edchat, Twitter, 8/29/2022 6:05:22 PM, 280945


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edchat_2022-08-29_03-30-01.xlsx
edchat_2022-08-29_03-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 29, 2022
Short Description:
edchat via NodeXL https://bit.ly/3AV5812
@tcea
@educationbnb
@jc_james_clark
@scalarhumanity
@leeannjung
@erik_youngman
@elmagazine
@markj_ohnson
@rdene915
@mtholfsen

Top hashtags:
#edchat
#edtech
#education
#learning
#edutwitter
#teachertwitter
#k12
#teaching

Description:
Description
The graph represents a network of 5,099 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, 29 August 2022 at 10:39 UTC.

The requested start date was Monday, 29 August 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 6-day, 8-hour, 15-minute period from Monday, 22 August 2022 at 15:44 UTC to Monday, 29 August 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 : 5099
Unique Edges : 3114
Edges With Duplicates : 11815
Total Edges : 14929
Number of Edge Types : 5
Tweet : 1955
Retweet : 4662
MentionsInRetweet : 6026
Mentions : 2140
Replies to : 146
Self-Loops : 2072
Reciprocated Vertex Pair Ratio : 0.0367948912878212
Reciprocated Edge Ratio : 0.070978149288752
Connected Components : 508
Single-Vertex Connected Components : 250
Maximum Vertices in a Connected Component : 3882
Maximum Edges in a Connected Component : 12763
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.686598
Graph Density : 0.000262322684060775
Modularity : 0.41261
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,099 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, 29 August 2022 at 10:39 UTC.

The requested start date was Monday, 29 August 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 6-day, 8-hour, 15-minute period from Monday, 22 August 2022 at 15:44 UTC to Monday, 29 August 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:
[135] https://elabuffet.com/2016/05/30/10-effective-tips-for-effortless/
[129] https://minds-in-bloom.com/10-questioning-strategies-to/
[110] https://continuallylearning.com/15-of-the-best-brain-breaks/
[98] https://shaelynnfarnsworth.com/2017/07/05/10-instructional-strategies-for-the-differentiated-classroom/
[65] 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
[58] https://oodlu.org/
[39] https://blog.tcea.org/instructional-coaching-questions/
[35] https://www.teachthought.com/pedagogy/questions-students-can-use-guide-inquiry-based-learning/
[35] https://www.teachthought.com/pedagogy/alternatives-lecturing/
[30] https://youtu.be/Z0af5FBNjps

Top URLs in Tweet in G1:
[114] https://elabuffet.com/2016/05/30/10-effective-tips-for-effortless/
[107] https://minds-in-bloom.com/10-questioning-strategies-to/
[90] https://shaelynnfarnsworth.com/2017/07/05/10-instructional-strategies-for-the-differentiated-classroom/
[89] https://continuallylearning.com/15-of-the-best-brain-breaks/
[35] https://www.teachthought.com/pedagogy/alternatives-lecturing/
[31] https://blog.tcea.org/instructional-coaching-questions/
[28] https://www.teachthought.com/pedagogy/questions-students-can-use-guide-inquiry-based-learning/
[27] https://youtu.be/Z0af5FBNjps
[16] https://m.busyteacher.org/11955-poster-7-new-ideas-for-teaching-esl.html
[6] https://www.understood.org/en/articles/what-is-executive-function

Top URLs in Tweet in G2:
[14] https://techcoachjuarez.blogspot.com/2022/08/help-curb-plagiarism-by-disabling-copy.html
[12] 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
[12] http://brenhamtechdaily.blogspot.com/2022/08/start-your-year-off-with-student.html
[11] https://importedfun.com/
[10] https://www.techlearning.com/how-to/what-is-blooket-and-how-does-it-work-tips-and-tricks?utm_campaign=socialflow&utm_content=tech-learning&utm_medium=social&utm_source=twitter.com
[9] https://blog.buncee.com/back-to-school-cultivating-a-culture-of-curiosity/
[9] https://www.techlearning.com/how-to/best-practices-for-interactive-displays-in-the-classroom?utm_content=tech-learning&utm_source=twitter.com&utm_campaign=socialflow&utm_medium=social
[8] https://www.youtube.com/watch?v=EdXtus5i3AU

