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iaedchat_2017-09-13_20-40-39.xlsx
iaedchat_2017-09-13_20-40-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
iaedchat via NodeXL http://bit.ly/2vVzrks
@iadeptofed
@jillsiefken
@joprusha
@townsleyaj
@danpbutler
@jbormann3
@dlgwaea
@yanstv

Description:
Description
The graph represents a network of 413 Twitter users whose tweets in the requested range contained "iaedchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 September 2017 at 03:44 UTC.

The requested start date was Thursday, 14 September 2017 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 12-day, 2-hour, 6-minute period from Thursday, 31 August 2017 at 01:00 UTC to Tuesday, 12 September 2017 at 03:06 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 : 413
Unique Edges : 543
Edges With Duplicates : 492
Total Edges : 1035
Self-Loops : 348
Reciprocated Vertex Pair Ratio : 0.0562613430127042
Reciprocated Edge Ratio : 0.106529209621993
Connected Components : 51
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 300
Maximum Edges in a Connected Component : 882
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.20982
Graph Density : 0.00342039070029855
Modularity : 0.504872
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://www.educateiowa.gov/article/2017/09/07/iowa-department-education-director-ryan-wise-named-nasbe-policy-leader-year
[10] http://www.itec-ia.org/?page_id=104
[10] https://www.educateiowa.gov/article/2017/08/17/third-draft-iowa-s-essa-plan-released-public-review
[9] http://www.itec-ia.org/?page_id=104&utm_content=buffer2927c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.educateiowa.gov/article/2017/09/08/director-ryan-wise-reflects-state-iowa-s-education
[6] http://www.businessinsider.com/school-start-times-are-finally-getting-pushed-back-2017-8?utm_content=buffer03bcc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://dlgwaea.org/podcast?utm_content=buffer500cb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://georgecouros.ca/blog/archives/7655?utm_content=buffer826cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://r.socialstudio.radian6.com/d00a8c7a-e401-4a14-beb9-aba85c0e4386
[5] http://mytechadventure.weebly.com/blog/flexible-seating

Top URLs in Tweet in G1:
[5] https://leadingmotivatedlearners.blogspot.com/2017/09/5-practices-to-support-life-ready.html
[3] https://twitter.com/townsleyaj/status/902542677165703169
[3] https://www.danpbutler.com/single-post/2017/09/05/What-Mom-Taught-Me
[2] https://sites.google.com/site/iowaedchat/-live-archive
[1] https://twitter.com/i/web/status/903081257160114176
[1] https://twitter.com/i/web/status/901981840113885187
[1] https://twitter.com/i/web/status/907389825874980864
[1] https://sites.google.com/site/iowaedchat/archives
[1] https://www.educateiowa.gov/article/2017/08/31/director-ryan-wise-wait-what-lifes-essential-questions
[1] https://www.educateiowa.gov/article/2017/09/07/iowa-department-education-director-ryan-wise-named-nasbe-policy-leader-year

Top URLs in Tweet in G2:
[7] http://www.itec-ia.org/?page_id=104
[6] http://www.businessinsider.com/school-start-times-are-finally-getting-pushed-back-2017-8?utm_content=buffer03bcc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://georgecouros.ca/blog/archives/7655?utm_content=buffer826cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://dlgwaea.org/podcast?utm_content=buffer500cb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://www.chicagotribune.com/news/opinion/letters/ct-letters-cps-chicago-library-cut-20170908-story.html?utm_content=buffer45d00&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/DLGWAEA/status/906200561455902726
[3] https://twitter.com/abridgesmith/status/903625248804925441
[3] https://docs.google.com/forms/d/e/1FAIpQLSd2SgjszpMG5-nj1kJv9z3dEBatnpC33Nc-nS3ALsSuKJ3VFQ/viewform?usp=sf_link
[3] https://docs.google.com/forms/d/e/1FAIpQLSd-kRHXAbrpbdnVkooSq7sAvPDbY-6XTb7jxsfiBCIu-U-POg/viewform?usp=sf_link
[3] https://www.podbean.com/media/share/pb-uzh6w-721ba7

