edchat, Twitter, 9/20/2021 5:06:34 PM, 262492


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edchat_2021-09-20_03-15-33.xlsx
edchat_2021-09-20_03-15-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
edchat via NodeXL https://bit.ly/3lF07AR
@tcea
@mindfuldesserts
@markj_ohnson
@jc_james_clark
@loudlearning
@drdouggreen
@catlin_tucker
@shakeuplearning
@scalarhumanity
@mrshowell24

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

Description:
Description
The graph represents a network of 5,164 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, 20 September 2021 at 10:29 UTC.

The requested start date was Monday, 20 September 2021 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 5-day, 2-hour, 49-minute period from Tuesday, 14 September 2021 at 07:00 UTC to Sunday, 19 September 2021 at 09:49 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 : 5164
Unique Edges : 3734
Edges With Duplicates : 11961
Total Edges : 15695
Number of Edge Types : 5
Replies to : 127
Mentions : 2612
Retweet : 4573
MentionsInRetweet : 6373
Tweet : 2010
Self-Loops : 2161
Reciprocated Vertex Pair Ratio : 0.0414567439182381
Reciprocated Edge Ratio : 0.079612992398065
Connected Components : 625
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 3533
Maximum Edges in a Connected Component : 12538
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.218463
Graph Density : 0.000271362715670535
Modularity : 0.420563
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,164 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, 20 September 2021 at 10:29 UTC.

The requested start date was Monday, 20 September 2021 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 5-day, 2-hour, 49-minute period from Tuesday, 14 September 2021 at 07:00 UTC to Sunday, 19 September 2021 at 09:49 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:
[104] https://www.educatorstechnology.com/2013/06/awesome-chart-for-teachers-alternatives.html
[73] http://friedtechnology.blogspot.com/2015/09/how-do-i-keep-google-drive-organized.html
[62] https://eltcation.myenglishdomain.com/2018/03/18/class-discussion-techniques-no-hiding-no-overpowering/
[57] https://mailchi.mp/numberella/newsletter
[53] http://esheninger.blogspot.com/2021/09/four-practical-ways-to-blend.html
[33] https://www.teachthought.com/learning/6-teaching-strategies-to-promote-deeper-learning/
[30] https://shakeuplearning.com/blog/empower-students-4-cs-learning-menu/
[26] https://brandrevive.com/12-mac-shortcuts-to-make-your-life-easier/
[24] https://oodlu.org/
[24] https://www.teachstarter.com/us/blog/9-easy-and-effective-ways-to-teach-higher-order-thinking-2/

Top URLs in Tweet in G1:
[102] https://www.educatorstechnology.com/2013/06/awesome-chart-for-teachers-alternatives.html
[73] http://friedtechnology.blogspot.com/2015/09/how-do-i-keep-google-drive-organized.html
[61] https://eltcation.myenglishdomain.com/2018/03/18/class-discussion-techniques-no-hiding-no-overpowering/
[51] http://esheninger.blogspot.com/2021/09/four-practical-ways-to-blend.html
[31] https://www.teachthought.com/learning/6-teaching-strategies-to-promote-deeper-learning/
[30] https://shakeuplearning.com/blog/empower-students-4-cs-learning-menu/
[26] https://brandrevive.com/12-mac-shortcuts-to-make-your-life-easier/
[22] https://www.teachstarter.com/us/blog/9-easy-and-effective-ways-to-teach-higher-order-thinking-2/
[18] http://esheninger.blogspot.com/2021/05/evolving-instruction-in-rapidly.html
[17] https://accounts.google.com/ServiceLogin?service=wise&passive=1209600&continue=https://docs.google.com/presentation/d/1RIVmhXJkBvNXO_W1DajNeBT-ylTdLOx_3BXwvBz5q8k/edit?usp%3Dsharing&followup=https://docs.google.com/presentation/d/1RIVmhXJkBvNXO_W1DajNeBT-ylTdLOx_3BXwvBz5q8k/edit?usp%3Dsharing<mpl=slides