[8] https://www.amazon.com/kindle-dbs/entity/author/B01N1WWDQA?_encoding=UTF8&node=283155&offset=0&pageSize=12&searchAlias=stripbooks&sort=author-sidecar-rank&page=1&langFilter=default#formatSelectorHeader
[7] https://www.techlearning.com/news/best-sites-for-genius-hourpassion-projects?utm_source=twitter.com&utm_content=tech-learning&utm_campaign=socialflow&utm_medium=social

Top URLs in Tweet in G3:
[6] https://tweetedtimes.com/JodiMos
[4] https://www.mrrobertsonscorner.com
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3842_41_scarecrow_writing_prompts._fun_ideas_write_about.htm
[3] https://teacheridea.com/digest/ideas_3501_to_4000/teacheridea_3841_chants_writing_support_routines_conventions.htm
[3] https://www.dc-canada.ca/best-reading-phonics/
[3] https://www.griffinot.com/sensory-processing-disorder-training/
[2] https://www.youtube.com/watch?v=2I2GwbUFWtk&feature=youtu.be

[2] http://community.bic.com
[2] https://www.edutopia.org/article/10-tips-motivating-reluctant-elementary-and-middle-school-writers
[2] https://white-coat.org/

Top URLs in Tweet in G4:
[1] https://www.branchingminds.com/blog/how-mtss-utilizes-universal-screeners-to-tier-equitably?utm_campaign=BTS%20Campaign%202022&utm_content=218946919&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://www.branchingminds.com/blog/efficient-mtss-teams-mtss-meetings?utm_content=218636941&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://www.branchingminds.com/blog/how-to-avoid-potential-pitfalls-of-mtss-implementations?utm_content=218902085&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://www.branchingminds.com/mtss-summit-2022?utm_campaign=Summit%202022&utm_content=218945137&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://www.branchingminds.com/blog/how-to-build-mtss-efficiency-school-district?utm_content=219075175&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://www.branchingminds.com/blog/how-to-promote-mtss-data-literacy-in-your-district?utm_content=219073811&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://www.branchingminds.com/blog/how-to-establish-supportive-successful-mtss-culture?utm_campaign=BTS%20Campaign%202022&utm_content=219219979&utm_medium=social&utm_source=twitter&hss_channel=tw-1270888640
[1] https://continuallylearning.com/15-of-the-best-brain-breaks/
[1] https://minds-in-bloom.com/10-questioning-strategies-to/
[1] https://shaelynnfarnsworth.com/2017/07/05/10-instructional-strategies-for-the-differentiated-classroom/

Top URLs in Tweet in G5:
[13] https://www.duoinspirations.com/tutoring-and-education-coaching.html
[8] https://sharemylesson.com/join
[7] https://www.duoinspirations.com/elementary-grades-resources.html
[7] https://www.duoinspirations.com/education.html
[7] https://payhip.com/b/Bneyi
[7] https://www.duoinspirations.com/math-resources.html
[7] https://www.duoinspirations.com/language-arts-resources.html
[7] https://payhip.com/DUOInspirations
[7] https://www.duoinspirations.com/organizational-resources.html
[6] https://payhip.com/b/bJWBv

Top URLs in Tweet in G6:
[3] https://continuallylearning.com/15-of-the-best-brain-breaks/
[3] https://elabuffet.com/2016/05/30/10-effective-tips-for-effortless/
[2] https://makemathmoments.com/episode195/
[1] https://www.ascd.org/blogs/why-surveys-are-a-key-school-leadership-tool
[1] https://www.ascd.org/el/articles/lets-put-time-on-new-teachers-side
[1] https://www.ascd.org/el/articles/essential-strategies-for-inclusive-teaching
[1] https://www.ascd.org/blogs/six-questions-to-ask-your-students-on-day-one
[1] https://makemathmoment.com/episode52
[1] https://learn.makemathmoments.com/task/covering-ground/
[1] https://makemathmoments.com/episode180/