Top URLs in Tweet in G3:
[17] https://www.educateiowa.gov/article/2017/09/07/iowa-department-education-director-ryan-wise-named-nasbe-policy-leader-year
[9] https://www.educateiowa.gov/article/2017/08/17/third-draft-iowa-s-essa-plan-released-public-review
[6] https://www.educateiowa.gov/article/2017/09/08/director-ryan-wise-reflects-state-iowa-s-education
[4] https://www.educateiowa.gov/article/2017/08/31/director-ryan-wise-wait-what-lifes-essential-questions
[3] https://www.educateiowa.gov/article/2017/06/16/103-year-old-teacher-reflects-education
[2] https://www.educateiowa.gov/article/2017/06/01/director-ryan-wise-what-ive-learned-visiting-100-iowa-school-districts
[2] https://iowacore.gov/blog/keeping-iowa-core
[1] https://twitter.com/shellyleev/status/907265101023117312
[1] https://twitter.com/i/web/status/902509834192506880
[1] https://twitter.com/i/web/status/903636496930013184

Top URLs in Tweet in G4:
[2] http://www.gomaisa.org/geln-early-literacy
[1] http://www.palgrave.com/gp/social-science-matters/fisher-on-improving-literacy-rates-ila
[1] https://ww2.kqed.org/mindshift/2017/08/29/how-ending-behavior-rewards-helped-one-school-focus-on-student-motivation-and-character/
[1] https://iowacore.gov/blog/keeping-iowa-core
[1] https://twitter.com/achievethecore/status/905582403443462146
[1] http://blog.stenhouse.com/archives/2017/08/31/the-power-of-using-student-writing-as-mentor-texts/?utm_content=buffer65cda&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/906603091017043968
[1] https://twitter.com/ShelfieTalk/status/906854613567115264
[1] https://twitter.com/i/web/status/906689225688567808
[1] https://twitter.com/i/web/status/907057382806708225

Top URLs in Tweet in G5:
[3] https://ww2.kqed.org/mindshift/2017/06/14/how-do-you-know-when-a-teaching-strategy-is-most-effective-john-hattie-has-an-idea/
[2] https://ww2.kqed.org/mindshift/2016/08/19/why-teachers-say-practicing-mindfulness-is-transforming-the-work/
[2] https://tinybop.com/blog/13-books-to-spark-conversations-about-empathy
[1] https://www.podomatic.com/podcasts/iaedchat/episodes/2017-05-15T18_23_38-07_00
[1] https://twitter.com/i/web/status/905503697433657344
[1] https://twitter.com/grantwoodaea/status/905451097522921472
[1] https://twitter.com/drmaryhoward/status/905511798039859200
[1] https://katielmartin.com/2017/04/22/why-believing-in-your-students-matters/
[1] https://twitter.com/i/web/status/905170021407707136
[1] http://www.evidencebasedteaching.org.au/evidence-based-teaching-5-steps/

Top URLs in Tweet in G6:
[2] http://www.assignmenthelp.net/blog/samr-model-pedagogy-technology-examples/?platform=hootsuite
[1] https://twitter.com/gcouros/status/903074532214300672
[1] http://www.bengilpin.com/single-post/2017/08/31/Whats-Your-Rush
[1] https://twitter.com/i/web/status/904479257409323008
[1] http://matthewarend.com/2017/09/03/amplify-the-voices/?utm_content=buffer620bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/904831605902073856
[1] https://twitter.com/i/web/status/905126239374983168
[1] https://twitter.com/i/web/status/905146586686214144
[1] http://schoeningseesit.blogspot.com/2016/01/the-relationship-of-imagination-and.html?m=1
[1] http://www.desmoinesregister.com/story/news/education/2017/09/07/iowa-students-results-on-act-exam-test/637176001/

Top URLs in Tweet in G7:
[3] https://education.microsoft.com/Story/SkypeCollaboration?token=RUKaO
[2] http://coffeeforthebrain.com/?p=7450
[2] https://www.smore.com/da1rj
[2] http://qctimes.com/entertainment/arts-and-theatre/steam-labs-and-art-gallery-to-share-space-in-bettendorf/article_929bcfbe-b2e0-5037-b9a1-3e6911205a97.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://twitter.com/abridgesmith/status/903625248804925441
[1] http://coffeeforthebrain.com/googlehelp/
[1] http://coffeeforthebrain.com/?p=7439
[1] http://coffeeforthebrain.com/revolution-debate-is-revolution-justified/
[1] https://twitter.com/i/web/status/903558562521153536
[1] http://www.itec-ia.org/?page_id=104