Top URLs in Tweet in G2:
[26] https://mailchi.mp/numberella/newsletter
[23] https://oodlu.org/
[10] http://www.thepaperlesstrail.com/2018/07/15/learn-to-code-python-on-youtube-with-olexakid/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[9] https://oodlu.org
[8] https://www.internet4classrooms.com/skill_builders/data_analysis_quizzes_math_seventh_7th_grade.htm
[7] http://melanielinktaylor.mzteachuh.org/2021/09/educational-links-91421.html?spref=tw
[7] https://www.teachbetter.com/blog/5-perspectives-on-equity-in-schools/
[6] http://melanielinktaylor.mzteachuh.org/2021/09/educational-links-91321.html?spref=tw
[6] http://melanielinktaylor.mzteachuh.org/2021/09/educational-links-91521.html?spref=tw
[6] https://www.internet4classrooms.com/skill_builders/capitalization_contraction_language_arts_fifth_5th_grade.htm

Top URLs in Tweet in G3:
[5] http://engagucate.com/blog/classroom-management-strategies-for-digital-learning/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://cattsireland.com/onlinetraining/courses/supporting-someone-with-asd-in-the-classroom/
[4] https://www.dc-canada.ca/best-reading-phonics
[3] https://iconohash.com:443/
[2] https://www.habitsofmindinstitute.org/learning-empathy-with-compassion-projects/
[2] https://www.attendanceworks.org/chronic-absence/addressing-chronic-absence/monitoring-attendance-in-distance-learning/
[2] https://edtechreview.in/news/5043-microsoft-acquires-online-in-person-tutoring-startup-takelessons
[2] https://hechingerreport.org/opinion-creating-better-post-pandemic-education-for-english-learners/
[2] https://www.edutopia.org/article/importance-student-choice-across-all-grade-levels
[2] https://2peasandadog.com/2018/09/how-to-host-a-career-day-at-your-school.html?utm_sq=gr7zbcavb0

Top URLs in Tweet in G4:
[14] https://redirect.viglink.com?u=https%3A%2F%2Fpodcasts.apple.com%2Fus%2Fpodcast%2Fare-we-too-serious-greg-wolcott-willing-able%2Fid1529365406%3Fi%3D1000535153459%26itsct%3Dpodcast_box_link%26itscg%3D30200%26ls%3D1&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[14] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fshow%2F1AUOBwVrrjfwQNTofyJZ6I&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[14] https://www.youtube.com/channel/UCojQry-6Yi4FFMTzDH88uZQ?sub_confirmation=1
[9] http://bigeducationape.blogspot.com/2021/09/top-posts-this-week-saturday-september_11.html
[9] https://learnography.wordpress.com/2021/09/02/everything-is-learnt-in-brain-and-everything-is-done-by-brain/
[7] https://learnography.wordpress.com/brain/headless-chicken-called-miracle-mike-lived-for-18-months-without-a-head/
[6] https://youtu.be/JUBypJtp35U
[5] https://districtadministration.com/author/rachelle-dene-poth/
[4] https://districtadministration.com/new-teacher-mentoring-can-fall-short-3-solutions/
[4] https://www.teachercast.net/canva-4-publishing-projects-to-get-you-excited-for-the-summer/?utm_campaign=canva-4-publishing-projects-to-get-you-excited-for-the-summer&utm_medium=social_link&utm_source=missinglettr-twitter#utm_source=rss&utm_medium=rss&utm_campaign=canva-4-publishing-projects-to-get-you-excited-for-the-summer

Top URLs in Tweet in G5:
[12] https://ictensw.org.au/event-4494267
[4] https://therobbreviewblog.com/
[2] https://ictensw.org.au/event-4481149
[2] https://ictensw.org.au/event-4494268
[2] https://leadlearnerperspectives.com/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fteacher-blog.education.com%2Fusing-ran-charts-to-reimagine-nonfiction-learning-cfc98f36809e
[1] https://www.edutopia.org/article/7-things-teachers-say-create-supportive-classroom
[1] https://twitter.com/msjellman/status/1438905149322416134
[1] https://www.thejuicelearning.com:443/
[1] https://twitter.com/dailystem/status/1439239034560151552