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/pulse/dear-high-needs-schools-impactttl/?trackingId=UaHmmvyTJVobGMEh5%2FfxBQ%3D%3D
[2] https://www.linkedin.com/pulse/dear-high-needs-schools-impactttl/?trackingId=nCwPtaeiQfgPoJnzTJljEQ%3D%3D
[2] https://continuallylearning.com/15-of-the-best-brain-breaks/
[2] https://littlebinsforlittlehands.com/stem-resources-guide-understanding-stem/?epik=dj0yJnU9SlBfeDNmX1FrYjVVSE9xS1RxcGo4RXQ0SU4xR0dQTDEmcD0wJm49WXlOLUw5WHdhaHctY0M0eHJoZ1JlQSZ0PUFBQUFBR01IVnFv
[1] https://podcasts.apple.com/us/podcast/unlocking-unlimited-potential-stories/id1555205146?i=1000576924039
[1] https://podcasts.apple.com/us/podcast/unlocking-unlimited-potential-stories/id1555205146
[1] https://podcasts.apple.com/us/podcast/how-this-12-year-old-built-and-sold-his-first-business/id383084001?i=1000571306159
[1] https://facingtoday.facinghistory.org/5-teacher-resources-for-hispanic-american-heritage-month
[1] https://www.middleweb.com/47564/new-to-stem-teaching-five-things-to-do-now/
[1] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&osid=1&continue=https://docs.google.com/presentation/d/1-HOxC0gx8ULb5md9uiLCddDNGwLdNEkgrlA52vwCVgo/template/preview&followup=https://docs.google.com/presentation/d/1-HOxC0gx8ULb5md9uiLCddDNGwLdNEkgrlA52vwCVgo/template/preview<mpl=slides

Top URLs in Tweet in G8:
[10] https://www.tiktok.com/@mtholfsen/video/7135944385333742894?_t=8V8hasBe4vS&_r=1
[2] https://blog.tcea.org/instructional-coaching-questions/
[1] https://www.youtube.com/watch?v=piMd8RY0tPI&list=PLdHjJccRYryPKeATXM_9AHxmS0txwJew3&index=2

[1] https://www.youtube.com/watch?v=L6N8r3_Le2U&list=PLdHjJccRYryPKeATXM_9AHxmS0txwJew3&index=1

[1] https://edusupport.microsoft.com/support
[1] https://clouddesignbox.co.uk/late-turn-in-notifications-for-your-assignments-in-microsoft-teams/
[1] https://clouddesignbox.co.uk/cdb-portal-updates-august-2022/
[1] https://www.youtube.com/watch?v=DAzxViJWBVA

[1] https://twitter.com/nearpod/status/1562600649841610752

Top URLs in Tweet in G9:
[7] https://www.thinkplandochicago.org/
[2] https://twitter.com/tomwhitby/status/1562216524265361408
[2] https://www.theverge.com/2022/8/23/23318067/cleveland-state-university-online-proctoring-decision-room-scan?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.bamradionetwork.com/track/how-sel-confusion-impacts-student-learning-what-every-educator-needs-to-know-about-this-new-and-growing-trend/
[2] https://faigemeller.wordpress.com/2018/09/30/preventive-care-sketch-out/
[2] http://ww2.kqed.org/mindshift/2014/10/27/whats-going-on-inside-the-brain-of-a-curious-child/
[1] https://www.bamradionetwork.com/track/learning-first-reviewing-our-ed-tech-priorities-as-we-head-back-to-school/
[1] https://www.bamradionetwork.com/track/helping-our-students-deal-with-big-emotions-and-overwhelming-situations-what-works-what-doesnt/
[1] https://www.bamradionetwork.com/track/first-things-first-setting-priorities-in-the-first-few-weeks-of-school-27-tips-for-first-year-teachers/
[1] https://www.bamradionetwork.com/track/second-thoughts-on-the-teacher-shortage-real-imagined-or-nothing-new/

Top URLs in Tweet in G10:
[5] https://vanmeterlibraryvoice.blogspot.com/2022/08/celebrate-who-you-are-with-todd-parr-on.html
[3] https://www.retroreport.org/education/library/
[3] https://us06web.zoom.us/meeting/register/tZMrf-2rpzgqHtC2ptdJndlmU5tJLRi_R7Nm
[2] https://minds-in-bloom.com/10-questioning-strategies-to/
[2] https://techdiva29.wordpress.com/2022/08/28/happy-new-year-back-to-school-part-three/
[2] https://www.tfaforms.com/4829655
[2] https://www.middleweb.com/47605/questioning-discussion-and-student-feedback/
[1] https://continuallylearning.com/15-of-the-best-brain-breaks/
[1] https://shaelynnfarnsworth.com/2017/07/05/10-instructional-strategies-for-the-differentiated-classroom/
[1] https://www.educationnext.org/take-away-their-cellphones-rewire-schools-belonging-achievement/