Top URLs in Tweet in G8:
[5] https://www.teachingchannel.org/videos/formative-assessment-high-school-math-sbac
[1] http://dlgwaea.org/podcast?utm_content=buffer500cb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/904433428942266368
[1] https://twitter.com/i/web/status/904143435476688896
[1] https://twitter.com/i/web/status/904511822929297408
[1] https://twitter.com/mswood33/status/903795691318796288
[1] https://twitter.com/i/web/status/904728731008294913
[1] https://twitter.com/i/web/status/904794389423194113
[1] https://twitter.com/ExploreMTBoS/status/904792181306621952
[1] https://twitter.com/i/web/status/904854653757775872

Top URLs in Tweet in G9:
[8] http://www.itec-ia.org/?page_id=104&utm_content=buffer2927c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.educateiowa.gov/article/2017/08/30/want-free-water-bottle-filling-station
[1] http://www.itec-ia.org/?page_id=104
[1] https://twitter.com/i/web/status/905122981873160193
[1] https://twitter.com/i/web/status/905044029523550208
[1] https://twitter.com/i/web/status/903308907619090432
[1] https://www.youtube.com/watch?v=QTX0Quhnin4

Top URLs in Tweet in G10:
[5] http://r.socialstudio.radian6.com/d00a8c7a-e401-4a14-beb9-aba85c0e4386
[2] http://r.socialstudio.radian6.com/d38a3dbf-c97c-4c4a-8af6-83ba9ff82711
[1] https://twitter.com/i/web/status/905819223859105799
[1] https://twitter.com/i/web/status/904743379283664896

Top Domains
Top Domains in Tweet in Entire Graph:
[154] twitter.com
[51] educateiowa.gov
[20] blogspot.com
[19] itec-ia.org
[15] dlgwaea.org
[13] google.com
[11] kqed.org
[9] desmoinesregister.com
[9] radian6.com
[8] podomatic.com

Top Domains in Tweet in G1:
[39] twitter.com
[5] blogspot.com
[3] google.com
[3] danpbutler.com
[2] educateiowa.gov
[1] itec-ia.org
[1] paper.li
[1] connectedprincipals.com
[1] podomatic.com
[1] jillianschulte.com

Top Domains in Tweet in G2:
[25] twitter.com
[14] dlgwaea.org
[8] itec-ia.org
[6] businessinsider.com
[6] google.com
[6] georgecouros.ca
[4] chicagotribune.com
[3] kqed.org
[3] podbean.com
[3] classtechtips.com

Top Domains in Tweet in G3:
[44] educateiowa.gov
[14] twitter.com
[3] iowacore.gov
[2] radian6.com
[2] pinterest.com
[1] kqed.org
[1] paper.li
[1] wordpress.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] gomaisa.org
[1] palgrave.com
[1] kqed.org
[1] iowacore.gov
[1] stenhouse.com
[1] educateiowa.gov

Top Domains in Tweet in G5:
[9] twitter.com
[6] kqed.org
[2] tinybop.com
[2] blogspot.com
[1] podomatic.com
[1] katielmartin.com
[1] org.au
[1] inc.com
[1] edweek.org
[1] educateiowa.gov

Top Domains in Tweet in G6:
[11] twitter.com
[5] blogspot.com
[2] assignmenthelp.net
[2] desmoinesregister.com
[1] bengilpin.com
[1] matthewarend.com
[1] wordpress.com
[1] techchef4u.com
[1] edulastic.com

Top Domains in Tweet in G7:
[9] twitter.com
[7] coffeeforthebrain.com
[3] microsoft.com
[3] smore.com
[2] qctimes.com
[1] itec-ia.org

Top Domains in Tweet in G8:
[10] twitter.com
[5] teachingchannel.org
[1] dlgwaea.org

Top Domains in Tweet in G9:
[9] itec-ia.org
[3] twitter.com
[2] educateiowa.gov
[1] youtube.com

Top Domains in Tweet in G10:
[7] radian6.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[671] iaedchat
[113] edchat
[77] it_uni17
[66] iaedfuture
[52] iatlc
[49] plaea
[37] iowamath
[36] edtech
[36] mathchat
[33] itecia



Top Hashtags in Tweet in G1:
[272] iaedchat
[69] it_uni17
[14] makerdads
[6] edchat
[6] heights4kids
[5] piachat
[4] memspachat
[3] determined
[3] leadership
[3] orangefrog