Top URLs in Tweet in G6:
[4] https://www.edweek.org/leadership/opinion-why-pd-providers-should-offer-pre-engagement-surveys/2021/09
[4] https://www.edweek.org/leadership/opinion-why-pd-providers-should-offer-pre-engagement-surveys/2021/09?utm_source=tw&utm_medium=soc&utm_campaign=edit
[3] https://sharemylesson.com/teaching-resource/icivics-most-popular-constitution-day-activities-332512
[2] https://aimsnetwork.org/aims-2021-network-institute-call-for-proposals/
[2] https://sharemylesson.com/blog/reflections-september-11
[2] https://sharemylesson.com/collections/constitution-day-activities
[2] https://sharemylesson.com/teaching-resource/what-constitution-254405
[2] https://www.laemmle.com/film/civil-war-or-who-do-we-think-we-are
[1] https://educationalleadershipcollective.thinkific.com/courses/instructional-leadership-creating-practice-out-of-theory
[1] https://www.ascd.org/el/articles/putting-the-person-back-in-personalized-learning

Top URLs in Tweet in G7:
[1] https://twitter.com/MonteSyrie/status/1438182455735828482
[1] https://twitter.com/cywakeman/status/1438908111247613957

Top URLs in Tweet in G8:
[5] http://knowledgeworks.org/resources/ungrading-assessment-feedback-learner-agency/?utm_source=twitter&utm_campaign=website
[5] https://www.thinkplandochicago.org/
[4] https://www.educationnext.org/what-should-our-leaders-do-about-failing-schools-innovation-zones/
[4] https://www.educationnext.org/new-polling-shows-the-k-12-covid-fights-arent-going-anywhere/
[3] https://knowledgeworks.org/resources/navigation-tool-finding-your-path-scaling-personalized-learning/
[2] http://knowledgeworks.org/resources/advocacy-toolkit-folk-art/?utm_source=twitter&utm_content=edpolicy&utm_campaign=website
[2] http://knowledgeworks.org/resources/relationships-matter/?utm_source=twitter&utm_campaign=website
[2] https://www.educationnext.org/parent-poll-reveals-support-school-covid-safety-measures-despite-vaccine-hesitancy-partisan-polarization/
[2] https://www.youtube.com/watch?v=SMUzPk3ALTc

[1] https://knowledgeworks.org/resources/human-centered-learning-student-agency/?utm_source=twitter&utm_campaign=website

Top URLs in Tweet in G9:
[3] https://www.tes.com/resource-detail/resource-12565836
[3] https://docs.google.com/forms/d/e/1FAIpQLScJcb5dZEwQ7WhRAe51kp2Cx4OqjUdz4GtNQ7OHi1dKeHK33w/viewform?usp=send_form
[2] https://twitter.com/MrsKemper/status/1437949285941665792
[2] https://twitter.com/MrsKemper/status/1437945008200601602
[2] https://www.ctpost.com/news/article/Danbury-s-new-superintendent-aims-to-make-the-16464494.php?t=88cb660335
[2] https://www.nypl.org/events/programs/2021/09/21/breaking-barriers-redesigning-high-school-all-students
[1] https://www.tes.com/teaching-resource/aqa-ks4-gcse-biology-science-dna-and-the-genome-lesson-and-activities-12088747
[1] https://www.teacherspayteachers.com/Product/Chemistry-Organic-Chemistry-Revision-Flash-Cards-Instructions-5388301
[1] https://drive.google.com/drive/folders/1kCEgt-O42hWSRhtqnVOU4Nm-IDPu5Ilu?usp=sharing
[1] https://www.teacherspayteachers.com/Product/Chemistry-Using-Resources-Revision-Flash-Cards-Instructions-5388433

Top URLs in Tweet in G10:
[2] https://www.tri-association.org/conference-institutes/annual-educators-conference
[1] https://www.youtube.com/watch?v=Wg_6JYewos4&feature=youtu.be

[1] http://www.ascd.org/publications/educational-leadership/sept18/vol76/num01/Tear-Down-Your-Behavior-Chart!.aspx
[1] https://bit.ly/3jR6ZM9
[1] https://www.teachbetter.com/blog/the-long-view-vs-the-short-view/
[1] https://tri-association.org/conference-institutes/annual-educators-conference
[1] https://www.teachbetter.com/blog/5-perspectives-on-equity-in-schools/
[1] https://twitter.com/dylanwiliam/status/1437808919964012551