Top Domains
Top Domains in Tweet in Entire Graph:
[243] twitter.com
[159] blogspot.com
[135] elabuffet.com
[129] minds-in-bloom.com
[122] youtube.com
[110] continuallylearning.com
[110] oodlu.org
[107] amazon.com
[99] shaelynnfarnsworth.com
[75] teachthought.com

Top Domains in Tweet in G1:
[114] elabuffet.com
[107] minds-in-bloom.com
[91] shaelynnfarnsworth.com
[89] continuallylearning.com
[64] teachthought.com
[39] tcea.org
[28] youtu.be
[16] busyteacher.org
[7] mashupmath.com
[6] blogspot.com

Top Domains in Tweet in G2:
[58] techlearning.com
[57] blogspot.com
[54] twitter.com
[45] youtube.com
[45] internet4classrooms.com
[30] edutopia.org
[25] amazon.com
[24] scoop.it
[23] edtechreview.in
[22] iblocks.com

Top Domains in Tweet in G3:
[43] twitter.com
[18] mradampe.com
[10] edutopia.org
[9] hmhco.com
[8] youtube.com
[8] blogspot.com
[7] co.uk
[6] teacheridea.com
[6] griffinot.com
[6] tweetedtimes.com

Top Domains in Tweet in G4:
[7] branchingminds.com
[1] continuallylearning.com
[1] minds-in-bloom.com
[1] shaelynnfarnsworth.com

Top Domains in Tweet in G5:
[66] payhip.com
[59] duoinspirations.com
[44] sharemylesson.com
[11] youtube.com
[8] chalkbeat.org
[7] twitter.com
[6] apple.com
[5] pinterest.com
[5] google.com
[4] videolibrarian.com

Top Domains in Tweet in G6:
[4] ascd.org
[4] makemathmoments.com
[3] continuallylearning.com
[3] elabuffet.com
[1] makemathmoment.com
[1] tcea.org
[1] shaelynnfarnsworth.com
[1] christenseninstitute.org
[1] whoyouknow.org

Top Domains in Tweet in G7:
[4] twitter.com
[4] linkedin.com
[3] apple.com
[3] insightadvance.com
[2] google.com
[2] continuallylearning.com
[2] littlebinsforlittlehands.com
[1] facinghistory.org
[1] middleweb.com
[1] minds-in-bloom.com

Top Domains in Tweet in G8:
[10] tiktok.com
[3] youtube.com
[2] co.uk
[2] tcea.org
[1] microsoft.com
[1] twitter.com

Top Domains in Tweet in G9:
[21] twitter.com
[9] bamradionetwork.com
[7] thinkplandochicago.org
[5] vai.org
[5] blueappleteacher.org
[4] kqed.org
[2] theverge.com
[2] wordpress.com
[1] apple.news
[1] edutopia.org

Top Domains in Tweet in G10:
[9] blogspot.com
[7] twitter.com
[7] retroreport.org
[3] wordpress.com
[3] zoom.us
[3] middleweb.com
[2] minds-in-bloom.com
[2] educationnext.org
[2] tfaforms.com
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4662] edchat
[897] edtech
[871] education
[818] learning
[686] edutwitter
[499] teachertwitter
[430] k12
[357] teaching
[303] teachers
[287] backtoschool



Top Hashtags in Tweet in G1:
[710] edchat
[505] learning
[255] edutwitter
[158] teachertwitter
[147] educoach
[118] teacherlife
[75] teaching
[53] k12
[46] sundaymorning
[46] skillbuilding

Top Hashtags in Tweet in G2:
[1107] edchat
[463] edtech
[307] education
[192] k12
[135] teachertwitter
[132] backtoschool
[111] learning
[110] edutwitter
[102] teaching
[101] stem

Top Hashtags in Tweet in G3:
[373] edchat
[66] education
[39] edtech
[28] edutwitter
[25] learning
[25] physed
[22] teaching
[20] k12
[19] teachertwitter
[18] mradampe

Top Hashtags in Tweet in G4:
[57] edchat
[43] leadinclusion
[28] globalsped
[18] edutwitter
[16] kyadmin
[14] sltchat
[14] ukedchat
[13] qotd
[11] principal
[11] mtss