Top Hashtags in Tweet in G2:
[52] iaedchat
[34] edtech
[21] itecia
[15] edchat
[9] edtechchat
[8] iste2018
[6] i11i
[6] gwaea
[4] tlchat
[4] iowatl

Top Hashtags in Tweet in G3:
[64] iaedchat
[34] iaedfuture
[31] iatlc
[16] futurereadyia
[10] iaessa
[7] essa
[3] gpaea
[2] iowacore
[2] wmucsd
[1] eachandeverychild

Top Hashtags in Tweet in G4:
[43] iaedchat
[42] plaea
[38] edchat
[4] edugladiators
[3] prinleaderchat
[2] mnwcougars
[2] dadsasprincipals
[2] twainpride
[2] daca
[1] thisiswhy

Top Hashtags in Tweet in G5:
[38] iaedchat
[17] gwaea
[16] iatlc
[16] bentoncsd
[3] ascdl2l
[1] edchat
[1] it_uni17
[1] g2great
[1] growthmindset
[1] bctlt

Top Hashtags in Tweet in G6:
[41] iaedchat
[7] txeduchat
[6] it_uni17
[3] mnlead
[3] oklaed
[2] hsgovchat
[2] moedchat
[2] tnedchat
[2] arkedchat
[2] nebedchat

Top Hashtags in Tweet in G7:
[34] iaedchat
[13] makered
[8] makerspace
[7] stemed
[5] pblchat
[4] lego
[4] legowall
[4] scichat
[4] sschat
[3] steam

Top Hashtags in Tweet in G8:
[39] iaedchat
[37] iowamath
[36] mathchat
[30] edchat
[28] math
[22] mtbos
[16] mathed
[10] iteachmath
[9] nctm
[8] stem

Top Hashtags in Tweet in G9:
[13] iaedchat
[9] itecia
[2] iaedfuture
[2] cs4iowa
[2] cs4all
[1] plaea
[1] kidsdeserveit

Top Hashtags in Tweet in G10:
[20] iaedfuture
[16] iaedchat
[1] iatlc

Top Words
Top Words in Tweet in Entire Graph:
[679] Words in Sentiment List#1: Positive
[125] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11731] Non-categorized Words
[12535] Total Words
[674] iaedchat
[113] edchat
[78] it_uni17
[75] lead
[66] iaedfuture

Top Words in Tweet in G1:
[274] iaedchat
[70] it_uni17
[64] lead
[40] learners
[36] ll
[31] learning
[29] others
[27] danpbutler
[24] a1
[24] learner

Top Words in Tweet in G2:
[52] iaedchat
[47] edtech
[21] itecia
[19] dlgwaea
[19] jonathanwylie
[18] podcast
[15] edchat
[14] out
[13] take
[13] 9

Top Words in Tweet in G3:
[64] iaedchat
[46] iadeptofed
[34] iaedfuture
[32] ryanmwise
[31] iatlc
[17] well
[17] deserved
[17] national
[17] honor
[17] dir

Top Words in Tweet in G4:
[43] iaedchat
[42] plaea
[38] edchat
[32] jillsiefken
[17] writing
[17] best
[16] recommendations
[16] teaching
[16] practice
[16] bringing

Top Words in Tweet in G5:
[38] iaedchat
[21] bentoncsd
[17] gwaea
[16] iatlc
[11] iowaascd
[9] joprusha
[7] 4
[7] mikemeechin
[6] 2
[6] sai_iowa

Top Words in Tweet in G6:
[42] iaedchat
[7] txeduchat
[7] others
[6] students
[6] it_uni17
[5] a3
[5] ll
[4] a2
[3] mnlead
[3] model

Top Words in Tweet in G7:
[34] iaedchat
[13] makered
[10] iowastem
[9] lego
[8] coffeechugbooks
[8] makerspace
[7] stemed
[5] better
[5] lego_education
[5] pblchat

Top Words in Tweet in G8:
[39] iaedchat
[37] iowamath
[36] mathchat
[31] math
[30] edchat
[26] aprilpfortsiowa
[22] mtbos
[16] ia
[16] mathed
[14] happy

Top Words in Tweet in G9:
[13] iaedchat
[9] itecia
[9] award
[9] nominate
[9] educator
[8] season
[8] administrator
[8] technology
[8] leader
[7] itec_ia

Top Words in Tweet in G10:
[20] iaedfuture
[16] iaedchat
[16] iowasea
[7] third
[7] draft
[7] iowa's
[7] essa
[7] plan
[7] live
[7] feedback