Top Domains
Top Domains in Tweet in Entire Graph:
[280] blogspot.com
[259] twitter.com
[139] youtube.com
[133] thepaperlesstrail.com
[130] google.com
[108] educatorstechnology.com
[75] oodlu.org
[70] edtechreview.in
[63] mzteachuh.org
[62] shakeuplearning.com

Top Domains in Tweet in G1:
[167] blogspot.com
[106] educatorstechnology.com
[82] google.com
[61] myenglishdomain.com
[60] shakeuplearning.com
[49] teachthought.com
[38] tcea.org
[28] youtube.com
[26] brandrevive.com
[25] catlintucker.com

Top Domains in Tweet in G2:
[133] thepaperlesstrail.com
[73] oodlu.org
[61] edtechreview.in
[52] twitter.com
[46] mzteachuh.org
[37] internet4classrooms.com
[26] mailchi.mp
[25] youtube.com
[23] ascd.org
[19] edutopia.org

Top Domains in Tweet in G3:
[42] twitter.com
[23] teacherspayteachers.com
[20] mradampe.com
[17] careerarc.com
[11] finnemoreconsulting.com
[10] co.uk
[10] blogspot.com
[9] 2peasandadog.com
[7] iconohash.com
[5] youtube.com

Top Domains in Tweet in G4:
[37] blogspot.com
[32] youtube.com
[28] viglink.com
[24] pledgecents.com
[18] wordpress.com
[13] k12dive.com
[13] mzteachuh.org
[10] eschoolnews.com
[9] districtadministration.com
[8] cultofpedagogy.com

Top Domains in Tweet in G5:
[16] org.au
[4] therobbreviewblog.com
[4] nyscate.org
[3] twitter.com
[3] insightadvance.com
[2] leadlearnerperspectives.com
[2] blogspot.com
[1] medium.com
[1] edutopia.org
[1] thejuicelearning.com

Top Domains in Tweet in G6:
[29] sharemylesson.com
[9] edweek.org
[5] twitter.com
[5] aimsnetwork.org
[3] blogspot.com
[2] digitalhumanlibrary.com
[2] youtube.com
[2] colorincolorado.org
[2] ifccenter.com
[2] laemmle.com

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[15] knowledgeworks.org
[13] educationnext.org
[5] thinkplandochicago.org
[4] twitter.com
[3] chalkbeat.org
[2] youtube.com
[1] gettingsmart.com
[1] studentsatthecenterhub.org
[1] edsource.org
[1] cnn.com

Top Domains in Tweet in G9:
[23] twitter.com
[12] tes.com
[10] youtube.com
[7] google.com
[6] teacherspayteachers.com
[2] pegasussprings.org
[2] ctpost.com
[2] nypl.org
[2] njliteracy.org
[2] linkedin.com

Top Domains in Tweet in G10:
[3] tri-association.org
[2] teachbetter.com
[1] youtube.com
[1] ascd.org
[1] bit.ly
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4534] edchat
[1206] edtech
[825] learning
[785] education
[501] teachertwitter
[494] edutwitter
[343] k12
[226] etcoaches
[206] teaching
[177] ukedchat



Top Hashtags in Tweet in G1:
[900] edchat
[637] learning
[363] edtech
[316] teachertwitter
[215] etcoaches
[181] edutwitter
[96] ditchbook
[96] tlap
[85] education
[81] hacklearning

Top Hashtags in Tweet in G2:
[840] edchat
[369] edtech
[152] education
[77] teaching
[69] edtechchat
[66] edutwitter
[61] homeschool
[58] homeschooling
[46] mzteachuh
[46] sped

Top Hashtags in Tweet in G3:
[471] edchat
[95] education
[55] edtech
[37] teachers
[37] edutwitter
[31] k12
[28] teachertwitter
[24] teaching
[24] physed
[21] backtoschool

Top Hashtags in Tweet in G4:
[341] edchat
[188] k12
[121] edtech
[115] education
[82] learning
[81] redfored
[81] tbats
[46] literacy
[41] teaching
[38] engchat

Top Hashtags in Tweet in G5:
[143] edchat
[77] teachertwitter
[25] thejuicechat
[22] teacherpd
[20] edugladiators
[18] edtech
[16] aussieed
[15] edutwitter
[13] teacherheart
[11] joyfulleaders

