Tweet in G9:
[145] edchat
[17] edtech
[12] digitaledchat
[11] abed
[11] bced
[10] aussieed
[10] includedau
[10] edchatnz
[10] asiaedchat
[9] ableg

Top Hashtags in Tweet in G10:
[275] edchat
[103] edtech
[26] education
[11] ict
[11] nomorecrappyhomework
[11] elemchat
[10] mondaymotivation
[10] mschat
[9] txeduchat
[8] digln

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[72272] Non-categorized Words
[72272] Total Words
[4629] edchat
[3743] rt
[728] teachers
[668] edtech
[602] learning

Top Words in Tweet in G1:
[422] edchat
[414] wef
[410] rt
[205] education
[114] universities
[114] strongest
[114] international
[114] outlook
[104] countries
[101] expensive

Top Words in Tweet in G2:
[422] rt
[393] justintarte
[331] edchat
[298] give
[285] amp
[256] learning
[121] feedback
[116] kid
[114] grade
[114] stops

Top Words in Tweet in G3:
[326] edchat
[300] rt
[219] mindshiftkqed
[121] math
[104] mathchat
[73] teachers
[73] edtech
[58] study
[58] forever
[58] ted

Top Words in Tweet in G4:
[420] edchat
[62] edtech
[46] education
[42] rt
[35] school
[34] teaching
[34] english
[32] learning
[30] spelling
[25] grammar

Top Words in Tweet in G5:
[310] edchat
[275] rt
[203] edutopia
[137] educational
[131] guide
[130] open
[130] resources
[130] oer
[129] educator's
[56] edtech

Top Words in Tweet in G6:
[325] edchat
[301] rt
[119] leadupchat
[99] passion
[97] davidgeurin
[74] new
[74] post
[70] teachers
[68] iaedchat
[66] justintarte

Top Words in Tweet in G7:
[287] edchat
[283] rt
[208] weareteachers
[184] teachers
[155] ntchat
[33] students
[29] https
[29] ways
[26] cultofpedagogy
[26] kids

Top Words in Tweet in G8:
[296] edchat
[277] rt
[52] edtech
[39] bamradionetwork
[37] coolcatteacher
[35] students
[33] sylviaduckworth
[31] education
[30] schoolsimprove
[27] learning

Top Words in Tweet in G9:
[138] edchat
[102] rt
[48] curriculumblog
[17] edtech
[16] school
[16] via
[15] students
[14] student
[13] teachers
[13] time

Top Words in Tweet in G10:
[262] edchat
[124] rt
[103] edtech
[39] education
[38] via
[37] edtechnerd
[31] more
[26] school
[21] blog
[18] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[529] rt,justintarte
[411] rt,wef
[287] edtech,edchat
[275] rt,mindshiftkqed
[271] edchat,edtech
[248] education,edchat
[230] teachers,edchat
[224] rt,weareteachers
[215] justintarte,give
[203] rt,edutopia

Top Word Pairs in Tweet in G1:
[404] rt,wef
[172] education,edchat
[114] universities,strongest
[114] strongest,international
[114] international,outlook
[114] outlook,education
[110] wef,universities
[101] wef,expensive
[101] expensive,countries
[101] countries,student

Top Word Pairs in Tweet in G2:
[393] rt,justintarte
[181] justintarte,give
[114] give,kid
[114] kid,grade
[114] learning,stops
[114] stops,give
[114] feedback,amp
[114] amp,extending
[114] extending,questions
[114] learning,goes

Top Word Pairs in Tweet in G3:
[216] rt,mindshiftkqed
[97] edchat,mathchat
[58] study,math
[58] math,forever
[58] forever,ted
[58] ted,edchat
[57] mathchat,math
[55] mindshiftkqed,study
[39] study',technique
[39] technique,teachers

Top Word Pairs in Tweet in G4:
[33] edtech,edchat
[22] edchat,teaching
[19] rt,cipofficial1
[17] edchat,edtech
[17] teaching,school
[15] grammar,edchat
[15] school,englishschool
[14] check,spelling
[14] spelling,spelling
[14] spelling,english

Top Word Pairs in Tweet in G5:
[178] rt,edutopia
[130] edchat,oer
[129] educator's,guide
[129] guide,open
[129] open,educational
[129] educational,resources
[129] resources,edchat
[127] edutopia,educator's
[29] edreform,edchat
[28] edutopia,time

Top Word Pairs in Tweet in G6:
[97] rt,davidgeurin
[76] edchat,leadupchat
[66] rt,justintarte
[61] blog,post
[59] new,blog
[57] post,ten
[57] ten,things
[57] things,educator
[57] educator,more
[57] more,edchat

Top Word Pairs in Tweet in G7:
[207] rt,weareteachers
[149] edchat,ntchat
[136] teachers,edchat
[121] weareteachers,teachers
[22] rt,cultofpedagogy
[21] rt,urban_teacher
[18] edchat,https
[17] weareteachers,5
[17] 5,excuses
[17] excuses,kids

Top Word Pairs in Tweet in G8:
[40] edtech,edchat
[38] rt,bamradionetwork
[33] coolcatteacher,edchat
[30] rt,schoolsimprove
[22] rt,mindshiftkqed
[19] rt,russeltarr
[18] rt,ev_giannopoulos
[18] mindshiftkqed,lots
[18] lots,small
[18] small,ways

Top Word Pairs in Tweet in G9:
[48] rt,curriculumblog
[16] edchat,edtech
[12] edchat,https
[12] global,contributors
[12] contributors,welcome
[12] welcome,aussieed
[12] aussieed,includedau
[12] includedau,edchatnz
[12] edchatnz,asiaedchat
[12] asiaedchat,edchat