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[52] edchat,iaedchat
[49] iaedchat,edchat
[42] iaedchat,iaedfuture
[38] iaedchat,it_uni17
[37] plaea,edchat
[36] mathchat,iaedchat
[35] lead,learners
[35] it_uni17,iaedchat
[29] lead,learner
[28] iowamath,math

Top Word Pairs in Tweet in G1:
[37] iaedchat,it_uni17
[31] lead,learners
[29] it_uni17,iaedchat
[24] lead,learner
[13] learners,building
[10] life,ready
[9] join,iaedchat
[9] iaedchat,sunday
[9] sunday,september
[9] september,10

Top Word Pairs in Tweet in G2:
[13] edtech,take
[13] take,out
[11] itecia,award
[10] forget,nominate
[10] nominate,favorite
[10] favorite,educator
[10] educator,itecia
[10] award,nominations
[10] nominations,close
[10] close,9

Top Word Pairs in Tweet in G3:
[30] iaedchat,iaedfuture
[21] iaedfuture,iatlc
[17] well,deserved
[17] deserved,national
[17] national,honor
[17] honor,dir
[17] dir,ryanmwise
[17] ryanmwise,iaedchat
[16] iadeptofed,well
[16] iatlc,futurereadyia

Top Word Pairs in Tweet in G4:
[35] plaea,edchat
[34] edchat,iaedchat
[16] recommendations,teaching
[16] teaching,writing
[16] writing,best
[16] best,practice
[16] practice,bringing
[16] bringing,standards
[16] standards,2
[16] 2,life

Top Word Pairs in Tweet in G5:
[9] bentoncsd,iaedchat
[9] iaedchat,iatlc
[6] gwaea,bentoncsd
[5] iowaascd,sai_iowa
[4] iatlc,iowaascd
[4] iatlc,gwaea
[4] iaedchat,bentoncsd
[3] u,know
[3] know,teaching
[3] teaching,strategy

Top Word Pairs in Tweet in G6:
[6] it_uni17,iaedchat
[5] iaedchat,txeduchat
[3] excellence,iaedchat
[2] samr,model
[2] model,effective
[2] effective,technology
[2] technology,integration
[2] integration,classrooms
[2] classrooms,hsgovchat
[2] hsgovchat,iaedchat

Top Word Pairs in Tweet in G7:
[8] makered,makerspace
[5] iaedchat,pblchat
[5] iaedchat,iowastem
[4] lego,wall
[4] wall,design
[4] design,better
[4] better,lego
[4] lego,legowall
[4] legowall,makered
[4] makerspace,lego_education

Top Word Pairs in Tweet in G8:
[36] mathchat,iaedchat
[29] iaedchat,edchat
[28] iowamath,math
[28] math,mathchat
[14] happy,ia
[14] ia,teacher
[14] teacher,quote
[14] quote,illustratemath
[14] illustratemath,openupresources
[14] openupresources,iowamath

Top Word Pairs in Tweet in G9:
[9] itecia,award
[8] award,season
[8] season,nominate
[8] nominate,educator
[8] educator,administrator
[8] administrator,technology
[8] technology,leader
[8] leader,iaedchat
[7] itec_ia,itecia
[2] iaedchat,iaedfuture

Top Word Pairs in Tweet in G10:
[15] iaedfuture,iaedchat
[11] iowasea,iaedfuture
[7] third,draft
[7] draft,iowa's
[7] iowa's,essa
[7] essa,plan
[7] plan,live
[7] live,feedback
[7] feedback,online
[7] online,survey

Top Replied-To
Top Replied-To in Entire Graph:
@danpbutler
@erinhoffman26
@duffysclassroom
@jillianschulte
@keystoneaea
@aj2kuni
@winslow4thgrade
@nkleinmeyer
@porktornadoes

Top Replied-To in G1:
@danpbutler
@erinhoffman26
@jillianschulte
@duffysclassroom
@aj2kuni
@winslow4thgrade
@alexolson54
@dasheffield23
@meloteach

Top Replied-To in G2:
@jbormann3
@llennon

Top Replied-To in G5:
@tguskey
@gdstilwell

Top Replied-To in G7:
@nkleinmeyer

Top Mentioned
Top Mentioned in Entire Graph:
@iadeptofed
@ryanmwise
@jillsiefken
@aprilpfortsiowa
@danpbutler
@dlgwaea
@jonathanwylie
@iowasea
@smokeylit
@jbormann3