Top Hashtags in Tweet in G6:
[92] edchat
[30] constitution
[27] distancelearning
[20] constitutionday
[17] k12
[17] educhat
[15] covid19
[10] satchat
[10] hispanicheritagemonth
[10] teachers

Top Hashtags in Tweet in G7:
[16] edchat
[10] education
[5] plaea
[4] iaedchat
[1] myroommessage
[1] iaeschat

Top Hashtags in Tweet in G8:
[50] edchat
[8] jeffco
[6] enpoll
[5] assessment
[5] ungrading
[5] edreform
[5] breaking
[5] k12
[4] edcolo
[4] copolitics

Top Hashtags in Tweet in G9:
[142] edchat
[71] ukedchat
[68] aussieed
[63] nqtchat
[57] science
[47] aqascience
[40] ittchat
[23] revision
[19] sciencerevision
[16] teamscience

Top Hashtags in Tweet in G10:
[19] edchat
[9] inclusion
[7] leadinclusion
[5] spedchat
[4] globaled
[4] learning
[3] udlchat
[3] triconf21
[3] edleadership
[2] allmeansall

Top Words
Top Words in Tweet in Entire Graph:
[4534] #edchat
[1206] #edtech
[1164] students
[825] #learning
[792] tcea
[785] #education
[682] school
[648] more
[564] learning
[501] #teachertwitter

Top Words in Tweet in G1:
[900] #edchat
[763] tcea
[637] #learning
[363] #edtech
[316] #teachertwitter
[215] #etcoaches
[181] #edutwitter
[176] #edutw
[151] students
[140] time

Top Words in Tweet in G2:
[840] #edchat
[369] #edtech
[152] #education
[141] students
[96] learn
[86] teacher
[85] gt
[82] more
[77] #teaching
[70] tomwhitby

Top Words in Tweet in G3:
[471] #edchat
[95] #education
[72] students
[55] #edtech
[55] learning
[52] more
[42] school
[39] learn
[37] #teachers
[37] #edutwitter

Top Words in Tweet in G4:
[341] #edchat
[188] #k12
[152] education
[121] #edtech
[115] #education
[84] big
[82] #learning
[81] ape
[81] #redfored
[81] #tbats

Top Words in Tweet in G5:
[143] #edchat
[108] teacher2teacher
[91] great
[77] #teachertwitter
[75] leaders
[66] wadestanford
[54] around
[53] those
[51] focus
[49] leadership

Top Words in Tweet in G6:
[92] #edchat
[62] miss
[55] sharemylesson
[41] gt
[37] lesson
[37] students
[36] aftteach
[30] #constitution
[29] excited
[28] aftunion

Top Words in Tweet in G7:
[238] poor
[238] grades
[238] students
[132] loudlearning
[126] more
[124] school
[119] motivate
[119] struggling
[119] makes
[119] hate

Top Words in Tweet in G8:
[50] #edchat
[21] learning
[21] school
[15] knowledgeworks
[15] students
[14] learn
[13] know
[13] board
[12] away
[12] bbeschools

Top Words in Tweet in G9:
[142] #edchat
[71] #ukedchat
[68] #aussieed
[63] #nqtchat
[57] #science
[56] students
[47] #aqascience
[46] here's
[42] revision
[40] #ittchat

Top Words in Tweet in G10:
[98] leeannjung
[84] students
[58] tier
[51] more
[50] need
[31] strategies
[28] one
[28] needs
[28] way
[27] intervention

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[335] #edtech,#edchat
[287] #edchat,#edtech
[261] #edchat,#learning
[256] poor,grades
[215] #teachertwitter,#edchat
[182] #edchat,#edutwitter
[181] #learning,#edchat
[169] #education,#edchat
[156] #edchat,#k12
[136] #edtech,#education

Top Word Pairs in Tweet in G1:
[235] #edchat,#learning
[161] #learning,#edchat
[119] #teachertwitter,#edchat
[102] possible,alternatives
[102] alternatives,traditional
[102] traditional,homework
[102] homework,educatorstech
[102] educatorstech,#teachertwitter
[100] tcea,possible
[99] #learning,#edutw