Top Hashtags in Tweet in G5:
[249] edchat
[145] education
[114] duoinspirations
[98] vted
[70] homeschooling
[68] resources
[68] printables
[67] educational
[59] curriculum
[58] teacher

Top Hashtags in Tweet in G6:
[22] edchat
[7] mtbos
[7] iteachmath
[6] edutwitter
[5] learning
[4] mathchat
[4] educoach
[3] teachertwitter
[3] teacherlife
[2] pbl

Top Hashtags in Tweet in G7:
[110] edchat
[26] learning
[23] k12
[20] edutwitter
[19] suptchat
[17] teachertwitter
[17] buildhopeedu
[16] edleadership
[15] joyfulleaders
[14] leadlap

Top Hashtags in Tweet in G8:
[91] microsoftteams
[42] edchat
[35] microsoftedu
[27] nearpodchat
[21] edutwitter
[17] edtech
[14] mieexpert
[2] highered
[2] educoach
[1] ncedchat

Top Hashtags in Tweet in G9:
[182] edchat
[8] edreform
[7] pbl
[6] teaching
[6] quoteoftheday
[5] wednesdaythought
[5] 2pencilchat
[4] teachersoftwitter
[3] education
[3] teachers

Top Hashtags in Tweet in G10:
[62] edchat
[21] futurereadylibs
[18] tlchat
[14] teachertwitter
[10] teachers
[10] namle
[10] levelup
[7] edtech
[7] sschat
[6] istelib

Top Words
Top Words in Tweet in Entire Graph:
[4662] #edchat
[1391] students
[991] tcea
[901] #edtech
[871] #education
[818] #learning
[808] school
[695] teachers
[686] #edutwitter
[532] need

Top Words in Tweet in G1:
[828] tcea
[710] #edchat
[505] #learning
[255] #edutwitter
[254] students
[221] questioning
[174] strategies
[158] #teachertwitter
[147] #educoach
[134] forget

Top Words in Tweet in G2:
[1107] #edchat
[467] #edtech
[307] #education
[237] school
[203] students
[192] #k12
[161] more
[137] learn
[135] #teachertwitter
[132] #backtoschool

Top Words in Tweet in G3:
[373] #edchat
[66] #education
[64] school
[51] more
[50] students
[48] year
[39] #edtech
[37] learning
[31] teachers
[29] learn

Top Words in Tweet in G4:
[209] students
[197] special
[195] leeannjung
[149] belong
[146] education
[90] intervention
[66] man
[64] need
[64] more
[63] let's

Top Words in Tweet in G5:
[249] #edchat
[145] #education
[143] friends
[142] hi
[114] #duoinspirations
[99] duo
[98] #vted
[96] sharemylesson
[93] inspirations
[70] #homeschooling

Top Words in Tweet in G6:
[146] students
[142] teachers
[131] elmagazine
[125] warm
[125] demanders
[125] empathetic
[125] caring
[125] hold
[125] accountable
[125] maintain

Top Words in Tweet in G7:
[110] #edchat
[75] great
[47] leaders
[44] teacher2teacher
[43] wadestanford
[30] people
[27] join
[26] #learning
[26] know
[24] ss

Top Words in Tweet in G8:
[154] home
[115] mtholfsen
[91] #microsoftteams
[80] class
[78] tutorial
[78] video
[78] showing
[78] shows
[77] configurable
[77] existing

Top Words in Tweet in G9:
[182] #edchat
[72] teachers
[43] sub
[34] subs
[33] sgthomas1973
[33] substitute
[32] students
[31] school
[30] shiftparadigm
[28] teacher

Top Words in Tweet in G10:
[62] #edchat
[21] school
[21] #futurereadylibs
[18] media
[18] #tlchat
[17] videos
[16] literacy
[16] free
[15] join
[15] one

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[336] #edchat,#edutwitter
[312] #edchat,#learning
[306] #edchat,#edtech
[247] #edtech,#edchat
[209] #education,#edchat
[158] #edchat,#k12
[148] hi,friends
[147] #edchat,#education
[145] forget,teachergoals
[145] teachergoals,#edchat