Top Word Pairs in Tweet in G10:
[50] edtech,edchat
[42] edchat,edtech
[34] edchat,via
[29] via,edtechnerd
[17] edchat,education
[13] replied,sarah
[13] sarah,pollack's
[13] pollack's,discussion
[13] discussion,blog
[13] blog,4

Top Replied-To
Top Replied-To in Entire Graph:
@wmchamberlain
@wef
@emmersbrown
@mrpowerscms
@scedmonds
@phs_snyder
@technenglish17
@jaysenanderson
@larryferlazzo
@goformative

Top Replied-To in G1:
@wef

Top Replied-To in G4:
@mukahhal1
@nepalartshop

Top Replied-To in G5:
@ascd

Top Replied-To in G6:
@aaron_hogan
@debbiedkenyon

Top Replied-To in G8:
@tderosad
@phs_snyder
@larryferlazzo
@jaysenanderson
@technenglish17

Top Replied-To in G9:
@mrpowerscms

Top Mentioned
Top Mentioned in Entire Graph:
@justintarte
@wef
@mindshiftkqed
@edutopia
@weareteachers
@davidgeurin
@geiendorsed
@toddwhitaker
@nalang1
@teachertoolkit

Top Mentioned in G1:
@wef
@cbodewig
@globalbu
@itratedeg
@macberry
@wiltfriedidema
@devsnu
@s
@eduinfographics
@cieestudyabroad

Top Mentioned in G2:
@justintarte
@toddwhitaker
@janchappuis
@mann4edu
@growinglearners
@nalang1
@dwight_carter
@mindshiftkqed
@weareteachers
@pdowneyenglish

Top Mentioned in G3:
@mindshiftkqed
@ted
@jesslahey
@teachthought
@justintarte
@codeorg
@vibeisrael
@bryanmmathers
@itechspec
@edtechmagazine

Top Mentioned in G4:
@servissj
@assistiveware
@charmaynepolen
@palanksmdc

Top Mentioned in G5:
@edutopia
@mr_aylen
@justintarte
@etr_in
@sphero
@spheroedu
@parrot
@edsurge
@mindshiftkqed
@alicekeeler

Top Mentioned in G6:
@davidgeurin
@justintarte
@nalang1
@aaron_hogan
@tedfujimoto
@sylviaduckworth
@mindshiftkqed
@educatorsroom
@auslessons
@thomascmurray

Top Mentioned in G7:
@weareteachers
@cultofpedagogy
@urban_teacher
@justintarte
@scholastic
@edutopia
@teachingchannel
@mindshiftkqed
@michaelpetrilli
@educationnext

Top Mentioned in G8:
@bamradionetwork
@coolcatteacher
@sylviaduckworth
@schoolsimprove
@mindshiftkqed
@russeltarr
@willrich45
@ev_giannopoulos
@edudemic
@edtechnerd

Top Mentioned in G9:
@curriculumblog
@joe_bower
@burgessdave
@justintarte
@claireamosnz
@stuartkellynz
@davidgeurin
@mark_sanborn
@servantprincipl
@chrisclinewcps

Top Mentioned in G10:
@edtechnerd
@d_mulder
@wsoeldner
@johnhardison1
@_sycol
@jesiicawillson
@futureleadersct
@schoolsimprove
@johnccarver
@micahhoyt

Top Tweeters
Top Tweeters in Entire Graph:
@gagfire2015
@jurylady5
@bizitalk
@robertore62
@tech_sharer
@eraser
@juandoming
@breizh2008
@bot_innovation
@w_angels_wings

Top Tweeters in G1:
@robertore62
@rcastle06
@worldhrnet
@yennygomes1984
@elmorsa
@gitsegukladude
@jjdavalosfeunam
@dragonessnov
@mangeles_hm
@basuashis

Top Tweeters in G2:
@moniselseward
@pants_so_short
@_jenenesmith
@hellotiffi_
@justintarte
@mrp_tchr
@liannesjones
@toddwhitaker
@omahagemgirl
@tarheelwilliams

Top Tweeters in G3:
@jurylady5
@w_angels_wings
@itknowingness
@washingtonpost
@christhames29
@dajbelshaw
@elearning_utad
@qz
@tonysinanis
@jesslahey

Top Tweeters in G4:
@gagfire2015
@bot_innovation
@tunartbot
@tompinterest
@artistlr
@joel38jackson
@gamifyitnow
@rida_shah
@fansofwalker
@bigpushllc

Top Tweeters in G5:
@hulyacayir
@alicekeeler
@penaminang
@lilylauren
@freemaneric72
@herrlarbig
@jackiegerstein
@kukharenko
@edutopia
@mraspinall

Top Tweeters in G6:
@fastcompany
@shellterrell
@educatorsroom
@thomascmurray
@venspired
@shyj
@larsgh1
@jonharper70bd
@techminock
@bethhill2829

Top Tweeters in G7:
@positiveimagep
@rcastleberry12
@ormeari
@learnmath4us
@scholastic
@tougalootree
@dmrmlindsay
@abaunzalor
@divasantamonica
@michaelpetrilli

Top Tweeters in G8:
@eraser
@mzteachuh
@beingexample
@storyspirit4u
@ximoberna
@larryferlazzo
@schoolsimprove
@tomwhitby
@coolcatteacher
@kevinhoneycutt

Top Tweeters in G9:
@bizwizkevin
@frazzling
@sarabeee
@garystager
@burgessdave
@bar_zie
@joe_bower
@mrpowerscms
@melulater
@curriculumblog

Top Tweeters in G10:
@tech_sharer
@myassignmentau
@edtechexposed
@wsoeldner
@tonnet
@koivuhalko
@johnccarver
@fransisalex
@bali_maha
@sjgorman


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