Top Word Pairs in Tweet in G2:
[158] #edtech,#edchat
[119] #edchat,#edtech
[85] #edtech,#education
[64] 'be,ready
[61] #edtech,#homeschool
[58] #homeschool,#homeschooling
[56] gt,gt
[47] #teaching,#edchat
[46] mzteachuh,educational
[46] educational,links

Top Word Pairs in Tweet in G3:
[30] #education,#edchat
[20] #mradampe,#pegeeks
[20] #physed,#pechat
[20] #pechat,#googleei
[19] #edchat,#education
[18] #pegeeks,#physed
[18] #googleei,#googleet
[17] #edchat,#edtech
[15] #edtech,#edchat
[15] learn,more

Top Word Pairs in Tweet in G4:
[107] #edchat,#k12
[81] big,education
[81] education,ape
[81] #redfored,#tbats
[80] #tbats,#edchat
[71] ape,top
[71] 2021,#redfored
[61] #k12,#learning
[49] #learning,#edtech
[46] coopmike48,big

Top Word Pairs in Tweet in G5:
[74] #teachertwitter,#edchat
[69] great,leaders
[66] wadestanford,great
[53] those,around
[46] leaders,develop
[46] develop,those
[46] around,focus
[46] focus,building
[46] building,leadership
[46] leadership,capacity

Top Word Pairs in Tweet in G6:
[23] aftunion,aftteach
[17] #edchat,#educhat
[15] #constitution,countries
[15] countries,written
[15] written,down
[15] down,miss
[15] miss,podcast
[15] #educhat,#distancelearning
[14] pre,engagement
[14] engagement,surveys

Top Word Pairs in Tweet in G7:
[238] poor,grades
[119] grades,motivate
[119] motivate,struggling
[119] struggling,students
[119] students,poor
[119] grades,makes
[119] makes,students
[119] students,hate
[119] hate,school
[119] school,more

Top Word Pairs in Tweet in G8:
[11] learning,experiences
[10] feedback,meaningful
[10] meaningful,learning
[10] experiences,intentional
[10] intentional,professional
[10] professional,development
[10] development,driving
[10] driving,bbeschools
[10] bbeschools,shift
[10] shift,away

Top Word Pairs in Tweet in G9:
[64] #aussieed,#edchat
[52] #ukedchat,#science
[51] #science,#nqtchat
[38] #nqtchat,#ittchat
[38] #ittchat,#aussieed
[26] here's,today's
[23] #edchat,#aqascience
[23] #nqtchat,#aqascience
[23] #aqascience,#aussieed
[18] #aqascience,#revision

Top Word Pairs in Tweet in G10:
[27] resource,rooms
[27] rooms,filled
[27] filled,students
[27] students,ieps
[27] ieps,different
[27] different,needs
[27] needs,inefficient
[27] inefficient,way
[27] way,serve
[27] serve,students

Top Replied-To
Top Replied-To in Entire Graph:
@thisisokema
@sgthomas1973
@tomwhitby
@dennisdill
@ritawirtz
@drrobineruiz1
@harveyalvy1
@newsela
@smithsonianedu
@bobgcolorado

Top Replied-To in G1:
@tcea
@aleks_segal
@msloveteach
@teacherchalky1
@wes_kieschnick
@drmarciatate

Top Replied-To in G2:
@thisisokema
@sgthomas1973
@tomwhitby
@dennisdill
@drrobineruiz1
@ritawirtz
@harveyalvy1
@newsela
@commonlit
@_jingenie

Top Replied-To in G4:
@bobgcolorado
@paulinaduronphe
@emilyliebtag

Top Replied-To in G5:
@klimkowskimrs
@nbct_g

Top Replied-To in G8:
@ten_colorado
@loudlearning

Top Replied-To in G9:
@shushu_223
@iesresearch
@amerigrad
@drtarynfletcher

Top Replied-To in G10:
@leeannjung

Top Mentioned
Top Mentioned in Entire Graph:
@tcea
@catlin_tucker
@loudlearning
@teacher2teacher
@educatorstech
@mrshowell24
@leeannjung
@e_sheninger
@peardeck
@elmagazine

Top Mentioned in G1:
@tcea
@catlin_tucker
@educatorstech
@mrshowell24
@e_sheninger
@friedtechamy
@friedtechnology
@drbruceellis
@elt_cation
@teachthought