Top Word Pairs in Tweet in G1:
[258] #edchat,#learning
[134] forget,teachergoals
[134] teachergoals,#edchat
[133] tcea,forget
[127] #edchat,#edutwitter
[114] successfully,questioning
[114] questioning,students
[114] students,ela
[114] ela,buffet
[114] buffet,#educoach

Top Word Pairs in Tweet in G2:
[146] #edchat,#edtech
[118] #edtech,#edchat
[84] #education,#edchat
[57] #edchat,#k12
[50] #edtechchat,#edchat
[49] #edtech,#edtechchat
[47] back,school
[45] #edtech,#education
[43] #edchat,#education
[41] learn,more

Top Word Pairs in Tweet in G3:
[22] #education,#edchat
[19] school,year
[18] #mradampe,#pegeeks
[16] learn,more
[16] #googleei,#googleet
[14] #ukedchat,#edchat
[12] #edchat,#education
[12] #physed,#pechat
[12] #pechat,#googleei
[11] #googleet,#googlepd

Top Word Pairs in Tweet in G4:
[119] special,education
[85] belong,special
[83] leeannjung,students
[64] students,belong
[61] students,need
[61] need,intervention
[61] intervention,belong
[61] education,let's
[61] let's,embrace
[61] embrace,mindset

Top Word Pairs in Tweet in G5:
[142] hi,friends
[93] duo,inspirations
[69] #edchat,#duoinspirations
[58] #vted,#edchat
[43] friends,duo
[39] #educational,#resources
[34] #edchat,#vted
[32] #resources,#education
[30] inspirations,enjoys
[28] aftunion,aftteach

Top Word Pairs in Tweet in G6:
[125] teachers,warm
[125] warm,demanders
[125] demanders,empathetic
[125] empathetic,caring
[125] caring,hold
[125] hold,students
[125] students,accountable
[125] accountable,maintain
[125] maintain,high
[125] high,expectations

Top Word Pairs in Tweet in G7:
[47] great,leaders
[41] wadestanford,great
[21] leaders,believe
[18] #edchat,#edutwitter
[17] #edchat,#k12
[14] #k12,#learning
[14] great,today
[12] sunday,august
[12] august,28th
[12] 28th,9pm

Top Word Pairs in Tweet in G8:
[78] tutorial,video
[78] video,showing
[77] showing,class
[77] class,home
[77] home,#microsoftteams
[77] #microsoftteams,configurable
[77] configurable,home
[77] home,shows
[77] shows,existing
[76] mtholfsen,tutorial

Top Word Pairs in Tweet in G9:
[19] substitute,teachers
[10] bamradionetwork,listen
[10] substitute,teacher
[10] time,spoke
[10] spoke,1964
[10] 1964,democratic
[10] democratic,convention
[10] convention,fannie
[10] fannie,lou
[10] lou,hamer

Top Word Pairs in Tweet in G10:
[16] media,literacy
[10] #tlchat,#futurereadylibs
[10] #namle,members
[10] members,let's
[10] let's,together
[10] together,community
[10] community,#levelup
[10] #levelup,media
[10] literacy,please
[9] looking,free

Top Replied-To
Top Replied-To in Entire Graph:
@sgthomas1973
@danacoledares
@nearpod
@tomwhitby
@aggieashley
@shiftparadigm
@innedco
@oldbay84
@crroberts2018
@moving_teacher

Top Replied-To in G2:
@innedco
@mrnunesteach
@gop
@pbcsd
@plugusin
@wakelet
@courseofmind

Top Replied-To in G5:
@sharemylesson
@asae
@ssireview
@asaecenter
@fastcompany
@edcommission
@tomcottonar
@keithsgrant
@heatherseggel
@alison_nuske

Top Replied-To in G7:
@tgrierhisd
@teacher2teacher
@tomwhitby

Top Replied-To in G8:
@nearpod

Top Replied-To in G9:
@sgthomas1973
@danacoledares
@tomwhitby
@aggieashley
@shiftparadigm
@oldbay84
@kwmarcus1
@dubioseducator
@mrpicha_pe
@drrobineruiz1

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@leeannjung
@teachergoals
@elmagazine
@mtholfsen
@catlin_tucker
@rdene915
@shfarnsworth
@finleyt
@fixingeducation

Top Mentioned in G1:
@tcea
@teachergoals
@shfarnsworth
@teachthought
@cartramz
@frank_avella
@syl
@busyteacher_org
@finleyt
@john_hattie