Top Mentioned in G1:
@danpbutler
@townsleyaj
@joe_mazza
@tonysinanis
@jillianschulte
@winslow4thgrade
@feightb
@aj2kuni
@iadeptofed
@ryanmwise

Top Mentioned in G2:
@dlgwaea
@jonathanwylie
@jbormann3
@sbehmer
@bieberjessical
@classtechtips
@mikemeechin
@burgessdave
@sejhlibrary
@spheroedu

Top Mentioned in G3:
@iadeptofed
@ryanmwise
@nasbe
@shellyleev
@heartlandaea
@iowasea
@gpaea
@iowa_aea
@joprusha
@jillsiefken

Top Mentioned in G4:
@jillsiefken
@smokeylit
@iadeptofed
@aaron_hogan
@edugladiators
@dadsasprincipal
@dfishersdsu
@twaintigers
@heidylafleur

Top Mentioned in G5:
@iowaascd
@joprusha
@mikemeechin
@sai_iowa
@spfiffner
@bentoncsd
@petermdewitt
@scollins0723
@erikkavosmek
@tinybop

Top Mentioned in G7:
@iowastem
@coffeechugbooks
@lego_education
@lego
@212steamlabs
@coolcatteacher
@microsoftedu
@qctimes
@sbehmer
@mres

Top Mentioned in G8:
@aprilpfortsiowa
@illustratemath
@openupresources
@mikhayla_meek
@lorascollege
@jillsiefken
@smokeylit
@dlgwaea
@jbormann3

Top Mentioned in G9:
@itec_ia
@iadeptofed
@las_iastate
@chs_iastate
@isu_coe
@jasonnobledmr
@iahealthyschool
@jbormann3
@lprallek

Top Mentioned in G10:
@iowasea
@iadeptofed

Top Tweeters
Top Tweeters in Entire Graph:
@edgametec
@lltwing
@innovation_rtw
@wagjuer
@techninjatodd
@gcouros
@qctimes
@burgessdave
@coolcatteacher
@dmregister

Top Tweeters in G1:
@tonysinanis
@joe_mazza
@classdojo
@jo
@danpbutler
@mikelubelfeld
@yankee_todd
@mrdomagalski
@randallsampson
@drteaguerz

Top Tweeters in G2:
@wagjuer
@burgessdave
@ednaks
@classtechtips
@edtechspec
@coachingcool
@eolsonteacher
@meairy
@jonathanwylie
@jbormann3

Top Tweeters in G3:
@dreamforacause
@cahuggins
@kylemunson
@scottywhattaway
@rayfeuss
@heartlandaea
@nasbe
@iadeptofed
@gpaea
@iowa_aea

Top Tweeters in G4:
@aaron_hogan
@jprofnb
@mgrosstaylor
@mrarmstrong
@julie_neveln
@alyssamcalhoun
@amyjorudd
@mbkudrna
@annaanderson28
@jillsiefken

Top Tweeters in G5:
@innovation_rtw
@ascd
@petermdewitt
@limbert65
@d_mulder
@billmurphyjr
@iowaascd
@gzittergruen
@katiemartinedu
@tinybop

Top Tweeters in G6:
@militarycon_
@techchef4u
@matthew_arend
@assignmenthelpn
@teachfromhere
@johnwink90
@benjamingilpin
@dschoening
@metcedplus
@zeitz

Top Tweeters in G7:
@qctimes
@coolcatteacher
@johnccarver
@lego_group
@coffeechugbooks
@donwettrick
@microsoftedu
@noahkagan
@archi__pi
@msalang

Top Tweeters in G8:
@edgametec
@mathbot_
@yanstv
@duitforward
@karenvaites
@lorascollege
@aprilpfortsiowa
@msreidreads
@iteachmathall
@larrysingeredu

Top Tweeters in G9:
@jasonnobledmr
@lprallek
@gdahlby
@isu_coe
@principalfritz
@chs_iastate
@mangeroth
@ashleye97585235
@wakemanjoe
@las_iastate

Top Tweeters in G10:
@lltwing
@turnagejohn
@mzeka1963
@iowasea
@jdcuu
@seschaefer67
@j_young61
@ladyredgolf
@maureenlonsdale
@iseahawkeyeuu