Top Mentioned in G2:
@elmagazine
@tomwhitby
@edutopia
@edsource
@ascd
@weareteachers
@mindshiftkqed
@edutechguys
@the_edu_table
@teachthoughtpd

Top Mentioned in G3:
@2peasandadog
@mradampe
@beavertonsdoei
@cattsireland
@drescotet
@kimlepre
@bookopolis
@gupwelll
@cursivecontent

Top Mentioned in G4:
@cultofpedagogy
@coopmike48
@k12divenews
@gregjwolcott
@tomschimmerpod
@angela_
@learnography
@nassp
@mzteachuh
@swivl

Top Mentioned in G5:
@teacher2teacher
@wadestanford
@bookdragon_kat
@nowakro
@dailystem
@msjellman
@paulhamilton8
@clegleiter
@ictensw
@steinbrinklaura

Top Mentioned in G6:
@sharemylesson
@aftteach
@aftunion
@msamberchandler
@petermdewitt
@60se
@wickededtech
@missjduggan
@iledtechcon
@routledgeeoe

Top Mentioned in G7:
@loudlearning
@montesyrie
@cywakeman
@wadestanford
@tomwhitby
@jillsiefken

Top Mentioned in G8:
@knowledgeworks
@bbeschools
@educationnext
@passingnotesedu
@fcpsky
@willieetcarver
@miller4students
@studentcntrhub
@chigrrll
@chalkbeatchi

Top Mentioned in G9:
@youtube
@teacherchalky1
@mrstleon
@tesresources
@pegasus_springs
@rashidfdavis
@njliteracy
@learnforjustice
@cinehead
@avashianeema

Top Mentioned in G10:
@leeannjung
@triassociation
@dfishersdsu
@scienergetic
@curriculumblog
@elmagazine
@paulandersen
@wadestanford
@tomschimmerpod
@kenoc7

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@edinburghwatch
@piyuanker12
@raymond_norman
@judehaste_write
@celebrainltd
@iartg
@coopmike48
@dancas2
@cybersecurityn8

Top Tweeters in G1:
@getiftech
@fraudoktor11
@marcelamomberg
@flipgrid
@feralartist
@scalarhumanity
@senraba
@1960_rani
@shellterrell
@_hum_nava

Top Tweeters in G2:
@piyuanker12
@ipythonistabot
@djangobot_
@yayayarndiva
@moniselseward
@100daysof2020
@samsmith_phd
@nbcnews
@kathleerowlands
@stressfreekids

Top Tweeters in G3:
@csa_dvillamizar
@nick_chater
@getupstandup2
@avivaloca
@ed_ontap
@jinfo4us
@iconohash
@edwindearborn
@clarkhistorypol
@drescotet

Top Tweeters in G4:
@coopmike48
@mastaofmp3s
@education_24x7
@designthinkbot
@ccb5keithfan34
@nancyosborne180
@rdene915
@jriske
@teachercast
@technolibrary

Top Tweeters in G5:
@gdorn1
@erobbprincipal
@teacher2teacher
@bethhill2829
@ruth_moyer
@wadestanford
@mbowmanscience
@barrykid1
@bethhouf
@lrobbteacher

Top Tweeters in G6:
@miss_placed_
@teachertoolkit
@mattalley413
@grammasheri
@aftunion
@pernilleripp
@aftct
@chaddockcostelo
@nhtoymc
@distancelrnbot

Top Tweeters in G7:
@iminthere
@deestem_teach
@_bosszz
@businessolhs
@ifgoldruste
@jsquared2k3
@amanshergill08
@troy_alivio
@kristingregory7
@montesyrie

Top Tweeters in G8:
@denverpost
@ta_morris
@16thstmall
@shelby_stills
@tkonz
@aei
@eugeniavcolon
@getting_smart
@brennademands
@mikedebonis

Top Tweeters in G9:
@alicekeeler
@makewordsbot
@googlemaps
@cristama
@heinemannpub
@nasdaq
@americaspromise
@tesresources
@2001scuba
@rashidfdavis

Top Tweeters in G10:
@moms4fape
@1in5advocacy
@mccoyderek
@lisameade23
@pauloneill1972
@d4griffin3
@lbopenbook
@naemmanuele
@rmaxwellblake
@brendanfetters