Top Mentioned in G2:
@rdene915
@tcea
@erik_youngman
@scoopit
@l_alston
@mr_isaacs_math
@thriveinedu
@edutopia
@imported_fun
@edumatchbooks

Top Mentioned in G3:
@mradampe
@griffin_ot
@hiphughes
@uwlalum
@school_convo
@robfulk
@beyondexams_
@cattsireland
@wfttcoaching
@nis_mathematics

Top Mentioned in G4:
@leeannjung
@p3kykde
@vivgrant
@branchingminds
@tcea
@mrslnapolitan
@erik_youngman
@shfarnsworth

Top Mentioned in G5:
@sharemylesson
@aftunion
@aftteach
@duoinspirations
@journeysinfilm
@newshour
@newshourextra
@youtube
@turnaround
@chalkbeatny

Top Mentioned in G6:
@elmagazine
@makemathmoments
@tcea
@tomhoer
@leeannjung
@christenseninst
@pewresearch
@hpitler
@iteachthewhy
@tomhoerr

Top Mentioned in G7:
@teacher2teacher
@wadestanford
@nowakro
@insightadvance
@heymrsbond
@brandonbeckedu
@tcea
@vmvikes
@realrapreynolds
@mariefeagins

Top Mentioned in G8:
@mtholfsen
@nearpod
@mrsbedutains
@tcea
@lcclancers
@clouddesignbox
@ambenamy
@bmkeducation
@mom_sunny
@sfprincipal

Top Mentioned in G9:
@shiftparadigm
@bamradionetwork
@dubioseducator
@sgthomas1973
@harveyalvy1
@danacoledares
@tomwhitby
@jonharper70bd
@dennisdill
@ritawirtz

Top Mentioned in G10:
@shannonmmiller
@retroreport
@medialiteracyed
@heathpeine
@toddparr
@cinehead
@googleearth
@educationnext
@tcea
@mrswalkerops

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@oldlady12345
@marshawright
@jurylady5
@alhanda
@hrblock_21
@roblwilson
@cybersecurityn8
@susanneleist
@iartg

Top Tweeters in G1:
@jccordero28
@stressfreekids
@meetasengupta
@tcely
@rowerikw
@rachelgray7
@al_richards_786
@pcalleypbvusd
@ivdacruz
@mguhlin

Top Tweeters in G2:
@alhanda
@fabriciosx
@education_24x7
@adunlea
@eraser
@breakingkind
@mashable
@vrretweeter
@pyscalellc
@nbcnews

Top Tweeters in G3:
@peady
@nick_chater
@lookforsun
@teachleadaali
@mckra1g
@mrterborg
@rimwellc
@worldlillie
@hmwdesign_bot
@rreynoldsteach

Top Tweeters in G4:
@elianatardio
@mariemary2653
@davidwees
@farukhoosain
@drestandsup
@vivgrant
@counselorchirps
@blanchekolaczek
@georgesuzanna
@luvscure1

Top Tweeters in G5:
@smilenewa
@lseefeldt3
@tony_porras2050
@linusesq
@fastcompany
@rowenagreen
@medpierre
@newshour
@rweingarten
@rashaddhawkins

Top Tweeters in G6:
@pewresearch
@lewis1jj
@jenniferagates
@wmj220400
@dmasankhula
@richardklee1
@harpmaree
@nsriazat
@drpenk
@attractivebeing

Top Tweeters in G7:
@akerkathi
@learnteachwin
@gdorn1
@teacher2teacher
@joykirr
@niniqhawekazi
@bethhill2829
@coachgoodman
@wadestanford
@santiagoam115

Top Tweeters in G8:
@hardistymark
@msteamsbot
@annkozma723
@alexanderlhk
@fabuloussos
@mtholfsen
@sdtitmas
@nearpod
@hecticteacher
@brucewilson283

Top Tweeters in G9:
@lizditz
@southerngemgal
@raesnape
@sacourtreporter
@longislandtonv
@larryferlazzo
@verge
@shiftparadigm
@sonyaoldssom
@courosa

Top Tweeters in G10:
@nytimes
@grammasheri
@shannonmmiller
@scholastic
@sciam
@mikenelson
@educationnext
@raspberryberet3
@socialstudiestx
@krushowy


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